The AI-visibility system, service by service.

Six services, one system. Together they engineer the entity, review, citation and content infrastructure ChatGPT, Perplexity, Gemini and Claude read before they answer.

AI-visibility audit

A read of how ChatGPT, Perplexity, Gemini and Claude currently answer buyer questions in your category — and how often they name your product versus a competitor.

Review engine

Reactivate and grow verified reviews on the sources AI actually cites for B2B software: G2, Capterra, TrustRadius, Product Hunt.

Entity & schema foundation

Organization, Product and SoftwareApplication schema, a consistent name/category, and a sameAs graph across G2, Capterra, LinkedIn and Crunchbase.

Signal engine

Earned third-party mentions on the domains AI already trusts — category newsletters, podcasts, SaaS publications, and long-tail comparison content.

Founder authority

Founder-voice POV content, published in an attributable, extractable format. Written for buyers, structured for LLMs.

AI-visibility analytics

A monthly scorecard across ChatGPT, Perplexity, Gemini and Claude — so you can see the flywheel move.

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