A field guide for the answer engine era
Choose the right
instrument for visibility.
A source-linked directory for every Generative Engine Optimization workflow — from your first AI visibility snapshot to the next technical fix.
Independent directory. Not affiliated with listed vendors.
Measure → diagnose → ship the next proof.
The working set
Tools with a job to do.
Filter by the moment you are in, not by a vague “best tools” list. Unknown means unknown — it is never filled in by guesswork.
The six-step field map
Where are you in the work?
GEO is not a score. It is a loop: establish a baseline, remove access friction, improve the answer, then measure again.
A small promise
Evidence before enthusiasm.
We publish decision fields only when a public product, pricing or documentation page can support them. Vendor claims stay labelled. Conflicting plans stay visible. A tool is not a recommendation just because it has a glossy homepage.
See the working set →Can be located on an official product, pricing or docs page.
Useful context, never the sole reason for a recommendation.
We could not verify it today. The card says so.