INVISIBLECOMPETITORAI Referral Intelligence
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The insights.

Industry news, in-depth articles and field notes on AI search. What's changing in how ChatGPT, Claude, Gemini and Perplexity recommend businesses, what the research is showing, and what to do about it.

12 October 2026 · AI Referral · How AI Search Works · Content · Google
Google now scores effort. So does AI. Why thin content won't get you recommended
Google has named effort as a thing it measures in content. The same quality bar decides whether AI assistants cite your business or ignore it. Mass-produced pages are now a liability, not a shortcut.
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18 September 2026 · AI Referral · How AI Search Works · The Recommendation Gap
The Recommendation Gap: why AI doesn't name your business, even when Google does
Ranking gets you found. It does not get you recommended. The Recommendation Gap is the distance between the two, and it is where most small businesses quietly lose customers to AI.
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9 July 2026 · AI Referral · ChatGPT · How AI Search Works · Research
Why your ChatGPT visibility keeps changing, and what actually gets you cited
Asked the same question twice, ChatGPT changed its primary search source 11.6% of the time. New research explains why AI visibility is noisy, and what moves it anyway.
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19 May 2026 · AI Referral · Benchmark · Data
Top-pick rate is the metric that pays. Five UK outdoor brands prove why mention rate isn't enough.
Five well-known UK outdoor brands all scored 100% mention rate. Top-pick rate ranged from 20% to 73%. That gap is where the revenue is, here's the data.
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