Case studies

Real work. Real numbers.

How B2B SaaS teams turned AI visibility from an opinion into a measured, compounding channel. Each one shows the method, the result, and the pages that didn't win.

AI QA for customer support · AI search visibility

Intryc grew its AI visibility 2× in 28 days.

Measure first, repair the citations already pointing at dead pages, then ship against the buying prompts where AI named a competitor instead.

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2.1×
Visibility in AI answers
~485
AI citations repaired
Global employment platform · AEO + content systems

Oyster got 11× more AI citations without publishing a new page.

A measurement layer first, a structural refresh second, and a production pipeline that keeps it compounding.

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11×
AI citations
+110%
Organic clicks
Speaker booking platform · AEO + content systems

Talkadot grew its AI visibility 2.2× in 9 weeks.

Mine what the company already knows, turn one report into 39 citable findings, then ship against the 20 searches the cofounder said mattered. The goal was 8. They won 19.

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2.2×
AI visibility
19/20
Priority searches won

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