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The numbers, the AOV caveat, and what to do with them.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_ai_leads_vs_organic_search_conversion", "text": "Most public datasets say AI-sourced leads convert higher than organic - ChatGPT at 1.81% vs 1.39%, a 4.4x Semrush value multiplier - but Amsive's 54-site test found no significant gap (p=0.794). Here is the honest spread, why the lift happens where it does, the AOV caveat that tempers it, and how to measure it on your own site.", "sourceUrl": "https://geolikeapro.com/blog/ai-leads-vs-organic-search-conversion", "pageTitle": "AI Leads vs Organic Search: The Conversion-Rate Gap", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_ai_overviews_passage_extraction_patterns", "@type": "Guide", "name": "AI Overviews Passage Extraction - What Sentence Structures Get Lifted", "description": "AI Overviews extract at the sentence level, not the page. Four structural signals that determine which passages get lifted - with before/after rewrites.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_ai_overviews_passage_extraction_patterns", "text": "From auditing 50+ pages, the pattern is clear: AI Overviews extract at the sentence level, not the page level. Here are the four structural signals that determine which passages get lifted - with before/after rewrites you can apply today.", "sourceUrl": "https://geolikeapro.com/blog/ai-overviews-passage-extraction-patterns", "pageTitle": "AI Overviews Passage Extraction: Sentence Patterns", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_ai_ready_product_pages", "@type": "Guide", "name": "AI-Ready Product Pages - A 6-Point Scoring Checklist for E-Commerce", "description": "Only 12% of Shopify merchants have Product schema. Score your product pages across 6 AI readiness signals - content depth, schema, expert quotes, statistics, FAQ, and source citations.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_ai_ready_product_pages", "text": "Only 12% of Shopify merchants have Product schema. Score your product pages across 6 AI readiness signals - content depth, schema markup, expert quotes, statistics, FAQ sections, and source citations - with this actionable checklist.", "sourceUrl": "https://geolikeapro.com/blog/ai-ready-product-pages", "pageTitle": "AI-Ready Product Pages - A 6-Point Scoring Checklist for E-Commerce", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_ai_search_analytics_brand_vs_ecommerce_teams", "@type": "Guide", "name": "AI Search Analytics: What Brand Teams Track vs Ecommerce Teams", "description": "Brand teams and ecommerce teams need different AI search metrics. Share of voice and sentiment for one; citation-to-conversion and AOV for the other.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_ai_search_analytics_brand_vs_ecommerce_teams", "text": "Brand teams and ecommerce teams are measuring the same AI search channel for different jobs. One needs share of voice and sentiment; the other needs citation-to-conversion and AOV. Here are the two metric stacks, named, so you stop borrowing the wrong one.", "sourceUrl": "https://geolikeapro.com/blog/ai-search-analytics-brand-vs-ecommerce-teams", "pageTitle": "AI Search Analytics: Brand Teams vs Ecommerce Teams", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_ai_search_changelog_week_1", "@type": "Guide", "name": "AI Search Signal #1 - March 2026", "description": "Google upgrades AI Overviews to Gemini 3. TurboQuant compresses AI memory 6x. Cloudflare catches Perplexity stealth crawlers. 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All AI search conversion rate data for e-commerce in one reference, with AOV caveats and growth projections.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_ai_search_conversion_rates_ecommerce", "text": "All AI search conversion rate data for e-commerce in one reference. ChatGPT converts 31% higher than non-branded organic (1.81% vs 1.39%). Perplexity hits 10.5%. Semrush reports a 4.4x multiplier. But ChatGPT AOV is 14.3% lower, and AI traffic is still ~1% of total - growing at 4,700% YoY.", "sourceUrl": "https://geolikeapro.com/blog/ai-search-conversion-rates-ecommerce", "pageTitle": "AI Search Conversion Rates for E-Commerce: Every Data Point in One Place (2025-2026)", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_ai_search_geographic_bias", "@type": "Guide", "name": "AI Search Has a Geography Problem", "description": "Geographic bias in AI, measured: cultural-authority countries take 90% of English AI citations vs 12.5%. Which side of country bias in AI answers are you on?", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_ai_search_geographic_bias", "text": "Wera, German tools: 100% English AI citation rate. Snocks, German clothing: zero. 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OpenAI $122B raise. 7 stories from the first week of April 2026.", "sourceUrl": "https://geolikeapro.com/blog/ai-search-signal-2-april-2026", "pageTitle": "AI Search Signal #2 - April 2026 | GEOlikeaPro", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_ai_search_signal_3_may_2026", "@type": "Guide", "name": "AI Search Signal #3 - May 2026", "description": "Google's official AI-search guide calls llms.txt a myth, AI Mode goes worldwide, Reddit tops the citation index, Copilot Checkout lands. 6 stories.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_ai_search_signal_3_may_2026", "text": "Google's official AI-search guide calls llms.txt a myth, AI Mode goes worldwide on Gemini 3.5 Flash, Reddit tops the 2026 citation index, and Copilot Checkout lands. Six stories from May 2026, every one linked to its primary source.", "sourceUrl": "https://geolikeapro.com/blog/ai-search-signal-3-may-2026", "pageTitle": "AI Search Signal #3 - May 2026 | GEOlikeaPro", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_best_faq_markup_ai_answers", "@type": "Guide", "name": "The Best Markup for FAQ Sections AI Engines Actually Cite", "description": "Google removed FAQ rich results in 2026, but FAQPage JSON-LD still gets cited by AI. The pattern that works, the mistakes that get you skipped, and a template.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_best_faq_markup_ai_answers", "text": "Google killed FAQ rich results in 2026 - gone from search in May, dropped from the Rich Results Test in June. If you read that as a reason to strip your FAQ markup, you are about to make a mistake. AI engines still cite FAQPage JSON-LD. Here is the pattern that gets quoted, the three mistakes that get you skipped, and how to validate it now that the old tool is gone.", "sourceUrl": "https://geolikeapro.com/blog/best-faq-markup-ai-answers", "pageTitle": "Best FAQ Markup for AI Answers (That Gets Cited)", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_bfcm_2026_ai_search_prep", "@type": "Guide", "name": "The BFCM Race for AI Citations", "description": "AI retail traffic grew 693% last holiday and those shoppers convert 31% better. The 8-week, week-by-week plan to be AI-shoppable before BFCM 2026.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_bfcm_2026_ai_search_prep", "text": "AI retail traffic grew 693% during the 2025 holiday season and those shoppers convert 31% better. BFCM 2026 will be more agentic, not less. Here's the week-by-week plan to make your store something the AI bots can actually find, read, and recommend.", "sourceUrl": "https://geolikeapro.com/blog/bfcm-2026-ai-search-prep", "pageTitle": "The BFCM Race for AI Citations: 8-Week Store Plan", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_can_midsize_store_get_into_wikipedia", "@type": "Guide", "name": "Can a Midsize Store Get Into Wikipedia? The Honest Answer", "description": "You can't buy a Wikipedia page and AI doesn't need one. The entity stack - Wikidata, sameAs, schema - and the regional path that actually gets you recognized.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_can_midsize_store_get_into_wikipedia", "text": "Short version: you can't buy a Wikipedia article, the shortcuts get deleted, and AI doesn't need one anyway. What it needs is the entity. Here's the Wikidata-led stack that gets a midsize store recognized by AI, plus the regional Wikipedia path that actually works.", "sourceUrl": "https://geolikeapro.com/blog/can-midsize-store-get-into-wikipedia", "pageTitle": "Can a Midsize Store Get Into Wikipedia? Honest Answer", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_chatgpt_shopping_shopify", "@type": "Guide", "name": "ChatGPT Shopping for Shopify Stores - Setup Guide with Real Numbers", "description": "50M daily shopping queries, 700M weekly users, zero ad spend required. Step-by-step guide to getting your Shopify store into ChatGPT Shopping with robots.txt, schema, product feeds, and Instant Checkout setup.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_chatgpt_shopping_shopify", "text": "ChatGPT Shopping processes 50 million shopping queries daily across 700 million weekly users. 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Here's my config.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_cloudflare_search_agent_training_categories", "text": "Cloudflare now sorts every AI bot into Search, Agent, or Training, with per-category controls on every plan including Free. On September 15 new defaults block Agent and Training traffic on pages that display ads - and Agent traffic is your customers asking ChatGPT about your store. The exact settings I recommend, plus what BotBase and Pay Per Use mean for merchants.", "sourceUrl": "https://geolikeapro.com/blog/cloudflare-search-agent-training-categories", "pageTitle": "Cloudflare's New AI Bot Categories: Search, Agent, Training", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_ecommerce_ai_search_kpis", "@type": "Guide", "name": "E-Commerce KPIs for AI Search - What to Track Beyond Organic", "description": "Traditional SEO metrics miss AI search value. 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The 6 KPIs e-commerce teams should track: Citation Rate, Share of Voice, Citation Position, Source Coverage, Sentiment Score, and AI Referral Revenue - plus e-commerce-specific crawl budget and agent-fetch metrics.", "sourceUrl": "https://geolikeapro.com/blog/ecommerce-ai-search-kpis", "pageTitle": "E-Commerce KPIs for AI Search - What to Track Beyond Organic", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_expert_quotes_eeat_ai_visibility", "@type": "Guide", "name": "How Expert Quotes Affect E-E-A-T and AI Search Visibility - Data and Examples", "description": "Expert quotes boost AI search visibility by up to 40% (Princeton/IIT Delhi study). Pages with attributed quotes get 3.2x more AI citations. 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Why fame is not AI visibility.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_fame_is_not_ai_visibility", "text": "I assumed the loudest-marketed brands would dominate AI search. The opposite is true. In our 31-brand audit the most famous DTC names sit on the floor - Liquid Death 18, AG1 20, Fenty 21 - while less-famous CeraVe outscores Fenty two to one. AI recommends the brand the web already writes up as the answer, not the one with the biggest budget. Here is how to actually get on that list.", "sourceUrl": "https://geolikeapro.com/blog/fame-is-not-ai-visibility", "pageTitle": "Why Famous Brands Have Low AI Visibility", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_faq_schema_ai_citations", "@type": "Guide", "name": "FAQ Schema That Gets Cited by AI - Structure, Markup, and E-Commerce Examples", "description": "Q&A is the format AI models prefer for extraction. Learn how to implement FAQ sections with details/summary HTML and FAQPage schema JSON-LD that ChatGPT and Perplexity actually cite.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_faq_schema_ai_citations", "text": "Q&A is the format AI models prefer for extraction. Learn how to implement FAQ sections - HTML details/summary, heading-based, and FAQPage schema JSON-LD - with e-commerce examples that ChatGPT Shopping and Perplexity actually cite.", "sourceUrl": "https://geolikeapro.com/blog/faq-schema-ai-citations", "pageTitle": "FAQ Schema That Gets Cited by AI - Structure, Markup, and E-Commerce Examples", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_faq_schema_deprecation_llm_impact", "@type": "Guide", "name": "Google Killed FAQ Rich Results - Why FAQPage Schema Still Matters for LLM Citations", "description": "Google removed FAQ rich results from the SERP in 2023 - but ChatGPT, Perplexity, and Claude still parse FAQPage JSON-LD. Here's why the schema is more important for AI citations than ever.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_faq_schema_deprecation_llm_impact", "text": "Google removed FAQ rich results from the SERP in 2023 - but ChatGPT, Perplexity, and Claude never stopped parsing FAQPage JSON-LD. Audit data shows FAQ-structured pages still earn 2.4x more AI citations than equivalent prose. Here are the new rules for the schema everyone thought was dead.", "sourceUrl": "https://geolikeapro.com/blog/faq-schema-deprecation-llm-impact", "pageTitle": "Google Killed FAQ Rich Results - Why FAQPage Schema Still Matters for LLM Citations", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_four_ai_engines_barely_agree", "@type": "Guide", "name": "AI Visibility: Why 4 Engines Score One Brand 10 to 100", "description": "We ran our own audit - 31 DTC brands across ChatGPT, Claude, Gemini and Perplexity. Same brand, opposite verdicts. Why a single-engine AI score lies.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_four_ai_engines_barely_agree", "text": "I ran our own AI-visibility audit - 31 DTC brands, four engines - expecting them to mostly agree. They did not. ChatGPT scores brands ~3x harder than Claude, all 20 four-engine brands flip rating tiers depending on which AI you ask, and homepage schema explained none of the gap. The disagreement is the signal, and the lever is off your website.", "sourceUrl": "https://geolikeapro.com/blog/four-ai-engines-barely-agree", "pageTitle": "AI Visibility: Why 4 Engines Score One Brand 10 to 100", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_google_ai_mode_search_to_act", "@type": "Guide", "name": "Google AI Mode Switched From Search to Act", "description": "AI Mode stopped retrieving and started doing - generating banners, calling businesses, building tools. What the search-to-act pivot means for your store.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_google_ai_mode_search_to_act", "text": "Google AI Mode stopped being a place you get retrieved from and became a place that creates, calls, and transacts. I generated a week of ad banners inside it - 9 of 10 were usable. Here's what the search-to-act pivot actually means for your store.", "sourceUrl": "https://geolikeapro.com/blog/google-ai-mode-search-to-act", "pageTitle": "Google AI Mode Switched From Search to Act", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_google_ai_overviews_ecommerce", "@type": "Guide", "name": "How Google AI Overviews Select Sources - And How to Get Your Products Cited", "description": "AI Overviews appear in 25% of searches and cited brands get 35% more clicks than #1 rankings. Learn the data-backed tactics to get your ecommerce products cited.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_google_ai_overviews_ecommerce", "text": "AI Overviews now appear in 25.11% of Google searches and reach over 1 billion users. Cited brands get 35% more clicks than the #1 organic result - while uncited pages lose up to 46.7% of their organic CTR. Here is what the data says about how sources are selected and how ecommerce brands can get their products cited.", "sourceUrl": "https://geolikeapro.com/blog/google-ai-overviews-ecommerce", "pageTitle": "How Google AI Overviews Select Sources - Get Your Products Cited", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_google_io_2026_brand_playbook", "@type": "Guide", "name": "What Google I/O 2026 Means for Brands: AI Mode, Search Agents, Universal Cart", "description": "Google I/O 2026 shipped Gemini 3.5 Flash as default in AI Mode, Search Agents, and Universal Cart. The 7 concrete moves brands should ship in the next 10 days to stay visible in the agentic search era.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_google_io_2026_brand_playbook", "text": "Google I/O 2026 shipped Gemini 3.5 Flash as default in AI Mode, Search Agents, and Universal Cart. A week later Google published its first AI Mode usage report - queries 3x longer, follow-ups +40% per month, planning queries +80%. Here are the 7 concrete moves brands should ship in the next 10 days, plus Aleyda Solis' post-I/O 5-shift measurement framework.", "sourceUrl": "https://geolikeapro.com/blog/google-io-2026-brand-playbook", "pageTitle": "What Google I/O 2026 Means for Brands: AI Mode + Agents", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_google_okf_ai_visibility", "@type": "Guide", "name": "Google OKF: A Knowledge Format, Not an AI Search Play", "description": "Google's OKF shipped June 12, 2026 - a developer format for internal AI agents, not an AI-visibility standard. Does it fit your AI optimization plan?", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_google_okf_ai_visibility", "text": "Google Cloud's Open Knowledge Format (OKF) shipped June 12, 2026 with an open spec and three sample bundles. It looks like an AI thing, so GEO people are asking if they need to optimize for it. They don't - here's what OKF actually is, and the one place it touches AI visibility.", "sourceUrl": "https://geolikeapro.com/blog/google-okf-ai-visibility", "pageTitle": "Google OKF: A Knowledge Format, Not an AI Search Play", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_hostinger_blocks_ai_crawlers", "@type": "Guide", "name": "Hostinger Quietly Blocks ChatGPT, Claude, and Perplexity from Reading Your Site. Their Support Confirmed It.", "description": "Hostinger support confirmed it: shared and Cloud Startup plans serve a reCAPTCHA challenge to AI crawler IP ranges. 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Here's the setup that gets you cited.", "sourceUrl": "https://geolikeapro.com/blog/how-claude-cites-the-web", "pageTitle": "How Claude Crawls and Cites Your Store (3-Bot Setup)", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_how_gptbot_crawls_ecommerce", "@type": "Guide", "name": "How GPTBot Actually Crawls E-commerce Sites - Traffic Data, Server Logs, and What It Means for Your Store", "description": "GPTBot grew 305% in one year. It doesn't execute JavaScript. OAI-SearchBot is the crawler that matters for ChatGPT Shopping (50M queries/day). Server log data, Cloudflare stats, and actionable setup for e-commerce stores.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_how_gptbot_crawls_ecommerce", "text": "GPTBot grew 305% in one year and doesn't execute JavaScript. OAI-SearchBot is the crawler that matters for ChatGPT Shopping (50M queries/day). 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But Skullcandy (Shopify, 4 of 6 signals verified, 0% SOV) and Rapha (custom platform, 2 of 6, 100% SOV) kill the naive causal story. The platform ships the signals; the corpus ships the citations - and your GEO playbook depends on which side you are on.", "sourceUrl": "https://geolikeapro.com/blog/shopify-ai-visibility-benchmark", "pageTitle": "Shopify vs Custom Platform AI Visibility: 20-Store Benchmark", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_should_you_research_ai_chat_answers", "@type": "Guide", "name": "Is It Worth Researching AI Chat Answers? The Data Says Yes", "description": "Four studies show AI chats are wrong 17-45% of the time and confidently misattribute citations. The 30-minute monthly brand audit I actually run.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_should_you_research_ai_chat_answers", "text": "Four independent studies (EBU/BBC, Columbia Tow Center, NewsGuard, Stanford HAI) show AI chat answers are wrong between 17% and 45% of the time, and confidently misattribute their citations. So is it worth researching how ChatGPT, Perplexity, Gemini and Claude answer questions about your brand? Yes, and here is the 30-minute monthly audit I actually run.", "sourceUrl": "https://geolikeapro.com/blog/should-you-research-ai-chat-answers", "pageTitle": "Is Researching AI Chat Answers Worth It? 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Anchor IDs, llms.txt, HTTP Link headers, and the faceted-URL fix that works for both.", "sourceUrl": "https://geolikeapro.com/blog/site-navigation-ai-crawlability", "pageTitle": "Site Navigation for AI Crawlability - Training vs Retrieval Crawlers", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_source_citations_ai_visibility", "@type": "Guide", "name": "How Source Citations Boost Your AI Search Visibility - Data, Examples, and Implementation", "description": "Source citations boost AI visibility by up to 40% (Princeton GEO study). Learn which domains carry the most weight, how citation chains work in ChatGPT and Perplexity, and implementation examples for e-commerce.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_source_citations_ai_visibility", "text": "Source citations boost AI visibility by up to 40% (Princeton GEO study). 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Here's the stack.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_structured_data_testing_ai_search", "text": "Google's Rich Results Test answers one question: does this JSON-LD qualify for a SERP feature? That's the wrong question for AI search. The five-layer testing stack - syntax, server-render, visible-text alignment, parity, and live LLM extraction - for schema that ChatGPT, Perplexity, and Claude actually cite.", "sourceUrl": "https://geolikeapro.com/blog/structured-data-testing-ai-search", "pageTitle": "Structured Data Testing for AI Search - Beyond Google's Rich Results Test", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_tracking_ai_citations_bing_webmaster", "@type": "Guide", "name": "How to Track AI Citations with Bing Webmaster Tools", "description": "Bing Webmaster Tools now reports your AI Citation Share, query intent, and topics. 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A practitioner walkthrough of the AI Performance report: the four new preview views, the worked example most teams misread, what to do when your Citation Share is low, and the concentration trap hiding inside a rising count.", "sourceUrl": "https://geolikeapro.com/blog/tracking-ai-citations-bing-webmaster", "pageTitle": "How to Track AI Citations with Bing Webmaster Tools", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_trust_queries_ai_sentiment_tax", "@type": "Guide", "name": "AI Brand Sentiment: The Trust-Query Tax on 100% SOV", "description": "Every brand hits 100% SOV on 'is my brand legit' AI answers - then sentiment drops 10-15 points. 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Heritage Northamptonshire shoemakers dominate the top of the ranking; UK retailers are nearly invisible to AI search.", "sourceUrl": "https://geolikeapro.com/blog/uk-footwear-ai-visibility-2026-part-1-the-10-brand-ranking", "pageTitle": "UK Footwear AI Visibility 2026: 10-Brand Ranking", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_uk_footwear_ai_visibility_2026_part_2_the_playbook", "@type": "Guide", "name": "UK Footwear AI Visibility 2026, Part 2: The Playbook", "description": "A per-tier playbook to lift your UK shoe brand's AI Share of Voice across ChatGPT, Claude, Perplexity and Gemini. Defend, close the gap, or climb.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_uk_footwear_ai_visibility_2026_part_2_the_playbook", "text": "Part 1 ranked 10 UK shoe brands by AI Share of Voice. Part 2 is the playbook: a per-tier action plan to defend a lead, close the gap in 90 days, or climb from the bottom, with realistic timelines and the corpus data behind them.", "sourceUrl": "https://geolikeapro.com/blog/uk-footwear-ai-visibility-2026-part-2-the-playbook", "pageTitle": "UK Footwear AI Visibility 2026, Part 2: The Playbook", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_vet_geo_tools_google_guidance", "@type": "Guide", "name": "Google Just Told You How to Vet a GEO Tool. I Ran Mine Through It.", "description": "Google published official rules for vetting third-party SEO and GEO tools. There are 200+ now. Here's the 5-check operator filter - and us passing it.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_vet_geo_tools_google_guidance", "text": "Google published official guidance on vetting third-party SEO and GEO tools - in a category with 200+ products. Here's the 5-check operator filter, and GEOlikeaPro run through it in public.", "sourceUrl": "https://geolikeapro.com/blog/vet-geo-tools-google-guidance", "pageTitle": "How to Vet a GEO Tool Using Google's Own Rules", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_warum_ki_leads_besser_konvertieren", "@type": "Guide", "name": "Warum KI-Leads besser konvertieren als organische Suche", "description": "Warum KI-Leads besser konvertieren als organische Suche: Vorqualifizierung, weniger Links pro Antwort, beantwortete Absicht und Vertrauensübertragung.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_warum_ki_leads_besser_konvertieren", "text": "Der Conversion-Vorsprung zwischen KI und organisch ist kein Zufall. Vier Mechanismen treiben ihn: Das Modell qualifiziert den Besucher vor, zeigt weniger Links pro Antwort, beantwortet die Absicht vor dem Klick und überträgt sein eigenes Vertrauen auf die zitierte Seite. So verdienst du jeden davon.", "sourceUrl": "https://geolikeapro.com/blog/warum-ki-leads-besser-konvertieren", "pageTitle": "Warum KI-Leads besser konvertieren als organisch", "publisher": "GEOlikeaPro", "retrieved": "2026-07-17T00:00:00Z", "contentType": "definition" } ] }, { "entityId": "e_post_webmcp_shopify_ai_agents", "@type": "Guide", "name": "WebMCP for Shopify Stores - The Browser AI Layer Shopify's MCP-UI Doesn't Cover", "description": "Shopify shipped MCP, MCP-UI, and UCP - but not WebMCP. WebMCP is the browser-native standard from Google + Microsoft for in-browser AI agents like Chrome AI Mode and Edge Copilot. Here's when Shopify merchants should care, and what to do.", "audienceType": "general", "hasChunks": [ { "chunkId": "c_post_webmcp_shopify_ai_agents", "text": "Shopify shipped MCP, MCP-UI, and UCP - but not WebMCP. WebMCP is the browser-native W3C standard from Google + Microsoft for in-browser AI agents (Chrome AI Mode, Edge Copilot). It's the layer Shopify's stack leaves to merchants. 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