A diagnostic of how AI answer engines describe, cite, and recommend your brand, and a 90-day roadmap to improve it. Built for B2B SaaS, AI, and technology companies who treat AI visibility as infrastructure, not a marketing experiment.
The audit creates the most value when there's enough context for AI engines to evaluate. We work with companies that have:
Engine coverage is scoped per audit. Most B2B SaaS audits include ChatGPT, Perplexity, Gemini, Google AI Overviews, and Copilot. Premium engines like Claude are scoped separately based on whether your buyers operate in those environments.
A custom prompt set built around your category, ICP, and buying journey. Tested across every selected AI engine.
A scored diagnostic of where your content fails or succeeds at each stage of AI retrieval, Retrieval, Recognition, Recommendation, with prompt-by-prompt evidence.
A direct comparison of how your brand and your named competitors appear across the same prompt set, by engine.
The third-party sources AI engines pull from in your category, ranked by influence and recency.
How clearly AI systems understand what you do, who you serve, and how you differ from competitors.
The specific pages on your site most directly limiting retrieval and citation today.
A prioritized action plan ranked by impact and effort, with specific recommendations per gate and per AI engine.
A 60-minute presentation with your team to walk through findings, answer questions, and align on next steps.
The first step is to request your AI visibility baseline. We'll review your company, competitors, and visibility goals before recommending the right audit scope and confirming pricing.
The first step is a 20–30 minute scoping conversation. We'll review your situation and recommend the right audit scope.