MaxAEO Blog
Insights on AI Search Visibility, GEO, and how brands get cited by ChatGPT, Perplexity, and Google AI Overviews.
Breadcrumbs for AI Search: Clarify Product, Use-Case, and Brand Relationships
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Breadcrumbs for AI search expose brand, product, and use-case hierarchy so LLMs keep context when they pull a passage. See the patterns and a cold-passage test to prove it.
Can AI Crawlers See Infinite Scroll? Pagination Patterns That Keep Evidence Discoverable
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AI crawlers don’t scroll or run JavaScript, so infinite scroll hides your archive. See the pagination patterns that keep every page crawlable—and test yours.
JavaScript Schema and AI Crawlers: Is Your JSON-LD Actually Retrieved?
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When JavaScript injects your schema, AI crawlers like GPTBot and ClaudeBot may never retrieve the JSON-LD. Test what’s actually seen—and fix it.
Who Does ChatGPT Think Your Competitors Are? Build an AI-Native Competitive Set
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\”Who does ChatGPT think my competitors are?\” Build your AI-native competitive set from AI recommendation answers with a repeatable method—start today.
Off-Site Signals for AI Search: Why AI Picks the Brand Sources Agree On
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AI recommends the brand independent sources already agree on. See how off-site signals for AI search build cross-source consensus — and get a framework to audit yours.
Reddit Citations in AI Search: How Community Threads Become Recommendations
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Reddit citations in AI search drive up to 46.7% of Perplexity answers. Learn which threads AI pulls and how to show up ethically—track your AI share of voice.
Best-of Listicles in AI Search: How to Get Into Roundups That AI Cites
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Best-of listicles in AI search power more shortlists than any single source. Learn to find the lists AI cites, earn placement, pass editors’ criteria, and stay current.
Bottom-Funnel AI Search Prompts: A Taxonomy and Playbook to Win Deals
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Bottom-funnel AI search prompts decide B2B deals. Get a taxonomy of the 7 high-intent prompt types—and a playbook to win each in ChatGPT. Start tracking yours.
AI Wrong Pricing: Get Your Price Quoted Accurately in AI Answers
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AI wrong pricing—stale tiers, false ‘free’ claims, bad rival comparisons—loses deals. Get a 5-step playbook to fix how ChatGPT and Perplexity quote your price.
Integration Questions in AI Search: Win ‘Does It Work With ___?’ Answers
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Integration questions in AI search gate B2B shortlists. See how ChatGPT, Perplexity and Gemini answer them, plus a playbook to win cited ‘yes’ answers.