Service
Free Share of Model Audit
See live how ChatGPT, Gemini, and Perplexity view your industry today — and whether they cite you or your competitor.
How we deliver
RudekWydra's Free Share of Model Audit is a live test of how the leading generative AIs — ChatGPT, Gemini, and Perplexity — answer when an industrial buyer asks about your category. We run real purchase prompts from your segment and show, with screenshots, whether your brand appears, how it appears, which competitors get cited in your place, where the AI sourced its information, and where the gaps are. It is a concrete diagnosis of your visibility inside the answers that now shape purchase decisions — delivered as a report, not a promise. Free because it is the live demonstration of our recurring Answer Engine Optimization work for industry.
Key deliverables
- List of purchase prompts tested, specific to your industrial category
- Screenshots of AI answers showing presence or absence of your brand
- Citation comparison: your brand versus the 3 defined competitors
- Survey of the sources the AIs used to build each answer
- Map of priority gaps and where the greatest upside lies
- Recommended next steps to raise your Share of Model
20+ years
Experience in B2B and industry
90+ brands
Served with consistency
120+ projects
Proven results
Frequently asked questions
What is Share of Model?
Share of Model is the share of times a brand is cited by generative AIs — ChatGPT, Gemini, Perplexity — when a buyer asks about your category. It is the equivalent of share of voice, but inside the answers that now guide industrial purchase decisions.
Is the audit really free?
Yes, it is 100% free and no-strings. It exists because it is the live demonstration of our recurring AEO work: instead of promising results on a slide, we show live how the AIs treat your brand today. You keep the diagnosis even if you never move forward with a plan.
How long does the audit take?
From briefing to delivery, it usually takes 3 to 5 business days. We need to understand your category, the competitors that matter, and the real questions your buyer asks. Once that is set, we run the tests across the AIs and consolidate the report with screenshots and the main gaps found.
Do I need an optimized site first?
No. The audit measures the current state, exactly as it stands today — even if your site has no SEO or AEO work yet. In fact, the rawer the scenario, the clearer the gaps and the upside become. The diagnosis is the starting point, not a prerequisite.
Does it work for any industry?
It works for virtually any B2B or industrial segment: machinery, equipment, automation, metallurgy, chemicals, components, technical services. What changes are the category purchase questions, which we build with you. If your buyer consults ChatGPT or Gemini before requesting a quote, the audit fits your case.
What do I receive at the end?
You receive an objective diagnosis: screenshots of the AI answers for the tested questions, whether and how your brand appears, which of the 3 competitors are cited in your place, where the AIs sourced each piece of information, and the priority gaps. It is material you can take straight to leadership.
What happens after the audit?
If the gaps make sense, we present the recurring industrial AEO plan: the ongoing work that rewrites pages, builds comparison content, and structures entities and Schema to increase your brand's eligibility in AI answers. There is no obligation — the audit delivers value on its own, even without hiring.
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Why choose Free Share of Model Audit
Industrial purchase decisions increasingly start far from your website: the buyer asks ChatGPT, Gemini, or Perplexity which suppliers are the best in the category before even opening an RFQ. If the AI does not cite your brand — or cites three competitors in your place — you are invisible precisely at the stage where the shortlist is formed. The Share of Model Audit makes this problem measurable: instead of theorizing about AEO, we run the real questions your buyer asks live and capture exactly how each AI answers today, with no optimization applied yet.
In practice, we build a set of purchase prompts for your category together with you, define the three competitors that matter most, and submit everything to the leading generative AIs. The result is an honest diagnosis: screenshots of the answers, presence or absence of your brand, who is cited in your place, which sources the AI used, and a map of the priority gaps. This audit is the natural entry point for recurring industrial AEO — the ongoing routine that rewrites pages, structures entities, and builds comparison content and Schema Markup to steadily improve your brand's eligibility in AI answers. Want the strategy behind it? Explore our AI SEO agency for AEO and GEO.