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Free Audit
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- Core recommendation, mention and citation metrics
- Measurement confidence + coverage
- Top competitor sample
- Limited buyer-gap preview
Start with the signal for free. Unlock the full evidence graph, competitor patterns and Fix Briefs only when the audit is useful enough to act on.
Execute the highest-priority Fix Briefs and prepare the site for a same-panel validation run.
Broader execution across multiple high-priority gaps, evidence improvements and supporting pages.
The audit should stand on its own. Implementation is optional and scoped only after the evidence shows what is worth fixing.
ShortlistTrace separates coverage, repeat agreement and cross-engine agreement. We do not market a single opaque “AI rank.”
Read the methodology