OneIMS Labs · Field notes on AI search

A working playbook for winning answer engines.

Field reports, teardowns and training on how B2B and manufacturing brands earn citations inside ChatGPT, Perplexity and Google AI Overviews.

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The AEO Experiment · Vol. 04 · Day 41

We pick a hypothesis, run it on real brand pages, and publish what we measure — including the things that didn’t work. Here’s the current scoreboard.

+184%

LLM citations

vs. control group, 41 days in

7.4×

Share of voice lift

across 80 tracked prompts

38%

Category dominance

on Perplexity within 90 days

Hypotheses disproven

things we publicly walked back

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