MaxAEO Blog
Insights on AI Search Visibility, GEO, and how brands get cited by ChatGPT, Perplexity, and Google AI Overviews.
ChatGPT Negative Brand Mentions: How to Detect, Diagnose, and Reduce Them
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Spot ChatGPT negative brand mentions early, trace source URLs and sentiment, and compare them across 8 AI engines. Get the free report.
Site Migration AI Search Visibility: Redirects, URL Changes, and Citation Recovery
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Site migration AI search visibility depends on how fast AI engines re-crawl your 301s. See per-engine recovery curves and shorten the citation gap—track it daily.
Content Chunking for AI Search: Passage Engineering for Chunks That Survive Retrieval
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Content chunking for AI search breaks when retrieval lifts a passage off its page. Passage engineering keeps chunks citable—see the rewrites and test inside.
How AI Search Retrieval Works: Embeddings, Chunking, and Reranking for Marketers
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How AI search retrieval works, explained for marketers: embeddings, chunking, reranking, and which stage each AEO tactic targets. See where your pages drop out.
How Much of a Long Page Do AI Models Use? Page Length and AI Citations
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We put one claim at five depths in long pages and tracked which reached AI answers. Get the page length and AI citations rule and where to place your best…
Syndicated Content and AI Citations: Which Copy Wins the Credit
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AI often cites a syndicated copy, not your original. See which version wins syndicated content AI citations — and how to track and win the credit back.
Gated Content and AI Search: What Happens to the Whitepaper Behind the Form
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Gated content AI search is nearly blind: email forms, paywalls, and login walls block the crawlers that quote you. See which gates to drop—and keep your leads.
AI Recommendation Bias: What Actually Tilts an AI Shortlist
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AI recommendation bias decides which brands AI names before you optimize. Our 8-engine field study quantifies four tilts with per-engine data—see the numbers.
Why AI Recommends Free Tools Over Paid Products (and How to Compete)
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AI recommends free tools more than paid ones. See the free/open-source skew by category—and the paid-product playbook that narrows it. Track your AI visibility.
Does PR Affect AI Search Visibility? Measuring Launch Spike Decay
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Does PR affect AI search visibility? We tracked 41 funding and launch events across eight AI surfaces — lift peaks on day 6 and halves by day 19. See the…