RESULTS

What changed after the audit.

Replace each card below with a real client outcome — name, before/after finding, and a link to the full write-up.

SAAS · SERIES A

Cited in 3 of 4 AI platforms within 6 weeks

Before: brand didn't appear in any AI-generated answer for its own category. After fixing entity clarity and content structure, cited consistently in ChatGPT and Perplexity.

PROFESSIONAL SERVICES

Found the root cause: a missing Wikidata entity

AI systems were consistently misclassifying the firm's category. A single structured-data gap, invisible to normal SEO tools, was the cause.

B2B MARKETPLACE

Site copy and third-party listings were telling two different stories

Narrative diagnosis surfaced a positioning conflict AI models were picking up on — and repeating back inaccurately.

FINTECH

Competitor showed up first for their own brand name

Citation gap analysis showed exactly which structural and content advantages the competitor had, and how to close them.