Public audits · on the record
We publish the whole audit.
Most of this industry hides behind a login. We publish a complete sample audit: the ledger, the transcripts, the scorecard, so you can judge the quality of the work before you ever pay for it.
A sample visibility ledger.
- best [category] tools for startupsChatGPTAbsent
- [competitor] alternativesPerplexityAbsent
- most trusted [category] vendorGeminiAbsent
- is [your brand] any goodChatGPTThin
- top [category] platforms 2026ClaudeAbsent
Anonymised, category-level. Yours is run privately on your real brand and competitors.
Audits we have published.
Where an early-stage SaaS sat across best-tools and alternatives-to prompts, and the three fixes that moved it.
How a security vendor appeared in reputation prompts, and the citation gaps that kept it out of the recommended set.
The trust-and-comparison prompts that decide fintech deals, and where structured-data fixes changed the answer.
Want this run on your category?
We map your real prompts, your real competitors, and the exact pages between you and the answer.
Get mentioned. For certain.