{"id":53,"date":"2026-03-14T17:38:58","date_gmt":"2026-03-14T17:38:58","guid":{"rendered":"https:\/\/citelayer-ai.com\/resources\/ai-readiness-assessment\/"},"modified":"2026-04-16T10:25:43","modified_gmt":"2026-04-16T08:25:43","slug":"ai-readiness-assessment","status":"publish","type":"cl_resource","link":"https:\/\/citelayer-ai.com\/es\/resources\/ai-readiness-assessment\/","title":{"rendered":"AI Readiness Assessment v2.0"},"content":{"rendered":"\n<h2 class=\"wp-block-heading cl-reveal\">Is your business ready for AI search?<\/h2>\n\n\n\n<p class=\"cl-reveal\">This assessment evaluates your website on 10 dimensions scientifically correlated with increased visibility on AI platforms (ChatGPT, Perplexity, Google AI Mode, Gemini, etc.). The evaluation is based on research from leading SEO institutes, Google analysis, and LLM citation studies.<\/p>\n\n\n\n<p class=\"cl-reveal\"><strong>Duration:<\/strong> ~8 minutes | <strong>Total Score:<\/strong> 0-100 | <strong>Output:<\/strong> Personalized improvement playbook<\/p>\n\n\n\n<h2 class=\"wp-block-heading cl-reveal\">The 10 Dimensions of AI Readiness<\/h2>\n\n\n<div class='fluentform ff-inherit-theme-style fluentform_wrapper_7 cl-reveal ff_guten_block ff_guten_block-7'><form data-form_id=\"7\" id=\"fluentform_7\" class=\"frm-fluent-form fluent_form_7 ff-el-form-top ff_form_instance_7_1 ff-form-loading ff-form-has-steps ff_calc_form ffs_inherit_theme\" data-form_instance=\"ff_form_instance_7_1\" method=\"POST\" ><fieldset  style=\"border: none!important;margin: 0!important;padding: 0!important;background-color: transparent!important;box-shadow: none!important;outline: none!important; min-inline-size: 100%;\">\n                    <legend class=\"ff_screen_reader_title\" style=\"display: block; margin: 0!important;padding: 0!important;height: 0!important;text-indent: -999999px;width: 0!important;overflow:hidden;\">DIMENSIONS &amp; ASSESSMENT QUESTIONS<\/legend><input type='hidden' name='__fluent_form_embded_post_id' value='53' \/><input type=\"hidden\" id=\"_fluentform_7_fluentformnonce\" name=\"_fluentform_7_fluentformnonce\" value=\"886fe04b63\" \/><input type=\"hidden\" name=\"_wp_http_referer\" value=\"\/es\/wp-json\/wp\/v2\/cl_resource\/53\" \/><div class='ff-step-container' data-name=\"step_start-7_31\" data-disable_auto_focus=\"no\" data-enable_auto_slider=\"no\" data-enable_step_data_persistency=\"yes\" data-enable_step_page_resume=\"no\" data-animation_type=\"slide\" ><div class='ff-step-header'><div class='ff-el-progress-status' aria-live='polite'><\/div>\n            <div class='ff-el-progress'>\n                <div role='progressbar'  class='ff-el-progress-bar'><span><\/span><\/div>\n            <\/div>\n            <ul style='display: none' class='ff-el-progress-title'>\n                <li>Content Freshness &#038; Update Frequency<\/li><li>Content Architecture &#038; Heading Structure<\/li><li>Semantic Depth &#038; Answer Optimization<\/li><li>Structured Data &#038; Schema.org<\/li><li>Entity Consistency &#038; Brand Identity<\/li><li>Multi-Platform Presence<\/li><li>Third-Party Coverage &#038; Reviews<\/li><li>AI Platform Testing &#038; Monitoring<\/li><li>Technical Infrastructure<\/li><li>Author Authority &#038; E-E-A-T Signals<\/li><li>Finale<\/li>\n            <\/ul><\/div><span class='ff_step_start'><\/span><div class='ff-step-body'><div class=\"fluentform-step active\" data-name=\"step_start-7_31\" data-disable_auto_focus=\"no\" data-enable_auto_slider=\"no\" data-enable_step_data_persistency=\"yes\" data-enable_step_page_resume=\"no\" data-animation_type=\"slide\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_1\" ><p><b>Weight: 9%<\/b> | Research Background: Content updated within 30 days receives 3.2x more AI citations (ConvertMate, 80M+ data points). Quarterly updates reduce citation loss by 66% (AirOps).<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 1.1: How frequently do you update your main pages?\">Question 1.1: How frequently do you update your main pages?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_0fea552655e0a905d864c55739cb5645'><input  type=\"radio\" name=\"input_radio\" data-name=\"input_radio\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Never\/Sporadically (less than 2x per year)\" data-calc_value=\"0\"  id='input_radio_0fea552655e0a905d864c55739cb5645' aria-label='Never\/Sporadically (less than 2x per year)' aria-invalid='false' aria-required=true> <span>Never\/Sporadically (less than 2x per year)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_758683f3aa3da389d39887e76420b979'><input  type=\"radio\" name=\"input_radio\" data-name=\"input_radio\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Annually (1-2 updates per year)\" data-calc_value=\"1\"  id='input_radio_758683f3aa3da389d39887e76420b979' aria-label='Annually (1-2 updates per year)' aria-invalid='false' aria-required=true> <span>Annually (1-2 updates per year)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_01ca35156466fa1e57cced9deeca2d7c'><input  type=\"radio\" name=\"input_radio\" data-name=\"input_radio\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Quarterly (approximately 4 updates per year)\" data-calc_value=\"2\"  id='input_radio_01ca35156466fa1e57cced9deeca2d7c' aria-label='Quarterly (approximately 4 updates per year)' aria-invalid='false' aria-required=true> <span>Quarterly (approximately 4 updates per year)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_24d26107bcf8525ed9864a0f58c46d06'><input  type=\"radio\" name=\"input_radio\" data-name=\"input_radio\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Monthly or more (12+ updates per year)\" data-calc_value=\"3\"  id='input_radio_24d26107bcf8525ed9864a0f58c46d06' aria-label='Monthly or more (12+ updates per year)' aria-invalid='false' aria-required=true> <span>Monthly or more (12+ updates per year)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 1.2: How visible is your publishing date?\">Question 1.2: How visible is your publishing date?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_1_5d386c8b848b991b26e7dac55000b0f4'><input  type=\"radio\" name=\"input_radio_1\" data-name=\"input_radio_1\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No visible date\" data-calc_value=\"0\"  id='input_radio_1_5d386c8b848b991b26e7dac55000b0f4' aria-label='No visible date' aria-invalid='false' aria-required=true> <span>No visible date<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_1_fa2ee3c9d262112fe053687acde25791'><input  type=\"radio\" name=\"input_radio_1\" data-name=\"input_radio_1\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Only visible on archive pages\" data-calc_value=\"1\"  id='input_radio_1_fa2ee3c9d262112fe053687acde25791' aria-label='Only visible on archive pages' aria-invalid='false' aria-required=true> <span>Only visible on archive pages<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_1_b1d74376c748e29473cb4f50431cb318'><input  type=\"radio\" name=\"input_radio_1\" data-name=\"input_radio_1\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Present in HTML but not prominent (meta tag only)\" data-calc_value=\"1\"  id='input_radio_1_b1d74376c748e29473cb4f50431cb318' aria-label='Present in HTML but not prominent (meta tag only)' aria-invalid='false' aria-required=true> <span>Present in HTML but not prominent (meta tag only)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_1_2670361eb5c6f4e7823c279cffbc628c'><input  type=\"radio\" name=\"input_radio_1\" data-name=\"input_radio_1\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Prominently visible (in header or above content)\" data-calc_value=\"2\"  id='input_radio_1_2670361eb5c6f4e7823c279cffbc628c' aria-label='Prominently visible (in header or above content)' aria-invalid='false' aria-required=true> <span>Prominently visible (in header or above content)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_1_a1e286255e5d7e75efc08ded8b18fc90'><input  type=\"radio\" name=\"input_radio_1\" data-name=\"input_radio_1\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Visible + regularly updated &quot;Updated&quot; date\" data-calc_value=\"3\"  id='input_radio_1_a1e286255e5d7e75efc08ded8b18fc90' aria-label='Visible + regularly updated &quot;Updated&quot; date' aria-invalid='false' aria-required=true> <span>Visible + regularly updated &#8220;Updated&#8221; date<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 1.3: Do you have an established content update system?\">Question 1.3: Do you have an established content update system?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_2_ea3530dc5951a08ad959398f754b7700'><input  type=\"radio\" name=\"input_radio_2\" data-name=\"input_radio_2\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No, new content is rarely revised\" data-calc_value=\"0\"  id='input_radio_2_ea3530dc5951a08ad959398f754b7700' aria-label='No, new content is rarely revised' aria-invalid='false' aria-required=true> <span>No, new content is rarely revised<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_2_314133bf61ecddb49fd0138b1b1ae2dc'><input  type=\"radio\" name=\"input_radio_2\" data-name=\"input_radio_2\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Ad-hoc updates when errors are noticed\" data-calc_value=\"1\"  id='input_radio_2_314133bf61ecddb49fd0138b1b1ae2dc' aria-label='Ad-hoc updates when errors are noticed' aria-invalid='false' aria-required=true> <span>Ad-hoc updates when errors are noticed<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_2_bd21f62a89b61d3a5235333915ee277e'><input  type=\"radio\" name=\"input_radio_2\" data-name=\"input_radio_2\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Monthly review processes for top pages\" data-calc_value=\"2\"  id='input_radio_2_bd21f62a89b61d3a5235333915ee277e' aria-label='Monthly review processes for top pages' aria-invalid='false' aria-required=true> <span>Monthly review processes for top pages<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_2_410e4731d54b918d85e18b794c9be5c0'><input  type=\"radio\" name=\"input_radio_2\" data-name=\"input_radio_2\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Automated quarterly review system with changelog\" data-calc_value=\"3\"  id='input_radio_2_410e4731d54b918d85e18b794c9be5c0' aria-label='Automated quarterly review system with changelog' aria-invalid='false' aria-required=true> <span>Automated quarterly review system with changelog<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_2\" ><p><b>What This Score Means:<\/b> Websites with regular updates (monthly+) see 3.2x more citations on AI platforms. Quarterly revisions are the minimum for stable AI visibility.<\/p><\/div><input type=\"hidden\" name=\"hidden_step1_weight\" value=\"9\" data-name=\"hidden_step1_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Continue'>Continue<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_3\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_4\" ><p>Research Background: Logical heading hierarchies lead to 2.8x more AI citations (AirOps, Superlines). 87% of most-cited pages use a single H1. 68.7% follow consistent hierarchy.<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 2.1: How is the H1\/H2\/H3 structure on your main pages?\">Question 2.1: How is the H1\/H2\/H3 structure on your main pages?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_3_ad2ade152527d62e385a759ce1a55656'><input  type=\"radio\" name=\"input_radio_3\" data-name=\"input_radio_3\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No headings or chaotic structure\" data-calc_value=\"0\"  id='input_radio_3_ad2ade152527d62e385a759ce1a55656' aria-label='No headings or chaotic structure' aria-invalid='false' aria-required=true> <span>No headings or chaotic structure<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_3_8bf74bdf82574532a3fd5c7e32e529e6'><input  type=\"radio\" name=\"input_radio_3\" data-name=\"input_radio_3\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"One H1, but irregular H2\/H3 structure\" data-calc_value=\"1\"  id='input_radio_3_8bf74bdf82574532a3fd5c7e32e529e6' aria-label='One H1, but irregular H2\/H3 structure' aria-invalid='false' aria-required=true> <span>One H1, but irregular H2\/H3 structure<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_3_bc9e7f045a8f9fcd037b28b87cb11a79'><input  type=\"radio\" name=\"input_radio_3\" data-name=\"input_radio_3\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"One H1 + logical H2\/H3 hierarchy, but some gaps\" data-calc_value=\"2\"  id='input_radio_3_bc9e7f045a8f9fcd037b28b87cb11a79' aria-label='One H1 + logical H2\/H3 hierarchy, but some gaps' aria-invalid='false' aria-required=true> <span>One H1 + logical H2\/H3 hierarchy, but some gaps<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_3_27b8f4a5249f25d70fee331999573f28'><input  type=\"radio\" name=\"input_radio_3\" data-name=\"input_radio_3\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"One H1 + consistent logical hierarchy on all pages\" data-calc_value=\"3\"  id='input_radio_3_27b8f4a5249f25d70fee331999573f28' aria-label='One H1 + consistent logical hierarchy on all pages' aria-invalid='false' aria-required=true> <span>One H1 + consistent logical hierarchy on all pages<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 2.2: What is the average section length?\">Question 2.2: What is the average section length?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_4_489b3a8428454b1c79fde2c3dd2174fe'><input  type=\"radio\" name=\"input_radio_4\" data-name=\"input_radio_4\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Highly variable (50-500+ words per section)\" data-calc_value=\"0\"  id='input_radio_4_489b3a8428454b1c79fde2c3dd2174fe' aria-label='Highly variable (50-500+ words per section)' aria-invalid='false' aria-required=true> <span>Highly variable (50-500+ words per section)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_4_56ff7367d960bdb4a8dc8dd75e358750'><input  type=\"radio\" name=\"input_radio_4\" data-name=\"input_radio_4\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Average 80-110 or 200+ words\" data-calc_value=\"1\"  id='input_radio_4_56ff7367d960bdb4a8dc8dd75e358750' aria-label='Average 80-110 or 200+ words' aria-invalid='false' aria-required=true> <span>Average 80-110 or 200+ words<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_4_c078c4debe744583c1d5b3322e23b1f3'><input  type=\"radio\" name=\"input_radio_4\" data-name=\"input_radio_4\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Average 150-200 words\" data-calc_value=\"2\"  id='input_radio_4_c078c4debe744583c1d5b3322e23b1f3' aria-label='Average 150-200 words' aria-invalid='false' aria-required=true> <span>Average 150-200 words<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_4_3714cf061e535fc83e87d6e703ed649f'><input  type=\"radio\" name=\"input_radio_4\" data-name=\"input_radio_4\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Consistently 120-180 words (optimal per SE Ranking, 2.3M pages)\" data-calc_value=\"3\"  id='input_radio_4_3714cf061e535fc83e87d6e703ed649f' aria-label='Consistently 120-180 words (optimal per SE Ranking, 2.3M pages)' aria-invalid='false' aria-required=true> <span>Consistently 120-180 words (optimal per SE Ranking, 2.3M pages)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 2.3: Do you use visual elements for structuring?\">Question 2.3: Do you use visual elements for structuring?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_5_e1cc375217e4a4349fbb05bacf79c5f1'><input  type=\"radio\" name=\"input_radio_5\" data-name=\"input_radio_5\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Text only, no organizational elements\" data-calc_value=\"0\"  id='input_radio_5_e1cc375217e4a4349fbb05bacf79c5f1' aria-label='Text only, no organizational elements' aria-invalid='false' aria-required=true> <span>Text only, no organizational elements<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_5_328e72d7c042c677090e4244af0bb0a1'><input  type=\"radio\" name=\"input_radio_5\" data-name=\"input_radio_5\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Occasionally lists or tables\" data-calc_value=\"1\"  id='input_radio_5_328e72d7c042c677090e4244af0bb0a1' aria-label='Occasionally lists or tables' aria-invalid='false' aria-required=true> <span>Occasionally lists or tables<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_5_0a19be23dcd7733f0571ab3916697b17'><input  type=\"radio\" name=\"input_radio_5\" data-name=\"input_radio_5\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Regularly lists\/tables (&gt;50% of pages)\" data-calc_value=\"2\"  id='input_radio_5_0a19be23dcd7733f0571ab3916697b17' aria-label='Regularly lists\/tables (&gt;50% of pages)' aria-invalid='false' aria-required=true> <span>Regularly lists\/tables (&gt;50% of pages)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_5_05a7e8693498284c04aa17ba0ecbe1ed'><input  type=\"radio\" name=\"input_radio_5\" data-name=\"input_radio_5\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Consistently multi-modal: lists, tables, graphics (multimodal r=0.92, +156% selection rate)\" data-calc_value=\"3\"  id='input_radio_5_05a7e8693498284c04aa17ba0ecbe1ed' aria-label='Consistently multi-modal: lists, tables, graphics (multimodal r=0.92, +156% selection rate)' aria-invalid='false' aria-required=true> <span>Consistently multi-modal: lists, tables, graphics (multimodal r=0.92, +156% selection rate)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_5\" ><p><b>What This Score Means:<\/b> Pages with clear structure, single H1, and optimal section lengths are cited 2.8x more frequently by AI platforms. Visual elements increase selection rate by 156%.<\/p><\/div><input type=\"hidden\" name=\"hidden_step2_weight\" value=\"8\" data-name=\"hidden_step2_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Continue'>Continue<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_6\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_7\" ><p>Research Background: Semantic completeness (r=0.87) is the strongest single factor for AI citations (Wellows, 15,847 domains). 44.2% of all LLM citations come from the first 30% of text \u2014 clear upfront answers are decisive.<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 3.1: How directly do you answer the main intent?\">Question 3.1: How directly do you answer the main intent?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_7_b82a61774e1f0705269e2022f9e9a891'><input  type=\"radio\" name=\"input_radio_7\" data-name=\"input_radio_7\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Answer appears after 500+ words or is hidden\" data-calc_value=\"0\"  id='input_radio_7_b82a61774e1f0705269e2022f9e9a891' aria-label='Answer appears after 500+ words or is hidden' aria-invalid='false' aria-required=true> <span>Answer appears after 500+ words or is hidden<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_7_8ac0b607461ed3757f72360bc86e2003'><input  type=\"radio\" name=\"input_radio_7\" data-name=\"input_radio_7\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Answer in main text, but not in first 300 words\" data-calc_value=\"1\"  id='input_radio_7_8ac0b607461ed3757f72360bc86e2003' aria-label='Answer in main text, but not in first 300 words' aria-invalid='false' aria-required=true> <span>Answer in main text, but not in first 300 words<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_7_fabfe41dc8a27c5dc58c5c1adab25adf'><input  type=\"radio\" name=\"input_radio_7\" data-name=\"input_radio_7\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Answer in first 300 words \/ above the fold\" data-calc_value=\"2\"  id='input_radio_7_fabfe41dc8a27c5dc58c5c1adab25adf' aria-label='Answer in first 300 words \/ above the fold' aria-invalid='false' aria-required=true> <span>Answer in first 300 words \/ above the fold<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_7_db03680967c51185d9fb7c09425dc939'><input  type=\"radio\" name=\"input_radio_7\" data-name=\"input_radio_7\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Direct answer in first 150 words + FAQ format at the beginning\" data-calc_value=\"3\"  id='input_radio_7_db03680967c51185d9fb7c09425dc939' aria-label='Direct answer in first 150 words + FAQ format at the beginning' aria-invalid='false' aria-required=true> <span>Direct answer in first 150 words + FAQ format at the beginning<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 3.2: Do you cover semantic variations?\">Question 3.2: Do you cover semantic variations?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_8_a94dffc1274b806273179c7531caebc6'><input  type=\"radio\" name=\"input_radio_8\" data-name=\"input_radio_8\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Only main keyword, few synonyms or variations\" data-calc_value=\"0\"  id='input_radio_8_a94dffc1274b806273179c7531caebc6' aria-label='Only main keyword, few synonyms or variations' aria-invalid='false' aria-required=true> <span>Only main keyword, few synonyms or variations<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_8_d42b117f6704be8ac6bc79d7e65135f9'><input  type=\"radio\" name=\"input_radio_8\" data-name=\"input_radio_8\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Occasionally mention related terms\" data-calc_value=\"1\"  id='input_radio_8_d42b117f6704be8ac6bc79d7e65135f9' aria-label='Occasionally mention related terms' aria-invalid='false' aria-required=true> <span>Occasionally mention related terms<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_8_f3623855dde80eb67a572eae161ac3e0'><input  type=\"radio\" name=\"input_radio_8\" data-name=\"input_radio_8\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Systematically integrate related keywords and synonyms\" data-calc_value=\"2\"  id='input_radio_8_f3623855dde80eb67a572eae161ac3e0' aria-label='Systematically integrate related keywords and synonyms' aria-invalid='false' aria-required=true> <span>Systematically integrate related keywords and synonyms<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_8_a13ccc905f1dc70c347c9f88a6d06eef'><input  type=\"radio\" name=\"input_radio_8\" data-name=\"input_radio_8\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Fully semantically covered: synonyms, questions, context, entity references (r=0.87 semantic completeness \u2014 Wellows)\" data-calc_value=\"3\"  id='input_radio_8_a13ccc905f1dc70c347c9f88a6d06eef' aria-label='Fully semantically covered: synonyms, questions, context, entity references (r=0.87 semantic completeness \u2014 Wellows)' aria-invalid='false' aria-required=true> <span>Fully semantically covered: synonyms, questions, context, entity references (r=0.87 semantic completeness \u2014 Wellows)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 3.3: Which readability metrics do you use?\">Question 3.3: Which readability metrics do you use?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_9_83c53399377001d0373a6db0aabbcb87'><input  type=\"radio\" name=\"input_radio_9\" data-name=\"input_radio_9\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No review, very complex language\" data-calc_value=\"0\"  id='input_radio_9_83c53399377001d0373a6db0aabbcb87' aria-label='No review, very complex language' aria-invalid='false' aria-required=true> <span>No review, very complex language<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_9_2e91fd87cf5715b92551f756e9ce179c'><input  type=\"radio\" name=\"input_radio_9\" data-name=\"input_radio_9\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Occasional review, but not systematic\" data-calc_value=\"1\"  id='input_radio_9_2e91fd87cf5715b92551f756e9ce179c' aria-label='Occasional review, but not systematic' aria-invalid='false' aria-required=true> <span>Occasional review, but not systematic<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_9_83fe5b3199c4f759cd652d642d324bd9'><input  type=\"radio\" name=\"input_radio_9\" data-name=\"input_radio_9\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Regular review, but no target metric\" data-calc_value=\"2\"  id='input_radio_9_83fe5b3199c4f759cd652d642d324bd9' aria-label='Regular review, but no target metric' aria-invalid='false' aria-required=true> <span>Regular review, but no target metric<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_9_aca6af1119c42df93cc31af4dfe70269'><input  type=\"radio\" name=\"input_radio_9\" data-name=\"input_radio_9\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Target metric: Flesch-Kincaid Grade 6-8 (4.6 vs 4.0 citations \u2014 SE Ranking, 2.3M pages)\" data-calc_value=\"3\"  id='input_radio_9_aca6af1119c42df93cc31af4dfe70269' aria-label='Target metric: Flesch-Kincaid Grade 6-8 (4.6 vs 4.0 citations \u2014 SE Ranking, 2.3M pages)' aria-invalid='false' aria-required=true> <span>Target metric: Flesch-Kincaid Grade 6-8 (4.6 vs 4.0 citations \u2014 SE Ranking, 2.3M pages)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 3.4: Do you use data, statistics, or original research?\">Question 3.4: Do you use data, statistics, or original research?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_10_0c5231dcd2b9fddf07d3d710ca738126'><input  type=\"radio\" name=\"input_radio_10\" data-name=\"input_radio_10\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No or very few data references\" data-calc_value=\"0\"  id='input_radio_10_0c5231dcd2b9fddf07d3d710ca738126' aria-label='No or very few data references' aria-invalid='false' aria-required=true> <span>No or very few data references<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_10_d3225fc678c3cbe7b00e882ba9b6c6ed'><input  type=\"radio\" name=\"input_radio_10\" data-name=\"input_radio_10\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Occasionally mention statistics\" data-calc_value=\"1\"  id='input_radio_10_d3225fc678c3cbe7b00e882ba9b6c6ed' aria-label='Occasionally mention statistics' aria-invalid='false' aria-required=true> <span>Occasionally mention statistics<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_10_020cac7e3c7d83cfaba0f7c0a551dc95'><input  type=\"radio\" name=\"input_radio_10\" data-name=\"input_radio_10\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Regularly cited data and statistics\" data-calc_value=\"2\"  id='input_radio_10_020cac7e3c7d83cfaba0f7c0a551dc95' aria-label='Regularly cited data and statistics' aria-invalid='false' aria-required=true> <span>Regularly cited data and statistics<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_10_593415230155c24b5ac534545135e8eb'><input  type=\"radio\" name=\"input_radio_10\" data-name=\"input_radio_10\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Consistently include data and statistics (+22-32% visibility boost \u2014 GEO KDD 2024, peer-reviewed, 10K queries)\" data-calc_value=\"3\"  id='input_radio_10_593415230155c24b5ac534545135e8eb' aria-label='Consistently include data and statistics (+22-32% visibility boost \u2014 GEO KDD 2024, peer-reviewed, 10K queries)' aria-invalid='false' aria-required=true> <span>Consistently include data and statistics (+22-32% visibility boost \u2014 GEO KDD 2024, peer-reviewed, 10K queries)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_8\" ><p><b>What This Score Means:<\/b> Semantic completeness is the strongest single factor (r=0.87). AI models preferentially cite pages that answer the question directly and with contextual detail. The first half of the text is decisive \u2014 44.2% of all LLM citations come from the first 30% of the page.<\/p><\/div><input type=\"hidden\" name=\"hidden_step3_weight\" value=\"10\" data-name=\"hidden_step3_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Continue'>Continue<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_9\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_10\" ><p>Research Background: Entity schema increases AI citation rate by 4.8x at 15+ entities (Wellows, 15,847 domains). JSON-LD brings ~30% retrieval accuracy improvement (AISO). FAQ schema shows NO measurable impact (SE Ranking, 300K domains).<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 4.1: Which schema types do you implement?\">Question 4.1: Which schema types do you implement?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_11_b3acbb699faa9bc66098c1a337549755'><input  type=\"radio\" name=\"input_radio_11\" data-name=\"input_radio_11\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No schema\/markup implemented\" data-calc_value=\"0\"  id='input_radio_11_b3acbb699faa9bc66098c1a337549755' aria-label='No schema\/markup implemented' aria-invalid='false' aria-required=true> <span>No schema\/markup implemented<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_11_3172af7ccc74b685284795073a940d62'><input  type=\"radio\" name=\"input_radio_11\" data-name=\"input_radio_11\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Only basic schema (Organization, BreadcrumbList)\" data-calc_value=\"1\"  id='input_radio_11_3172af7ccc74b685284795073a940d62' aria-label='Only basic schema (Organization, BreadcrumbList)' aria-invalid='false' aria-required=true> <span>Only basic schema (Organization, BreadcrumbList)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_11_15515a9189839f7f189d25f4a2fda695'><input  type=\"radio\" name=\"input_radio_11\" data-name=\"input_radio_11\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Organization + Product\/Article + FAQ\" data-calc_value=\"2\"  id='input_radio_11_15515a9189839f7f189d25f4a2fda695' aria-label='Organization + Product\/Article + FAQ' aria-invalid='false' aria-required=true> <span>Organization + Product\/Article + FAQ<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_11_ca6fa8e54687bcb931f3f8033ca04755'><input  type=\"radio\" name=\"input_radio_11\" data-name=\"input_radio_11\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Comprehensive entity markup (10+ entities with schema.org) \u2014 highest lever (Wellows, +4.8x)\" data-calc_value=\"3\"  id='input_radio_11_ca6fa8e54687bcb931f3f8033ca04755' aria-label='Comprehensive entity markup (10+ entities with schema.org) \u2014 highest lever (Wellows, +4.8x)' aria-invalid='false' aria-required=true> <span>Comprehensive entity markup (10+ entities with schema.org) \u2014 highest lever (Wellows, +4.8x)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 4.2: How is your schema technically implemented?\">Question 4.2: How is your schema technically implemented?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_12_f48eaaae227eb07633c9c7a42e4e8e98'><input  type=\"radio\" name=\"input_radio_12\" data-name=\"input_radio_12\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No schema or HTML attributes only\" data-calc_value=\"0\"  id='input_radio_12_f48eaaae227eb07633c9c7a42e4e8e98' aria-label='No schema or HTML attributes only' aria-invalid='false' aria-required=true> <span>No schema or HTML attributes only<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_12_50556b9c82a377cde4e760a0dc4d9490'><input  type=\"radio\" name=\"input_radio_12\" data-name=\"input_radio_12\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Microdata-based\" data-calc_value=\"1\"  id='input_radio_12_50556b9c82a377cde4e760a0dc4d9490' aria-label='Microdata-based' aria-invalid='false' aria-required=true> <span>Microdata-based<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_12_1e864352c6f885573c9502b8855c16c5'><input  type=\"radio\" name=\"input_radio_12\" data-name=\"input_radio_12\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"JSON-LD present but incomplete\" data-calc_value=\"2\"  id='input_radio_12_1e864352c6f885573c9502b8855c16c5' aria-label='JSON-LD present but incomplete' aria-invalid='false' aria-required=true> <span>JSON-LD present but incomplete<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_12_1e39525066553ce4af88da4614169f00'><input  type=\"radio\" name=\"input_radio_12\" data-name=\"input_radio_12\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Complete, validated JSON-LD (30% retrieval accuracy improvement \u2014 AISO)\" data-calc_value=\"3\"  id='input_radio_12_1e39525066553ce4af88da4614169f00' aria-label='Complete, validated JSON-LD (30% retrieval accuracy improvement \u2014 AISO)' aria-invalid='false' aria-required=true> <span>Complete, validated JSON-LD (30% retrieval accuracy improvement \u2014 AISO)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 4.3: Do you use FAQ schema? (Note: reverse scoring \u2014 no measurable impact per SE Ranking 300K)\">Question 4.3: Do you use FAQ schema? (Note: reverse scoring \u2014 no measurable impact per SE Ranking 300K)<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_13_a120f34a647001a85799ede990aca036'><input  type=\"radio\" name=\"input_radio_13\" data-name=\"input_radio_13\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Yes, extensive (&gt;20 FAQ blocks per page)\" data-calc_value=\"0\"  id='input_radio_13_a120f34a647001a85799ede990aca036' aria-label='Yes, extensive (&gt;20 FAQ blocks per page)' aria-invalid='false' aria-required=true> <span>Yes, extensive (&gt;20 FAQ blocks per page)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_13_256f939c093103a196d9da28b335f274'><input  type=\"radio\" name=\"input_radio_13\" data-name=\"input_radio_13\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Yes, moderate (5-20 FAQ per page)\" data-calc_value=\"0\"  id='input_radio_13_256f939c093103a196d9da28b335f274' aria-label='Yes, moderate (5-20 FAQ per page)' aria-invalid='false' aria-required=true> <span>Yes, moderate (5-20 FAQ per page)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_13_e1deb12837163f8d8cf3af691ca44c40'><input  type=\"radio\" name=\"input_radio_13\" data-name=\"input_radio_13\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Yes, minimal (1-4 FAQ per page)\" data-calc_value=\"1\"  id='input_radio_13_e1deb12837163f8d8cf3af691ca44c40' aria-label='Yes, minimal (1-4 FAQ per page)' aria-invalid='false' aria-required=true> <span>Yes, minimal (1-4 FAQ per page)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_13_2de34b3e0db20697d13365fa44a88368'><input  type=\"radio\" name=\"input_radio_13\" data-name=\"input_radio_13\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No or very limited \u2014 correct, as there is no measurable impact (SE Ranking, 300K domains). Focus on entity markup instead.\" data-calc_value=\"2\"  id='input_radio_13_2de34b3e0db20697d13365fa44a88368' aria-label='No or very limited \u2014 correct, as there is no measurable impact (SE Ranking, 300K domains). Focus on entity markup instead.' aria-invalid='false' aria-required=true> <span>No or very limited \u2014 correct, as there is no measurable impact (SE Ranking, 300K domains). Focus on entity markup instead.<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_11\" ><p><b>What This Score Means:<\/b> Entity schema (10-15+ entities with full descriptions) is the highest lever in the structured data space and increases AI citation rate by 4.8x. FAQ schema shows no measurable impact and can be counterproductive if over-used.<\/p><\/div><input type=\"hidden\" name=\"hidden_step4_weight\" value=\"7\" data-name=\"hidden_step4_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Continue'>Continue<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_12\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_13\" ><p>Research Background: Entity KG density (r=0.76) and consistent brand identifiers are critical. Brand Authority shows 0.334 correlation (AISO\/GEO KDD 2024). Entity markup is lever #1 for Google AI Mode citations (Google March 2026).<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 5.1: How consistent is your brand name across the web?\">Question 5.1: How consistent is your brand name across the web?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_14_9aac6c748f5aa206e1c75626adf6a1ed'><input  type=\"radio\" name=\"input_radio_14\" data-name=\"input_radio_14\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Multiple different variants (e.g., &quot;Company&quot; vs &quot;TheCompany&quot; vs &quot;Company.Inc&quot;)\" data-calc_value=\"0\"  id='input_radio_14_9aac6c748f5aa206e1c75626adf6a1ed' aria-label='Multiple different variants (e.g., &quot;Company&quot; vs &quot;TheCompany&quot; vs &quot;Company.Inc&quot;)' aria-invalid='false' aria-required=true> <span>Multiple different variants (e.g., &#8220;Company&#8221; vs &#8220;TheCompany&#8221; vs &#8220;Company.Inc&#8221;)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_14_1ccf59e70ca02b976c40b188a1550dce'><input  type=\"radio\" name=\"input_radio_14\" data-name=\"input_radio_14\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"2-3 variants in use\" data-calc_value=\"1\"  id='input_radio_14_1ccf59e70ca02b976c40b188a1550dce' aria-label='2-3 variants in use' aria-invalid='false' aria-required=true> <span>2-3 variants in use<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_14_83b494cf09c138a26174bce773863a9c'><input  type=\"radio\" name=\"input_radio_14\" data-name=\"input_radio_14\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Consistent 1-2 recognized variants\" data-calc_value=\"2\"  id='input_radio_14_83b494cf09c138a26174bce773863a9c' aria-label='Consistent 1-2 recognized variants' aria-invalid='false' aria-required=true> <span>Consistent 1-2 recognized variants<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_14_9f7180f7dd80591a55089d23b0d5fe16'><input  type=\"radio\" name=\"input_radio_14\" data-name=\"input_radio_14\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Fully consistent + validated entity in Knowledge Graph\" data-calc_value=\"3\"  id='input_radio_14_9f7180f7dd80591a55089d23b0d5fe16' aria-label='Fully consistent + validated entity in Knowledge Graph' aria-invalid='false' aria-required=true> <span>Fully consistent + validated entity in Knowledge Graph<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 5.2: Do you have an author\/credentials system?\">Question 5.2: Do you have an author\/credentials system?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_15_6d656f348089a82e954f2c9202342974'><input  type=\"radio\" name=\"input_radio_15\" data-name=\"input_radio_15\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No author information\" data-calc_value=\"0\"  id='input_radio_15_6d656f348089a82e954f2c9202342974' aria-label='No author information' aria-invalid='false' aria-required=true> <span>No author information<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_15_ff20b66bec8f17d2da990acd8b10c255'><input  type=\"radio\" name=\"input_radio_15\" data-name=\"input_radio_15\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Authors sometimes mentioned, but without credentials\" data-calc_value=\"1\"  id='input_radio_15_ff20b66bec8f17d2da990acd8b10c255' aria-label='Authors sometimes mentioned, but without credentials' aria-invalid='false' aria-required=true> <span>Authors sometimes mentioned, but without credentials<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_15_4096abde767c6c444dc4cc553389a4c6'><input  type=\"radio\" name=\"input_radio_15\" data-name=\"input_radio_15\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Regular authors with source-based credentials\" data-calc_value=\"2\"  id='input_radio_15_4096abde767c6c444dc4cc553389a4c6' aria-label='Regular authors with source-based credentials' aria-invalid='false' aria-required=true> <span>Regular authors with source-based credentials<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_15_e86a002c4359e0d818def51a2baed615'><input  type=\"radio\" name=\"input_radio_15\" data-name=\"input_radio_15\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Systematic author profiles with schema.org (3x higher likelihood \u2014 BrightEdge) + 73% of YMYL top pages show author credentials (Google March 2026)\" data-calc_value=\"3\"  id='input_radio_15_e86a002c4359e0d818def51a2baed615' aria-label='Systematic author profiles with schema.org (3x higher likelihood \u2014 BrightEdge) + 73% of YMYL top pages show author credentials (Google March 2026)' aria-invalid='false' aria-required=true> <span>Systematic author profiles with schema.org (3x higher likelihood \u2014 BrightEdge) + 73% of YMYL top pages show author credentials (Google March 2026)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 5.3: How centralized is your entity definition?\">Question 5.3: How centralized is your entity definition?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_16_8ba3caf7b62cf501bf2e82bd084c5c02'><input  type=\"radio\" name=\"input_radio_16\" data-name=\"input_radio_16\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No central entity definition\" data-calc_value=\"0\"  id='input_radio_16_8ba3caf7b62cf501bf2e82bd084c5c02' aria-label='No central entity definition' aria-invalid='false' aria-required=true> <span>No central entity definition<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_16_2103ce33eab41fc90b1bc9926471c639'><input  type=\"radio\" name=\"input_radio_16\" data-name=\"input_radio_16\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Local on individual pages\" data-calc_value=\"1\"  id='input_radio_16_2103ce33eab41fc90b1bc9926471c639' aria-label='Local on individual pages' aria-invalid='false' aria-required=true> <span>Local on individual pages<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_16_a744e9f87f21858227b4f7919bdb5292'><input  type=\"radio\" name=\"input_radio_16\" data-name=\"input_radio_16\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Centralized on About\/Company page, referenced on other pages\" data-calc_value=\"2\"  id='input_radio_16_a744e9f87f21858227b4f7919bdb5292' aria-label='Centralized on About\/Company page, referenced on other pages' aria-invalid='false' aria-required=true> <span>Centralized on About\/Company page, referenced on other pages<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_16_804244746531ac54d1b39d110bc2cd28'><input  type=\"radio\" name=\"input_radio_16\" data-name=\"input_radio_16\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Fully centralized with JSON-LD entity graph + internal linking to this page\" data-calc_value=\"3\"  id='input_radio_16_804244746531ac54d1b39d110bc2cd28' aria-label='Fully centralized with JSON-LD entity graph + internal linking to this page' aria-invalid='false' aria-required=true> <span>Fully centralized with JSON-LD entity graph + internal linking to this page<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_14\" ><p><b>What This Score Means:<\/b> Consistent brand identity across all platforms and a strong entity definition increase the likelihood of AI citations by up to 4.8x. Author credentials are present on 73% of top YMYL pages (Google March 2026).<\/p><\/div><input type=\"hidden\" name=\"hidden_step5_weight\" value=\"9\" data-name=\"hidden_step5_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Continue'>Continue<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_15\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_16\" ><p>Research Background: Domains on 4+ platforms show 2.8x higher citation rates (AISO). YouTube correlation r\u22480.737 \u2014 the strongest single channel (Ahrefs, 75K brands). Reddit mentions drive 3.9x more citations (ConvertMate, 35K+ mentions).<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 6.1: On how many platforms is your brand visible?\">Question 6.1: On how many platforms is your brand visible?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_17_798e1cc2cc3b261c49c18e6931cfacba'><input  type=\"radio\" name=\"input_radio_17\" data-name=\"input_radio_17\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"0-1 platform (website only or 1 social channel)\" data-calc_value=\"0\"  id='input_radio_17_798e1cc2cc3b261c49c18e6931cfacba' aria-label='0-1 platform (website only or 1 social channel)' aria-invalid='false' aria-required=true> <span>0-1 platform (website only or 1 social channel)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_17_bb0e871ceaa3242745da811da4a9c439'><input  type=\"radio\" name=\"input_radio_17\" data-name=\"input_radio_17\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"2-3 platforms\" data-calc_value=\"1\"  id='input_radio_17_bb0e871ceaa3242745da811da4a9c439' aria-label='2-3 platforms' aria-invalid='false' aria-required=true> <span>2-3 platforms<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_17_88828286bb3f4926c99da437b8f85f99'><input  type=\"radio\" name=\"input_radio_17\" data-name=\"input_radio_17\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"4 platforms (optimal: 2.8x citations \u2014 AISO)\" data-calc_value=\"2\"  id='input_radio_17_88828286bb3f4926c99da437b8f85f99' aria-label='4 platforms (optimal: 2.8x citations \u2014 AISO)' aria-invalid='false' aria-required=true> <span>4 platforms (optimal: 2.8x citations \u2014 AISO)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_17_38469aba32de3613c665da80bfe67a49'><input  type=\"radio\" name=\"input_radio_17\" data-name=\"input_radio_17\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"5+ platforms with active content presence\" data-calc_value=\"3\"  id='input_radio_17_38469aba32de3613c665da80bfe67a49' aria-label='5+ platforms with active content presence' aria-invalid='false' aria-required=true> <span>5+ platforms with active content presence<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 6.2: YouTube presence (strongest single channel)?\">Question 6.2: YouTube presence (strongest single channel)?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_18_ac064b7b72ea2a01461539cb3cbdc0ab'><input  type=\"radio\" name=\"input_radio_18\" data-name=\"input_radio_18\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No YouTube channel\" data-calc_value=\"0\"  id='input_radio_18_ac064b7b72ea2a01461539cb3cbdc0ab' aria-label='No YouTube channel' aria-invalid='false' aria-required=true> <span>No YouTube channel<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_18_6e7c01cbed85bfb29318053865208ba9'><input  type=\"radio\" name=\"input_radio_18\" data-name=\"input_radio_18\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Channel exists, fewer than 10 videos\" data-calc_value=\"1\"  id='input_radio_18_6e7c01cbed85bfb29318053865208ba9' aria-label='Channel exists, fewer than 10 videos' aria-invalid='false' aria-required=true> <span>Channel exists, fewer than 10 videos<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_18_8682ac21b89f5f744127a69286e2fd45'><input  type=\"radio\" name=\"input_radio_18\" data-name=\"input_radio_18\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"10-50 videos with regular uploads\" data-calc_value=\"2\"  id='input_radio_18_8682ac21b89f5f744127a69286e2fd45' aria-label='10-50 videos with regular uploads' aria-invalid='false' aria-required=true> <span>10-50 videos with regular uploads<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_18_1804a232b98a84b17c2de0f63c8a47dc'><input  type=\"radio\" name=\"input_radio_18\" data-name=\"input_radio_18\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"50+ videos, active, high engagement rate (r\u22480.737 \u2014 Ahrefs, 75K brands)\" data-calc_value=\"3\"  id='input_radio_18_1804a232b98a84b17c2de0f63c8a47dc' aria-label='50+ videos, active, high engagement rate (r\u22480.737 \u2014 Ahrefs, 75K brands)' aria-invalid='false' aria-required=true> <span>50+ videos, active, high engagement rate (r\u22480.737 \u2014 Ahrefs, 75K brands)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 6.3: Community presence (Reddit, LinkedIn, industry platforms)?\">Question 6.3: Community presence (Reddit, LinkedIn, industry platforms)?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_19_525f59b4c64106bb13e5a6b6fcdd6a65'><input  type=\"radio\" name=\"input_radio_19\" data-name=\"input_radio_19\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No active community presence\" data-calc_value=\"0\"  id='input_radio_19_525f59b4c64106bb13e5a6b6fcdd6a65' aria-label='No active community presence' aria-invalid='false' aria-required=true> <span>No active community presence<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_19_15117d479d8522293c13115b765cb868'><input  type=\"radio\" name=\"input_radio_19\" data-name=\"input_radio_19\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Passively present, minimal engagement\" data-calc_value=\"1\"  id='input_radio_19_15117d479d8522293c13115b765cb868' aria-label='Passively present, minimal engagement' aria-invalid='false' aria-required=true> <span>Passively present, minimal engagement<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_19_a8e002a0743af2c932e83e77934798d1'><input  type=\"radio\" name=\"input_radio_19\" data-name=\"input_radio_19\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Regularly active on 1-2 community platforms\" data-calc_value=\"2\"  id='input_radio_19_a8e002a0743af2c932e83e77934798d1' aria-label='Regularly active on 1-2 community platforms' aria-invalid='false' aria-required=true> <span>Regularly active on 1-2 community platforms<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_19_bfad08bccb0632460e6f1a2265d52321'><input  type=\"radio\" name=\"input_radio_19\" data-name=\"input_radio_19\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Active on 2+ communities with high engagement rate (Reddit: 3.9x citations \u2014 ConvertMate, 35K+)\" data-calc_value=\"3\"  id='input_radio_19_bfad08bccb0632460e6f1a2265d52321' aria-label='Active on 2+ communities with high engagement rate (Reddit: 3.9x citations \u2014 ConvertMate, 35K+)' aria-invalid='false' aria-required=true> <span>Active on 2+ communities with high engagement rate (Reddit: 3.9x citations \u2014 ConvertMate, 35K+)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_17\" ><p><b>What This Score Means:<\/b> Multi-platform presence increases the likelihood of AI citations by 2.8x at 4+ platforms. YouTube is the strongest single channel (r=0.737). Community engagement is a strong trust signal.<\/p><\/div><input type=\"hidden\" name=\"hidden_step6_weight\" value=\"8\" data-name=\"hidden_step6_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Continue'>Continue<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_18\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_19\" ><p>Research Background: Third-party coverage is the #1 consistency driver (SparkToro, 2,961 prompts). Review platforms (Trustpilot, G2) lead to 3x higher citation rates (SE Ranking). Brand web mentions show 0.664 correlation (ConvertMate, 80M+).<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 7.1: How many third-party mentions\/reviews do you have?\">Question 7.1: How many third-party mentions\/reviews do you have?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_20_ebeebe80413b812d08f163373f45fb7e'><input  type=\"radio\" name=\"input_radio_20\" data-name=\"input_radio_20\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"None or very few (&lt;5)\" data-calc_value=\"0\"  id='input_radio_20_ebeebe80413b812d08f163373f45fb7e' aria-label='None or very few (&lt;5)' aria-invalid='false' aria-required=true> <span>None or very few (&lt;5)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_20_851467d876964d88f2fb276fdee5cf73'><input  type=\"radio\" name=\"input_radio_20\" data-name=\"input_radio_20\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Occasional mentions (5-20)\" data-calc_value=\"1\"  id='input_radio_20_851467d876964d88f2fb276fdee5cf73' aria-label='Occasional mentions (5-20)' aria-invalid='false' aria-required=true> <span>Occasional mentions (5-20)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_20_1c7aef69f63da691300241b317e483c9'><input  type=\"radio\" name=\"input_radio_20\" data-name=\"input_radio_20\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Regular mentions in industry publications (20-100)\" data-calc_value=\"2\"  id='input_radio_20_1c7aef69f63da691300241b317e483c9' aria-label='Regular mentions in industry publications (20-100)' aria-invalid='false' aria-required=true> <span>Regular mentions in industry publications (20-100)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_20_944fd338b307be57f0a2e395f29e9ce2'><input  type=\"radio\" name=\"input_radio_20\" data-name=\"input_radio_20\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Frequent third-party coverage (#1 consistency driver \u2014 SparkToro, 2,961 prompts)\" data-calc_value=\"3\"  id='input_radio_20_944fd338b307be57f0a2e395f29e9ce2' aria-label='Frequent third-party coverage (#1 consistency driver \u2014 SparkToro, 2,961 prompts)' aria-invalid='false' aria-required=true> <span>Frequent third-party coverage (#1 consistency driver \u2014 SparkToro, 2,961 prompts)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 7.2: Are you visible on review platforms?\">Question 7.2: Are you visible on review platforms?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_21_c5b7cc590062d6c8c50fbf265e0d05c5'><input  type=\"radio\" name=\"input_radio_21\" data-name=\"input_radio_21\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Not present on Trustpilot, G2, or similar\" data-calc_value=\"0\"  id='input_radio_21_c5b7cc590062d6c8c50fbf265e0d05c5' aria-label='Not present on Trustpilot, G2, or similar' aria-invalid='false' aria-required=true> <span>Not present on Trustpilot, G2, or similar<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_21_124e38f76bb4864a5adb959432ddd408'><input  type=\"radio\" name=\"input_radio_21\" data-name=\"input_radio_21\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"On 1 platform, but no active reviews\" data-calc_value=\"1\"  id='input_radio_21_124e38f76bb4864a5adb959432ddd408' aria-label='On 1 platform, but no active reviews' aria-invalid='false' aria-required=true> <span>On 1 platform, but no active reviews<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_21_798cf52eaacdc09ce158f0f6162b45ae'><input  type=\"radio\" name=\"input_radio_21\" data-name=\"input_radio_21\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"On 2+ platforms with 5-50 reviews\" data-calc_value=\"2\"  id='input_radio_21_798cf52eaacdc09ce158f0f6162b45ae' aria-label='On 2+ platforms with 5-50 reviews' aria-invalid='false' aria-required=true> <span>On 2+ platforms with 5-50 reviews<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_21_cca8c7e5f86061dfeda9bba4e39ac442'><input  type=\"radio\" name=\"input_radio_21\" data-name=\"input_radio_21\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"On 3+ platforms with 50+ reviews, 4+ stars (3x higher citations \u2014 SE Ranking)\" data-calc_value=\"3\"  id='input_radio_21_cca8c7e5f86061dfeda9bba4e39ac442' aria-label='On 3+ platforms with 50+ reviews, 4+ stars (3x higher citations \u2014 SE Ranking)' aria-invalid='false' aria-required=true> <span>On 3+ platforms with 50+ reviews, 4+ stars (3x higher citations \u2014 SE Ranking)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 7.3: Do you have brand mentions in industry publications?\">Question 7.3: Do you have brand mentions in industry publications?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_22_a6e89cea438c6d9e092418a79539ea5b'><input  type=\"radio\" name=\"input_radio_22\" data-name=\"input_radio_22\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No mentions\" data-calc_value=\"0\"  id='input_radio_22_a6e89cea438c6d9e092418a79539ea5b' aria-label='No mentions' aria-invalid='false' aria-required=true> <span>No mentions<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_22_1e1ee2e82ce8106a691484729b702601'><input  type=\"radio\" name=\"input_radio_22\" data-name=\"input_radio_22\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"1-2 articles\/mentions\" data-calc_value=\"1\"  id='input_radio_22_1e1ee2e82ce8106a691484729b702601' aria-label='1-2 articles\/mentions' aria-invalid='false' aria-required=true> <span>1-2 articles\/mentions<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_22_2fc46aeb4b370203dc1e9aaeb6f41d8d'><input  type=\"radio\" name=\"input_radio_22\" data-name=\"input_radio_22\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"5-20 mentions in relevant publications\" data-calc_value=\"2\"  id='input_radio_22_2fc46aeb4b370203dc1e9aaeb6f41d8d' aria-label='5-20 mentions in relevant publications' aria-invalid='false' aria-required=true> <span>5-20 mentions in relevant publications<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_22_3391b9073655b8adcacf8b00810e13c5'><input  type=\"radio\" name=\"input_radio_22\" data-name=\"input_radio_22\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"20+ mentions in top publications + backlinks (brand web mentions r=0.664 \u2014 ConvertMate, 80M+)\" data-calc_value=\"3\"  id='input_radio_22_3391b9073655b8adcacf8b00810e13c5' aria-label='20+ mentions in top publications + backlinks (brand web mentions r=0.664 \u2014 ConvertMate, 80M+)' aria-invalid='false' aria-required=true> <span>20+ mentions in top publications + backlinks (brand web mentions r=0.664 \u2014 ConvertMate, 80M+)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_20\" ><p><b>What This Score Means:<\/b> Third-party coverage is the strongest consistency driver for AI citations. Review platforms increase citation rate by 3x. Organic brand mentions are a stronger signal than links alone.<\/p><\/div><input type=\"hidden\" name=\"hidden_step7_weight\" value=\"7\" data-name=\"hidden_step7_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Continue'>Continue<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_21\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_22\" ><p>Research Background: Only 11% domain overlap between ChatGPT and Perplexity (ConvertMate). ~70% volatility on identical queries (AirOps). Google AI Mode self-cites at 17.42%. Gemini 3 showed 42% domain churn (SE Ranking). Ghost citations: 73% (Superlines, 34,234 responses).<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 8.1: Do you regularly test AI platforms?\">Question 8.1: Do you regularly test AI platforms?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_23_e5e780700f4158a7bc76a5628dfb40f5'><input  type=\"radio\" name=\"input_radio_23\" data-name=\"input_radio_23\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Never tested, unsure if visible\" data-calc_value=\"0\"  id='input_radio_23_e5e780700f4158a7bc76a5628dfb40f5' aria-label='Never tested, unsure if visible' aria-invalid='false' aria-required=true> <span>Never tested, unsure if visible<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_23_e86d2dd53f319cfbb0be83535ae65197'><input  type=\"radio\" name=\"input_radio_23\" data-name=\"input_radio_23\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Occasionally manually checked (ChatGPT, Perplexity)\" data-calc_value=\"1\"  id='input_radio_23_e86d2dd53f319cfbb0be83535ae65197' aria-label='Occasionally manually checked (ChatGPT, Perplexity)' aria-invalid='false' aria-required=true> <span>Occasionally manually checked (ChatGPT, Perplexity)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_23_fbc0433222df647f4ae56179b26d312f'><input  type=\"radio\" name=\"input_radio_23\" data-name=\"input_radio_23\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Monthly testing on 2-3 platforms\" data-calc_value=\"2\"  id='input_radio_23_fbc0433222df647f4ae56179b26d312f' aria-label='Monthly testing on 2-3 platforms' aria-invalid='false' aria-required=true> <span>Monthly testing on 2-3 platforms<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_23_c8c121a064777276f562139cc13f85b2'><input  type=\"radio\" name=\"input_radio_23\" data-name=\"input_radio_23\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Weekly or automated monitoring on 3+ platforms\" data-calc_value=\"3\"  id='input_radio_23_c8c121a064777276f562139cc13f85b2' aria-label='Weekly or automated monitoring on 3+ platforms' aria-invalid='false' aria-required=true> <span>Weekly or automated monitoring on 3+ platforms<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 8.2: Which AI platforms are relevant for you?\">Question 8.2: Which AI platforms are relevant for you?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_24_fb9099a790ee6befa64bd2e62c333f64'><input  type=\"radio\" name=\"input_radio_24\" data-name=\"input_radio_24\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Unknown, unclear which platforms count\" data-calc_value=\"0\"  id='input_radio_24_fb9099a790ee6befa64bd2e62c333f64' aria-label='Unknown, unclear which platforms count' aria-invalid='false' aria-required=true> <span>Unknown, unclear which platforms count<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_24_e707e0e2e0270b95b072d03873f2be96'><input  type=\"radio\" name=\"input_radio_24\" data-name=\"input_radio_24\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"ChatGPT + Google AI Mode\" data-calc_value=\"1\"  id='input_radio_24_e707e0e2e0270b95b072d03873f2be96' aria-label='ChatGPT + Google AI Mode' aria-invalid='false' aria-required=true> <span>ChatGPT + Google AI Mode<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_24_a1ff340062f26725c370d3fb2db2aa7e'><input  type=\"radio\" name=\"input_radio_24\" data-name=\"input_radio_24\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"ChatGPT + Perplexity + Google AI Mode\" data-calc_value=\"2\"  id='input_radio_24_a1ff340062f26725c370d3fb2db2aa7e' aria-label='ChatGPT + Perplexity + Google AI Mode' aria-invalid='false' aria-required=true> <span>ChatGPT + Perplexity + Google AI Mode<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_24_3c44798376f6fcbfc7c945d24e7736d6'><input  type=\"radio\" name=\"input_radio_24\" data-name=\"input_radio_24\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Comprehensive monitoring: ChatGPT, Perplexity, Gemini, Claude (only 11% overlap between ChatGPT and Perplexity \u2014 ConvertMate)\" data-calc_value=\"3\"  id='input_radio_24_3c44798376f6fcbfc7c945d24e7736d6' aria-label='Comprehensive monitoring: ChatGPT, Perplexity, Gemini, Claude (only 11% overlap between ChatGPT and Perplexity \u2014 ConvertMate)' aria-invalid='false' aria-required=true> <span>Comprehensive monitoring: ChatGPT, Perplexity, Gemini, Claude (only 11% overlap between ChatGPT and Perplexity \u2014 ConvertMate)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 8.3: Do you have a tracking system for AI citations?\">Question 8.3: Do you have a tracking system for AI citations?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_25_9a973a649d0cfe51a6b15d5f4a9d2b5d'><input  type=\"radio\" name=\"input_radio_25\" data-name=\"input_radio_25\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No tracking\" data-calc_value=\"0\"  id='input_radio_25_9a973a649d0cfe51a6b15d5f4a9d2b5d' aria-label='No tracking' aria-invalid='false' aria-required=true> <span>No tracking<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_25_c23df6e97ffb842acba22ae669740c11'><input  type=\"radio\" name=\"input_radio_25\" data-name=\"input_radio_25\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Manual notes\/spreadsheet\" data-calc_value=\"1\"  id='input_radio_25_c23df6e97ffb842acba22ae669740c11' aria-label='Manual notes\/spreadsheet' aria-invalid='false' aria-required=true> <span>Manual notes\/spreadsheet<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_25_cbf122daab925871d5de37820417c33d'><input  type=\"radio\" name=\"input_radio_25\" data-name=\"input_radio_25\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Limited automation (Google Sheets + manual input)\" data-calc_value=\"2\"  id='input_radio_25_cbf122daab925871d5de37820417c33d' aria-label='Limited automation (Google Sheets + manual input)' aria-invalid='false' aria-required=true> <span>Limited automation (Google Sheets + manual input)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_25_e3e0ac621c3b8cac63dbd3fe3e1a9e8b'><input  type=\"radio\" name=\"input_radio_25\" data-name=\"input_radio_25\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Automated monitoring system (accounts for ~70% volatility \u2014 AirOps; 73% ghost citations \u2014 Superlines)\" data-calc_value=\"3\"  id='input_radio_25_e3e0ac621c3b8cac63dbd3fe3e1a9e8b' aria-label='Automated monitoring system (accounts for ~70% volatility \u2014 AirOps; 73% ghost citations \u2014 Superlines)' aria-invalid='false' aria-required=true> <span>Automated monitoring system (accounts for ~70% volatility \u2014 AirOps; 73% ghost citations \u2014 Superlines)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_23\" ><p><b>What This Score Means:<\/b> AI platforms are highly volatile (70% variance on identical queries). A tracking system is essential for identifying trends. Ghost citations (73%) are normal \u2014 trackability matters more than perfect measurement.<\/p><\/div><input type=\"hidden\" name=\"hidden_step8_weight\" value=\"6\" data-name=\"hidden_step8_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Continue'>Continue<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_24\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_25\" ><p>Research Background: llms.txt currently shows NO measurable impact (SE Ranking 300K, OtterlyAI, ALLMO). Treat it as forward-looking preparation \u2014 technical standards take years to establish. Crawlability and correct robots.txt are foundational.<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 9.1: Is your website optimized for AI crawlers?\">Question 9.1: Is your website optimized for AI crawlers?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_26_fe3b2b975148a614a8e581e4117acfa0'><input  type=\"radio\" name=\"input_radio_26\" data-name=\"input_radio_26\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Blocks AI crawlers (user-agent-based)\" data-calc_value=\"0\"  id='input_radio_26_fe3b2b975148a614a8e581e4117acfa0' aria-label='Blocks AI crawlers (user-agent-based)' aria-invalid='false' aria-required=true> <span>Blocks AI crawlers (user-agent-based)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_26_c7ba9bcd98d7035d82bd08578b057978'><input  type=\"radio\" name=\"input_radio_26\" data-name=\"input_radio_26\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Allows AI crawlers, but no specific optimizations\" data-calc_value=\"1\"  id='input_radio_26_c7ba9bcd98d7035d82bd08578b057978' aria-label='Allows AI crawlers, but no specific optimizations' aria-invalid='false' aria-required=true> <span>Allows AI crawlers, but no specific optimizations<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_26_b662fd69b3087c2c0896d5f679b35e38'><input  type=\"radio\" name=\"input_radio_26\" data-name=\"input_radio_26\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"robots.txt allows AI crawlers without restrictions\" data-calc_value=\"2\"  id='input_radio_26_b662fd69b3087c2c0896d5f679b35e38' aria-label='robots.txt allows AI crawlers without restrictions' aria-invalid='false' aria-required=true> <span>robots.txt allows AI crawlers without restrictions<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_26_40a45c8ed8b6e2b5d65838816149c66c'><input  type=\"radio\" name=\"input_radio_26\" data-name=\"input_radio_26\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Optimized: sitemap.xml, fast load times, correct robots.txt, mobile-friendly\" data-calc_value=\"3\"  id='input_radio_26_40a45c8ed8b6e2b5d65838816149c66c' aria-label='Optimized: sitemap.xml, fast load times, correct robots.txt, mobile-friendly' aria-invalid='false' aria-required=true> <span>Optimized: sitemap.xml, fast load times, correct robots.txt, mobile-friendly<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 9.2: Do you have a llms.txt or similar file? (Max 2 points \u2014 no measurable impact per SE Ranking 300K)\">Question 9.2: Do you have a llms.txt or similar file? (Max 2 points \u2014 no measurable impact per SE Ranking 300K)<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_27_ab6ac497e0ef9dd198cec7504530e8e1'><input  type=\"radio\" name=\"input_radio_27\" data-name=\"input_radio_27\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No and not planned\" data-calc_value=\"1\"  id='input_radio_27_ab6ac497e0ef9dd198cec7504530e8e1' aria-label='No and not planned' aria-invalid='false' aria-required=true> <span>No and not planned<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_27_a00acf13980213e730445ad1384ae91b'><input  type=\"radio\" name=\"input_radio_27\" data-name=\"input_radio_27\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Yes, but basic\/incomplete\" data-calc_value=\"1\"  id='input_radio_27_a00acf13980213e730445ad1384ae91b' aria-label='Yes, but basic\/incomplete' aria-invalid='false' aria-required=true> <span>Yes, but basic\/incomplete<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_27_2d5dc9efa59dd79c52ad903218f3a222'><input  type=\"radio\" name=\"input_radio_27\" data-name=\"input_radio_27\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Yes, with complete content description\" data-calc_value=\"2\"  id='input_radio_27_2d5dc9efa59dd79c52ad903218f3a222' aria-label='Yes, with complete content description' aria-invalid='false' aria-required=true> <span>Yes, with complete content description<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_27_014c740e6a96de745a94d9972ced50ce'><input  type=\"radio\" name=\"input_radio_27\" data-name=\"input_radio_27\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Yes, with monitoring (forward-thinking: currently no measurable impact \u2014 SE Ranking 300K \u2014 but technical standards establish over years)\" data-calc_value=\"2\"  id='input_radio_27_014c740e6a96de745a94d9972ced50ce' aria-label='Yes, with monitoring (forward-thinking: currently no measurable impact \u2014 SE Ranking 300K \u2014 but technical standards establish over years)' aria-invalid='false' aria-required=true> <span>Yes, with monitoring (forward-thinking: currently no measurable impact \u2014 SE Ranking 300K \u2014 but technical standards establish over years)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 9.3: What is your technical performance?\">Question 9.3: What is your technical performance?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_28_f3e2697122959de777c0224123611ed0'><input  type=\"radio\" name=\"input_radio_28\" data-name=\"input_radio_28\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Core Web Vitals: Poor\" data-calc_value=\"0\"  id='input_radio_28_f3e2697122959de777c0224123611ed0' aria-label='Core Web Vitals: Poor' aria-invalid='false' aria-required=true> <span>Core Web Vitals: Poor<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_28_5712013dd0e4b45fbfa82d2313c65ebb'><input  type=\"radio\" name=\"input_radio_28\" data-name=\"input_radio_28\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Core Web Vitals: Needs Improvement\" data-calc_value=\"1\"  id='input_radio_28_5712013dd0e4b45fbfa82d2313c65ebb' aria-label='Core Web Vitals: Needs Improvement' aria-invalid='false' aria-required=true> <span>Core Web Vitals: Needs Improvement<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_28_995aef55c6b40594802dce403984d1fb'><input  type=\"radio\" name=\"input_radio_28\" data-name=\"input_radio_28\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Core Web Vitals: Good, but not optimized\" data-calc_value=\"2\"  id='input_radio_28_995aef55c6b40594802dce403984d1fb' aria-label='Core Web Vitals: Good, but not optimized' aria-invalid='false' aria-required=true> <span>Core Web Vitals: Good, but not optimized<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_28_837510ad3b71e18eb5e44c8e4693da6e'><input  type=\"radio\" name=\"input_radio_28\" data-name=\"input_radio_28\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Core Web Vitals: Good + mobile-first + optimized XML sitemaps\" data-calc_value=\"3\"  id='input_radio_28_837510ad3b71e18eb5e44c8e4693da6e' aria-label='Core Web Vitals: Good + mobile-first + optimized XML sitemaps' aria-invalid='false' aria-required=true> <span>Core Web Vitals: Good + mobile-first + optimized XML sitemaps<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_26\" ><p><b>What This Score Means:<\/b> Basic technical optimization (crawlability, performance, sitemaps) is necessary but not the main lever. llms.txt is a forward-looking investment with no current measurable impact. Focus on content and authority first.<\/p><\/div><input type=\"hidden\" name=\"hidden_step9_weight\" value=\"5\" data-name=\"hidden_step9_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Continue'>Continue<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_27\" ><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_28\" ><p>Research Background: Brand Authority r=0.334 (AISO\/GEO KDD 2024). Brand web mentions r=0.664 (ConvertMate, 80M+). Google March 2026: 73% of YMYL top pages show author credentials (up from 58%).<\/p><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 10.1: How established is your author\/brand authority?\">Question 10.1: How established is your author\/brand authority?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_29_e5f91315c9c8cd49b14692da1a846827'><input  type=\"radio\" name=\"input_radio_29\" data-name=\"input_radio_29\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"No recognizable expertise or author information\" data-calc_value=\"0\"  id='input_radio_29_e5f91315c9c8cd49b14692da1a846827' aria-label='No recognizable expertise or author information' aria-invalid='false' aria-required=true> <span>No recognizable expertise or author information<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_29_0209fd079edd3889a0afe689251cd16c'><input  type=\"radio\" name=\"input_radio_29\" data-name=\"input_radio_29\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Author name mentioned, but no credentials\" data-calc_value=\"1\"  id='input_radio_29_0209fd079edd3889a0afe689251cd16c' aria-label='Author name mentioned, but no credentials' aria-invalid='false' aria-required=true> <span>Author name mentioned, but no credentials<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_29_b2967ceb4cc6eb78418414737d881dfd'><input  type=\"radio\" name=\"input_radio_29\" data-name=\"input_radio_29\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Author with visible credentials (LinkedIn, past projects)\" data-calc_value=\"2\"  id='input_radio_29_b2967ceb4cc6eb78418414737d881dfd' aria-label='Author with visible credentials (LinkedIn, past projects)' aria-invalid='false' aria-required=true> <span>Author with visible credentials (LinkedIn, past projects)<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_29_0151dd78cdc99df772c372fa1cc537c8'><input  type=\"radio\" name=\"input_radio_29\" data-name=\"input_radio_29\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Author with comprehensive credentials + verification (73% of top YMYL pages \u2014 Google March 2026)\" data-calc_value=\"3\"  id='input_radio_29_0151dd78cdc99df772c372fa1cc537c8' aria-label='Author with comprehensive credentials + verification (73% of top YMYL pages \u2014 Google March 2026)' aria-invalid='false' aria-required=true> <span>Author with comprehensive credentials + verification (73% of top YMYL pages \u2014 Google March 2026)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 10.2: Is your brand visible in search results for your name?\">Question 10.2: Is your brand visible in search results for your name?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_30_936b9a174ade04ae908695e3e1b8c780'><input  type=\"radio\" name=\"input_radio_30\" data-name=\"input_radio_30\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Not found or only at position 10+\" data-calc_value=\"0\"  id='input_radio_30_936b9a174ade04ae908695e3e1b8c780' aria-label='Not found or only at position 10+' aria-invalid='false' aria-required=true> <span>Not found or only at position 10+<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_30_d4cf3ffc8ec96ef7d7ede8c9caf0c2a4'><input  type=\"radio\" name=\"input_radio_30\" data-name=\"input_radio_30\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Top 5 for exact brand name\" data-calc_value=\"1\"  id='input_radio_30_d4cf3ffc8ec96ef7d7ede8c9caf0c2a4' aria-label='Top 5 for exact brand name' aria-invalid='false' aria-required=true> <span>Top 5 for exact brand name<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_30_ee5b19a4217d4f9a9a3a09be5dba657f'><input  type=\"radio\" name=\"input_radio_30\" data-name=\"input_radio_30\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Position 1-2 for brand + top 3 for variations\" data-calc_value=\"2\"  id='input_radio_30_ee5b19a4217d4f9a9a3a09be5dba657f' aria-label='Position 1-2 for brand + top 3 for variations' aria-invalid='false' aria-required=true> <span>Position 1-2 for brand + top 3 for variations<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_30_c54c0afcfb0cc819fe588896c7cecbcd'><input  type=\"radio\" name=\"input_radio_30\" data-name=\"input_radio_30\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"Position 1 for brand + strong visibility for all variations + knowledge panel (brand authority r=0.334)\" data-calc_value=\"3\"  id='input_radio_30_c54c0afcfb0cc819fe588896c7cecbcd' aria-label='Position 1 for brand + strong visibility for all variations + knowledge panel (brand authority r=0.334)' aria-invalid='false' aria-required=true> <span>Position 1 for brand + strong visibility for all variations + knowledge panel (brand authority r=0.334)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label   aria-label=\"Question 10.3: How many high-quality backlinks do you have?\">Question 10.3: How many high-quality backlinks do you have?<\/label><\/div><div class='ff-el-input--content'><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_31_d6a917ff556b50c752005da7f03deae7'><input  type=\"radio\" name=\"input_radio_31\" data-name=\"input_radio_31\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"0-10 backlinks from DA 30+\" data-calc_value=\"0\"  id='input_radio_31_d6a917ff556b50c752005da7f03deae7' aria-label='0-10 backlinks from DA 30+' aria-invalid='false' aria-required=true> <span>0-10 backlinks from DA 30+<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_31_0f7c9aaf9cd8abba90a1e5d2623eb7a2'><input  type=\"radio\" name=\"input_radio_31\" data-name=\"input_radio_31\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"10-50 backlinks from relevant context\" data-calc_value=\"1\"  id='input_radio_31_0f7c9aaf9cd8abba90a1e5d2623eb7a2' aria-label='10-50 backlinks from relevant context' aria-invalid='false' aria-required=true> <span>10-50 backlinks from relevant context<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_31_03160592cb76e254025a6de7e28d8991'><input  type=\"radio\" name=\"input_radio_31\" data-name=\"input_radio_31\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"50-200 high-quality backlinks\" data-calc_value=\"2\"  id='input_radio_31_03160592cb76e254025a6de7e28d8991' aria-label='50-200 high-quality backlinks' aria-invalid='false' aria-required=true> <span>50-200 high-quality backlinks<\/span><\/label><\/div><div class='ff-el-form-check ff-el-form-check-'><label class='ff-el-form-check-label' for='input_radio_31_6d156111ce01c8c1c1a2ccd5068f8231'><input  type=\"radio\" name=\"input_radio_31\" data-name=\"input_radio_31\" class=\"ff-el-form-check-input ff-el-form-check-radio\" value=\"200+ high-quality backlinks + brand web mentions r=0.664 (ConvertMate, 80M+)\" data-calc_value=\"3\"  id='input_radio_31_6d156111ce01c8c1c1a2ccd5068f8231' aria-label='200+ high-quality backlinks + brand web mentions r=0.664 (ConvertMate, 80M+)' aria-invalid='false' aria-required=true> <span>200+ high-quality backlinks + brand web mentions r=0.664 (ConvertMate, 80M+)<\/span><\/label><\/div><\/div><\/div><div class='ff-el-group  ff-custom_html' tabindex='-1' data-name=\"custom_html-7_29\" ><p><b>What This Score Means:<\/b> E-E-A-T is explicitly measured by the Google March 2026 update (73% of top pages show author credentials). For YMYL and specialized content, author authority is decisive. Brand authority (r=0.334) is a moderate but consistent factor.<\/p><\/div><input type=\"hidden\" name=\"hidden_step10_weight\" value=\"8\" data-name=\"hidden_step10_weight\" ><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><button style='float: right;'  type='button' data-action='next' class='ff-float-right ff-btn ff-btn-next ff-btn-secondary' aria-label='Go to final Step'>Go to final Step<\/button><\/div><\/div><div style='display: none;' class=\" fluentform-step\" data-name=\"form_step-7_30\" ><div data-type=\"name-element\" data-name=\"names\" class=\" ff-field_container ff-name-field-wrapper\" ><div class='ff-t-container'><div class='ff-t-cell '><div class='ff-el-group ff-el-form-top'><div class=\"ff-el-input--label asterisk-right\"><label for='ff_7_names_first_name_' id='label_ff_7_names_first_name_' >First Name<\/label><\/div><div class='ff-el-input--content'><input type=\"text\" name=\"names[first_name]\" id=\"ff_7_names_first_name_\" class=\"ff-el-form-control\" placeholder=\"Enter Your First Name\" aria-invalid=\"false\" aria-required=false><\/div><\/div><\/div><div class='ff-t-cell '><div class='ff-el-group ff-el-form-top'><div class=\"ff-el-input--label asterisk-right\"><label for='ff_7_names_last_name_' id='label_ff_7_names_last_name_' >Last Name<\/label><\/div><div class='ff-el-input--content'><input type=\"text\" name=\"names[last_name]\" id=\"ff_7_names_last_name_\" class=\"ff-el-form-control\" placeholder=\"Enter Your Last Name\" aria-invalid=\"false\" aria-required=false><\/div><\/div><\/div><\/div><\/div><div class='ff-el-group'><div class=\"ff-el-input--label ff-el-is-required asterisk-right\"><label for='ff_7_email' id='label_ff_7_email' aria-label=\"Your Email\">Your Email<\/label><div class=\"ff-el-tooltip\" data-content=\"After submitting this form your individual AI Readiness Score will be sent to you via email.\"><svg width=\"16\" height=\"16\" viewBox=\"0 0 25 25\"><path d=\"m329 393l0-46c0-2-1-4-2-6-2-2-4-3-7-3l-27 0 0-146c0-3-1-5-3-7-2-1-4-2-7-2l-91 0c-3 0-5 1-7 2-1 2-2 4-2 7l0 46c0 2 1 5 2 6 2 2 4 3 7 3l27 0 0 91-27 0c-3 0-5 1-7 3-1 2-2 4-2 6l0 46c0 3 1 5 2 7 2 1 4 2 7 2l128 0c3 0 5-1 7-2 1-2 2-4 2-7z m-36-256l0-46c0-2-1-4-3-6-2-2-4-3-7-3l-54 0c-3 0-5 1-7 3-2 2-3 4-3 6l0 46c0 3 1 5 3 7 2 1 4 2 7 2l54 0c3 0 5-1 7-2 2-2 3-4 3-7z m182 119c0 40-9 77-29 110-20 34-46 60-80 80-33 20-70 29-110 29-40 0-77-9-110-29-34-20-60-46-80-80-20-33-29-70-29-110 0-40 9-77 29-110 20-34 46-60 80-80 33-20 70-29 110-29 40 0 77 9 110 29 34 20 60 46 80 80 20 33 29 70 29 110z\" transform=\"scale(0.046875 0.046875)\"><\/path><\/svg><\/div><\/div><div class='ff-el-input--content'><input type=\"email\" name=\"email\" id=\"ff_7_email\" class=\"ff-el-form-control\" placeholder=\"Email Address\" data-name=\"email\"  aria-invalid=\"false\" aria-required=true><\/div><\/div><div class='ff-el-group ff-hidden'><div class=\"ff-el-input--label asterisk-right\"><label for='ff_7_numeric_field' id='label_ff_7_numeric_field' aria-label=\"Score\">Score<\/label><\/div><div class='ff-el-input--content'><div class=\"ff_input-group\"><input type=\"text\" name=\"numeric_field\" id=\"ff_7_numeric_field\" class=\"ff-el-form-control  ff_has_formula ff_numeric\" data-name=\"numeric_field\" data-calculation_formula=\"(({input_radio}+{input_radio_1}+{input_radio_2}) \/ 9 * {hidden_step1_weight} + ({input_radio_3}+{input_radio_4}+{input_radio_5}) \/ 9 * {hidden_step2_weight} + ({input_radio_7}+{input_radio_8}+{input_radio_9}+{input_radio_10}) \/ 12 * {hidden_step3_weight} + ({input_radio_11}+{input_radio_12}+{input_radio_13}) \/ 9 * {hidden_step4_weight} + ({input_radio_14}+{input_radio_15}+{input_radio_16}) \/ 9 * {hidden_step5_weight} + ({input_radio_17}+{input_radio_18}+{input_radio_19}) \/ 9 * {hidden_step6_weight} + ({input_radio_20}+{input_radio_21}+{input_radio_22}) \/ 9 * {hidden_step7_weight} + ({input_radio_23}+{input_radio_24}+{input_radio_25}) \/ 9 * {hidden_step8_weight} + ({input_radio_26}+{input_radio_27}+{input_radio_28}) \/ 9 * {hidden_step9_weight} + ({input_radio_29}+{input_radio_30}+{input_radio_31}) \/ 9 * {hidden_step10_weight} ) \/ 77 * 100\" readonly=\"1\" data-formatter=\"{&quot;decimal&quot;:&quot;,&quot;,&quot;separator&quot;:&quot;.&quot;,&quot;precision&quot;:2,&quot;symbol&quot;:&quot;&quot;}\"  aria-invalid=\"false\" aria-required=false><div class=\"ff_input-group-append\"><span class=\"ff_input-group-text\">points<\/span><\/div><\/div><\/div><\/div>        <div class=\"ff-step-t-container ff-inner_submit_container ff-column-container ff_columns_total_2\">\n            <div class=\"ff-t-cell ff-t-column-1\"><div class='step-nav ff_step_nav_last'><button style='float: left;'  type='button' data-action='prev' class='ff-btn ff-btn-prev ff-btn-secondary' aria-label='Back'>Back<\/button><\/div><\/div>\n            <div class=\"ff-t-cell ff-t-column-2\">\n                <div class='ff-el-group ff-text-center ff_submit_btn_wrapper'><button type=\"submit\" class=\"ff-btn ff-btn-submit ff-btn-md ff_btn_no_style\"  aria-label=\"Get Your Score\">Get Your Score<\/button><\/div>            <\/div>\n        <\/div>\n        <\/div><\/div><\/div>\n        <\/fieldset><\/form><div id='fluentform_7_errors' class='ff-errors-in-stack ff_form_instance_7_1 ff-form-loading_errors ff_form_instance_7_1_errors'><\/div><\/div>            <script type=\"text\/javascript\">\n                window.fluent_form_ff_form_instance_7_1 = {\"id\":\"7\",\"ajaxUrl\":\"https:\\\/\\\/citelayer-ai.com\\\/wp-admin\\\/admin-ajax.php\",\"settings\":{\"layout\":{\"labelPlacement\":\"top\",\"asteriskPlacement\":\"asterisk-right\",\"helpMessagePlacement\":\"with_label\",\"errorMessagePlacement\":\"inline\",\"cssClassName\":\"\"},\"restrictions\":{\"denyEmptySubmission\":{\"enabled\":false}}},\"form_instance\":\"ff_form_instance_7_1\",\"form_id_selector\":\"fluentform_7\",\"rules\":{\"input_radio\":{\"required\":{\"value\":true,\"message\":\"Este campo es obligatorio\",\"global_message\":\"This field is required\",\"global\":true}},\"input_radio_1\":{\"required\":{\"value\":true,\"message\":\"Este campo es obligatorio\",\"global_message\":\"This field is required\",\"global\":true}},\"input_radio_2\":{\"required\":{\"value\":true,\"message\":\"Este campo es obligatorio\",\"global_message\":\"This field is required\",\"global\":true}},\"input_radio_3\":{\"required\":{\"value\":true,\"message\":\"Este campo es 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value\",\"global\":true},\"digits\":{\"value\":\"\",\"message\":\"La validaci\\u00f3n falla por d\\u00edgitos limitados\",\"global_message\":\"Validation fails for limited digits\",\"global\":true}}},\"debounce_time\":300,\"conditionals\":{\"names\":{\"type\":\"any\",\"status\":true,\"conditions\":[{\"field\":\"\",\"value\":\"\",\"operator\":\"\"}],\"condition_groups\":[{\"rules\":[{\"field\":\"\",\"value\":\"\",\"operator\":\"\"}],\"title\":\"\",\"isEditingTitle\":false,\"isPreviewOpen\":false,\"isGroupOpen\":true}]}}};\n                            <\/script>\n            \n\n\n<h2 class=\"wp-block-heading cl-reveal\">How to Interpret Your Score<\/h2>\n\n\n\n<div class=\"cl-deliverables cl-reveal cl-reveal-delay-1\">\n<div class=\"cl-deliverable\"><div><p class=\"cl-deliverable__title\">0\u20134: Not AI-Ready<\/p><p class=\"cl-deliverable__desc\">Your business is likely invisible to AI search engines. Structured data is missing or incomplete. Start with an AI Visibility Audit to understand the full gap.<\/p><\/div><\/div>\n<div class=\"cl-deliverable\"><div><p class=\"cl-deliverable__title\">5\u20138: Partially Ready<\/p><p class=\"cl-deliverable__desc\">You have some foundations but significant gaps remain. AI may find you for branded queries but not for competitive searches. An audit will identify your highest-priority fixes.<\/p><\/div><\/div>\n<div class=\"cl-deliverable\"><div><p class=\"cl-deliverable__title\">9\u201312: AI-Accessible<\/p><p class=\"cl-deliverable__desc\">Your business is accessible to AI systems. The question now is whether you&#8217;re being selected for competitive queries \u2014 and how you compare to your competitors.<\/p><\/div><\/div>\n<div class=\"cl-deliverable\"><div><p class=\"cl-deliverable__title\">13\u201315: AI-Optimized<\/p><p class=\"cl-deliverable__desc\">Strong foundation. Focus shifts to competitive differentiation and ongoing monitoring as AI platforms evolve.<\/p><\/div><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading cl-reveal\">Next Steps<\/h2>\n\n\n\n<p class=\"cl-reveal\">This assessment gives you a directional reading. For a complete picture \u2014 including how you compare to competitors, platform-specific visibility scores, and a prioritized fix roadmap \u2014 get a full AI Visibility Audit.<\/p>\n\n\n\n<div class=\"wp-block-buttons cl-reveal cl-reveal-delay-1 is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button cl-btn cl-btn--primary\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/services\/ai-visibility-audit\/\">Get a Full AI Visibility Audit \u2014 $497<\/a><\/div>\n\n\n\n<div class=\"wp-block-button cl-btn cl-btn--secondary\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/resources\/eu-ai-act-checklist\/\">EU AI Act Compliance Checklist \u2192<\/a><\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>5 questions. Instant result. Find out if your business has the structured data infrastructure AI search engines need to find and recommend you.<\/p>","protected":false},"featured_media":0,"template":"","meta":{"cl_whats_inside_heading":"Research-Based Audit for AI Visibility","cl_whats_inside_subline":"**Status: April 2026** | Developed from 15+ current studies with 80M+ data points | Automatically updated every 14 days","cl_whats_inside_1_title":"Assessment Framework","cl_whats_inside_1_text":"Structured questions designed to evaluate your current AI visibility infrastructure across all major platforms.","cl_whats_inside_2_title":"Instant Scoring","cl_whats_inside_2_text":"Get your AI readiness score immediately \u2014 with specific recommendations for improvement.","cl_whats_inside_3_title":"Action Roadmap","cl_whats_inside_3_text":"Prioritized list of what to fix first, based on your answers. No guesswork.","cl_who_for_heading":"Who this is for","cl_who_for_subline":"","cl_who_for_1_title":"Marketing Leaders","cl_who_for_1_text":"CMOs and marketing directors who need to understand their AI visibility gap and build a business case for action.","cl_who_for_2_title":"Business Owners","cl_who_for_2_text":"Founders and CEOs who want to know if their business is being recommended by AI \u2014 before their competitors find out first.","cl_who_for_3_title":"SEO Professionals","cl_who_for_3_text":"Technical SEOs transitioning to AI visibility who need a structured framework for auditing and improving AI readiness.","cl_cs_client_name":"","cl_cs_client_url":"","cl_cs_industry":"","cl_cs_logo_url":"","cl_cs_visibility_tier":"","cl_cs_platforms_tested":"","cl_cs_key_finding_1":"","cl_cs_key_finding_2":"","cl_cs_key_finding_3":"","cl_cs_testimonial_text":"","cl_cs_testimonial_author":"","cl_cs_testimonial_role":"","cl_cs_score":0,"footnotes":""},"resource_type":[15],"class_list":["post-53","cl_resource","type-cl_resource","status-publish","hentry","resource_type-free-tool"],"_links":{"self":[{"href":"https:\/\/citelayer-ai.com\/es\/wp-json\/wp\/v2\/cl_resource\/53","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/citelayer-ai.com\/es\/wp-json\/wp\/v2\/cl_resource"}],"about":[{"href":"https:\/\/citelayer-ai.com\/es\/wp-json\/wp\/v2\/types\/cl_resource"}],"version-history":[{"count":14,"href":"https:\/\/citelayer-ai.com\/es\/wp-json\/wp\/v2\/cl_resource\/53\/revisions"}],"predecessor-version":[{"id":514,"href":"https:\/\/citelayer-ai.com\/es\/wp-json\/wp\/v2\/cl_resource\/53\/revisions\/514"}],"wp:attachment":[{"href":"https:\/\/citelayer-ai.com\/es\/wp-json\/wp\/v2\/media?parent=53"}],"wp:term":[{"taxonomy":"resource_type","embeddable":true,"href":"https:\/\/citelayer-ai.com\/es\/wp-json\/wp\/v2\/resource_type?post=53"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}