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Insights on AI search visibility

9 min read

What Google AI Mode means for your brand

Google AI Mode has 75M daily users and 93% zero-click sessions. It cites different sources than AI Overviews for the same query, with only 13.7% overlap.

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9 min read

The invisible shortlist: how AI decides who buyers consider

60% of consumers trust AI recommendations. AI engines now shape the buyer's shortlist, and 93% of those sessions never generate a click your analytics can track.

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8 min read

AI search visibility statistics for 2026: the numbers that matter

37 data points on AI search adoption, citation rates, traffic, and brand visibility from BCG, Bain, Gartner, and primary research. Updated April 2026.

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7 min read

Why brands with strong SEO are still invisible in AI search

Eight patterns that block AI citations even when your Google rankings are strong. Most brands are making at least five right now.

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10 min read

GEO and SEO: do they conflict, complement, or replace each other?

Most GEO improvements also boost SEO. But 44% of ChatGPT-cited pages rank outside Google's top 20, so SEO alone leaves gaps AI engines will not fill.

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8 min read

Topical authority in AI search: why 15 deep posts beat 50 thin ones

Sites with 50 deep pages get cited 3.2x more than sites with 500 thin ones. AI engines use query fan-out to test your depth, and most brands fail.

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9 min read

Why fresh content wins: the 90-day citation window in AI search

Half of Perplexity's citations come from content published this year alone. Pages older than 90 days are 2x less likely to be cited by ChatGPT.

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9 min read

Which technical signals matter for AI search (and which don't)

79% of top news publishers block AI crawlers, but 75% of blocking sites still get cited. The real technical signals are schema, SSR, and crawl policy.

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8 min read

How ChatGPT decides what to cite (the RAG pipeline explained simply)

ChatGPT retrieves dozens of pages per query but only cites 15% of them. The four-stage pipeline that filters your content in or out, explained for marketers.

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8 min read

The 2-7 domain rule: why AI search is winner-take-most

LLMs cite only 2-7 domains per response, and the top 10 capture 54% of all references. There is no page 2 of ChatGPT. Here is what that means for your brand.

ai-search-visibility geo aeo llm-seo ai-seo
8 min read

Your brand's Wikipedia problem: why AI engines trust aggregators more than you

Wikipedia accounts for 47.9% of ChatGPT's top citations, and Reddit captures 46.5% on Perplexity. Here's what aggregators do that brand sites don't.

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8 min read

AI search visibility by industry: who's cited and who's not

SaaS brands score 62/100 on AI visibility while ecommerce averages 48. Benchmarks from 4,217 brands reveal what separates the cited from the invisible.

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8 min read

The mention-link gap: when AI knows your brand but sends traffic elsewhere

AI engines mention your brand but link to aggregators instead. Only 6-27% of mentioned brands also earn source citations.

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9 min read

What happens to your traffic when Google AI Overviews appear for your keywords?

When AI Overviews appear, the #1 organic result loses 58% of its clicks. Brands cited inside the overview gain 35% more. Here is who wins and who disappears.

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7 min read

Is investing in AI search visibility worth it?

BCG: GenAI is the #2 purchase touchpoint. Bain: 85% buy from the day-one shortlist. McKinsey: brands on that list are 3x more likely to be purchased. The data is in.

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7 min read

What is AI search visibility (and how GEO, AEO, LLM SEO, and AI SEO fit in)

Your brand is either in the AI answer or it's invisible. GEO, AEO, LLM SEO, and AI SEO are all names for the practice of fixing that. A plain-English breakdown.

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