73% of B2B buyers now start product research with an AI assistant. We empirically test your brand against GPT-4o, Gemini, and Claude — then deliver a boardroom-grade audit in 45 seconds.
Empirical measurement, not opinion. Mathematical scoring, not hallucination.
Your buyer-intent query is dispatched to GPT-4o-mini, Gemini Flash, and Claude 4.5 Haiku in parallel — capturing the top 5 brands each engine recommends.
Share-of-Voice is computed from rank position across all three engines. Pure measurement — no LLM hallucination in the scoring layer.
A 12-page PDF with the verdict, root-cause diagnosis, financial risk analysis, competitive landscape, and a 12-step remediation roadmap.