Insights

Field notes from the AI search frontier.

Original research, candid playbooks and short essays from the webem.io team — written for marketers who'd rather be early than safe.

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Research 14 min read

The shape of shopping inside ChatGPT — a 12-million-prompt study.

We analyzed 12M shopping conversations across major AI assistants to map how brands get named, what attributes get cited, and which sources matter most.

The AI Search Brief — every other Tuesday.

One short email. The week's most important shift in AI search, plus the one tactic worth trying. No fluff.