NXTG.AI

A single-day census of what our production multi-agent harness caught: at least 9 wrong or almost-wrong claims caught before they shipped, and at least one that reached a running server before it was caught. Disclosed counting rule, per-item record including the miss, and an honest statement of what the numbers do and do not support.

We scanned 24 marketing agencies for AI visibility in ChatGPT. 22 scored zero out of 100, and buyers asking for an agency got software recommended instead.

We scanned four of our own products for AI visibility. The scores said absent. The competitor sets said AI filed us in the wrong category entirely.

A pricing-first comparison of the best AI visibility tools for agencies: Peec, Profound, Otterly, and GEO Grader, scored on white-label reporting, per-client workflow, and what the agency-usable tier actually costs.

Profound is the enterprise leader in AI visibility. That is exactly why it is the wrong fit for an agency reselling GEO inside a retainer. The math, side by side.

Week 0 of GEO Score Watch: our entire portfolio scores 0/100 in AI search. The baseline, the method, and what we're changing — published weekly.