Notes on paid-click auditing

What we are learning while watching the clicks people pay for.

June 26, 2026 · 5 min read

We let an LLM read our session recordings — here is what changed

Session replay tools solved capture years ago. The unwatched-recordings problem is what AI actually fixes.

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June 18, 2026 · 4 min read

The clicks you pay for that no human ever made

A share of every ad budget goes to scripts, scrapers, and click fraud. Behaviour gives them away — if anyone is watching.

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June 10, 2026 · 4 min read

Why paid clicks deserve their own analytics

Aggregate analytics was built to describe traffic, but paid clicks are purchases — and purchases deserve an audit rather than an average.

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See every money session for what it is

Add one line of code and the recording, the audit, and the morning digest start on their own — covering the clicks you pay for and the pages that turn visitors into customers.

Start auditing your sessions

One line of code that works on any site, and you can cancel anytime.