Company research
Company-by-company analysis, with the research and limitations in view.
254 reviews
Peec AI is a good fit for publishers and review websites that need recurring measurement of AI mentions, citations, source domains, and competitor gaps. It is a monitoring layer, not a complete publisher audit system, and public pricing is inconsistent.
7 usable AI responses
Viali is a good fit for publishers and review websites wanting a practical AI-search diagnostic: citation visibility, competitor and source-domain analysis, technical checks, and a prioritized remediation roadmap. Evidence is mostly company-owned, so publisher-specific scoring and scan cadence need confirmation.
7 usable AI responses
Helium SEO is a qualified but uneven fit for publisher AI search audits. Two of seven AI platforms named it, both at rank 3. The AI Deep Dive Audit tests 250+ prompts and delivers four reports, but pricing, methodology, and publisher-specific features remain undisclosed.
7 usable AI responses
The Enough Agency fits publishers and review sites needing prompt-level AI citation measurement, competitor benchmarking, and a prioritized roadmap. Two of seven platforms named it in ranking, but pricing and methodology remain largely unverified.
7 usable AI responses
Revenue Experts AI is a conditional fit for publisher AI search audits. Its $995 AI Citation Audit opens every cited page to verify claims and benchmarks competitor citations, but the method is positioned around B2B SaaS buyer behavior and has not been validated for publishers or review sites.
7 usable AI responses
Authoritas is a good fit for publishers and review websites needing recurring AI citation, mention, and source-domain measurement. Two of seven platforms named it, with an average listed rank of 1.5. Pricing and a prioritized remediation roadmap remain unverified.
7 usable AI responses
Indexable AI is a good fit for enterprise publishers and review websites that want a fast, operator-led baseline of AI citation visibility, competitor presence, schema readiness, and a prioritized fix list. The main limitation is that the audit price is not publicly disclosed.
7 usable AI responses
Semrush is a good fit for publishers and review websites that already use Semrush SEO and want AI citation, mention, and competitor data in one dashboard. Its strongest asset is integrated measurement; its main limitation is execution and verification.
7 usable AI responses
citability.dev is a qualified but contested fit for AI search audits aimed at publishers and review websites. Three of the seven platforms that evaluated fit named citability.dev during ranking discovery — deepseek, kimi, and perplexity — giving it a 42.9% share of included platform responses, an average listed rank…
7 usable AI responses
BeCited is a good, but not clearly publisher-specialized, fit for publishers and review websites needing a human-reviewed AI search audit. The $2,000 Full Audit covers recommendation measurement, competitor benchmarking, source-domain analysis, and a prioritized 90-day roadmap, though all evidence is company-owned.
7 usable AI responses
RankZero is a reasonable fit for ecommerce brands that want a managed AI-search audit plus implementation and ongoing monitoring, but not for buyers who need transparent public pricing or an independently validated, product-level ecommerce audit.
7 usable AI responses
AthenaHQ is a good fit for ecommerce brands that want recurring, cross-platform AI search audits covering recommendation visibility, competitor presence, citation sources, and optimization actions, especially Shopify-first brands connecting AI visibility to revenue.
7 usable AI responses
