NVM Tools

NVM Tools is the applied product layer behind the newsletter. The first release is GEO Engine: a visibility workflow for teams that need to understand how their brand appears in AI search, answer engines, and competitor comparisons.

One URL input with audit-ready output

AI citation, entity, and comparison coverage review

Competitor answer-gap mapping

Priority fixes ranked by likely visibility impact

Open GEO Engine

Or join the waitlist for launch updates

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