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Guides, teardowns and tool comparisons from the team building the OS. Written for the people who have to deliver this work on Monday, not for the people who write about it.
Do AI search mentions drive organic traffic? The published coefficients measure different things. Here’s what the data shows and how to run the lagged test.
Guide · Tracking — Dmitry Chistov
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Do AI search mentions drive organic traffic? The published coefficients measure different things. Here’s what the data shows and how to run the lagged test.
Launch a GEO service line at your SEO agency as a 30-day pilot on one client: baseline, on-page fixes, third-party placement, then a report and a price.
AI visibility tools pricing compared: per-prompt, per-domain, per-seat and credit models, with 2026 entry prices from six vendors normalized to one unit.
Measure AI search optimization ROI in cost per citation: baseline four inputs, strip branded prompts, label each link from citation to revenue by confidence.
How to improve your AI search visibility in the order the fixes actually pay off: crawler access, answer-first passages, schema, then citable substance.
AI search optimization is how you earn citations inside AI answers on ChatGPT, Perplexity and Google AI Overviews. What GEO and AEO mean, and how to measure it.
