Free Share of Model Audit

Share of Model measures how often generative AI tools such as ChatGPT, Gemini, and Perplexity cite a brand when buyers ask about its category. It is similar to share of voice, measured inside the answers that now guide industrial buying decisions.

Yes. It is completely free and carries no obligation. The audit demonstrates our ongoing AEO work: instead of promising results on a slide, we show how AI tools treat your brand today. You keep the report whether or not you choose a plan.

It usually takes 3 to 5 business days from briefing to delivery. We first learn about your category, key competitors, and the questions buyers ask. Then we run the tests and compile a report with screenshots and the main gaps.

No. The audit measures your current visibility, even if your site has no SEO or AEO work. A less optimized starting point can make the gaps and opportunities easier to see. The audit is a starting point, not a prerequisite.

It fits nearly any B2B or industrial category, including machinery, equipment, automation, metalworking, chemicals, components, and technical services. We tailor the purchase questions to your category. If buyers use ChatGPT or Gemini before requesting a quote, the audit can help.

You receive an objective report with screenshots of AI answers to the tested questions, whether and how your brand appears, which of the 3 competitors are cited instead, the sources behind each answer, and the highest-priority gaps. You can take the findings directly to your leadership team.

If the findings point to a fit, we can present an ongoing industrial AEO plan. It improves pages, creates comparison content, and structures entities and Schema to strengthen your brand’s eligibility for AI answers. There is no obligation; the audit is useful on its own.