VERIFIED AUDIT

Increase confidence with deeper repeat evidence.

Run the same 15 buyer questions seven times across three AI systems and measure variation, source consistency and cross-engine disagreement.

What you receive

A 315-check benchmark, median score, observed range, stability metrics, source consistency, AI disagreement, detailed evidence and PDF/CSV export.

Who it is for

Agencies delivering client reports, cross-market brands and teams making higher-stakes content or authority decisions.

Cost protection

The system uses controlled batches and a hard retry limit. Permanent provider errors stop instead of repeatedly spending money.