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These notes stay qualitative. We do not publish a feature grid we cannot verify.
Descriptions of other companies are qualitative and fair-minded. Where we mention a public positioning, treat it as “as of November 2026, per their public site,” and check the source before you rely on it. We do not publish unverified feature grids or invented customer results.
AI visibility software
AthenaHQ is generally presented publicly as software for tracking how brands show up in AI answers.
AI visibility software
Profound’s public site presents an AI visibility platform used by teams who want to watch brand presence in answer engines.
AI search analytics
Peec AI is publicly positioned around tracking brand visibility in AI search.
AI visibility software
Scrunch appears publicly as a product for understanding and improving how AI systems represent a brand.
Enterprise SEO platform
BrightEdge is a long-standing enterprise SEO platform. Any AI-search features should be read on their current public pages.
SEO consultancy
iPullRank is a known SEO consultancy with a public point of view on information retrieval and modern search.
SEO and GEO agency
First Page Sage publicly offers SEO and, more recently, generative-engine services. Confirm scope on their site.
Growth agency
NoGood is a growth agency. Treat any AI-search offer as whatever their current service pages describe.
Digital marketing agency
Avenue Z is a digital agency with a public presence in performance and brand work. Verify any AI-search claims on their site.
Market intelligence
Similarweb is a digital-intelligence company. AI-traffic products, if offered, should be read on their current pages.
AEO software
AEO Engine publishes an AEO product and a large public site around answer-engine workflows. Read their current pages before comparing features.
GEO and search intelligence
Strategi.is publicly presents generative-engine optimization and search intelligence for European teams. Read their current site before comparing scope.
In-house
Hiring an in-house AEO lead is a real alternative to an agency. It is slower to start and clearer to own.