Company research
Company-by-company analysis, with the research and limitations in view.
254 reviews
Rampiq is a good fit for B2B companies needing an agency-led AI search audit that connects Google AI Overviews, LLM recommendations, citation sources, and competitors into a prioritized recovery plan. Public methodology and pricing details remain incomplete.
7 usable AI responses
Semrush is a good fit for companies that need one platform to compare Google visibility with AI-answer visibility, competitor mentions, citations, and AI-crawler accessibility. Base prompt tracking is capped at 25 prompts and AI metrics are directional.
7 usable AI responses
Profound is a good fit for companies losing Google traffic that need an enterprise-grade audit of AI-search visibility, but it is not a complete diagnosis on its own.
7 usable AI responses
Visibility 360 is a mixed fit for AI Search Audits for Regulated Industries. Two of the seven platforms in this study named it during the ranking stage — Google (rank 7) and Perplexity (rank 10) — giving it a 28.6% share of included platform responses and an average listed rank of 8.5.
7 usable AI responses
Discovered Labs is a mixed fit for AI search audits in regulated industries. Two of seven platforms named it, and it finished eighth overall.
7 usable AI responses
Gauge (Content Authority Platform) is a qualified but conditional fit for AI search audits in regulated industries. Two of the seven platforms in this study named Gauge during the ranking stage — Anthropic (rank 3) and DeepSeek (rank 9) — giving it a 28.6% share of included platform responses and an average listed…
7 usable AI responses
Conductor fits regulated-industry AI search audits when buyers need enterprise-scale measurement of AI mentions, citations, and competitor share of voice inside an existing SEO workflow. It was named by two of seven platforms, both ranking it fourth.
7 usable AI responses
Scrunch AI is a good fit for regulated-industry AI search audits, with conditions. It combines citation and source-domain measurement, competitor benchmarking, content-gap analysis, and enterprise controls like SOC 2 Type II, SSO, and role-based access control.
7 usable AI responses
Semrush is a good fit for the measurement and prioritization layer of AI search audits in regulated industries, but it is not a compliance system. It tracks AI mentions, citations, cited pages, and competitor visibility, yet no reviewed source establishes regulatory validation or hallucination detection.
7 usable AI responses
Profound is a good fit for regulated-industry AI search audits, with caveats. Two of seven platforms named it during ranking discovery, at ranks 1 and 2 (average 1.5), and all seven evaluated its fit.
7 usable AI responses
AI Search Engineers is a mixed-to-good fit for regulated-industry AI search audits. Two of seven platforms named it, both at rank 1, citing an audit scope built for legal, medical, and financial services. Pricing is undisclosed and outcome data is internally produced.
7 usable AI responses
Veza Digital is a mixed fit for regulated-industry AI search audits. Its $4,500 AI Search Visibility Audit covers six AI platforms, 50-100 prompts, 30 days of tracking, and competitor benchmarking, but no reviewed source verifies compliance workflows or security certifications.
7 usable AI responses
