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VIENNA, September 22, 2026
Pure Neo has released its AI Readiness Check for any industry, a paid one-time report that measures a brand's visibility and reputation across seven AI assistants and whether they can read its website.
Most AI-visibility tools audit a website: crawler access, structured data, an llms.txt file. Pure Neo's check includes that audit, then goes where a site audit cannot. It asks the AI models themselves, from the customer's side of the conversation, and measures two things a site audit does not reach: whether the brand comes up at all, and what the models say about it when it does. A brand can be visible and still carry a poor reputation inside the models. The check reports both, in one document, next to the state of the site.
The check was built for hi-fi audio brands and shipped with Pure Neo's platform launch on September 15. The version released today runs for any company with a name and a domain. No account is required; the buyer answers questions about the business and the scan starts.
Each scan queries GPT-5.6 Sol, Claude Opus 5, Claude Sonnet 5, Gemini 3.8 Flash, Grok 4.7, Muse Spark 1.3 and Kimi K3 and evaluates more than 7,000 analyzed data points across the seven models. It answers three questions: whether each model recognizes the brand and describes it correctly, whether the brand is named when a customer asks who provides what it sells, and which claims and themes the models repeat about it. Questions are phrased the way different customer types phrase them, so the result reflects real conversations rather than a single prompt.
The report has eight sections: a verdict, the technical audit of the brand's own domain with each item marked pass, opportunity or gap, a visibility map, a per-model split, a competitive picture, whitespace the brand could claim, a perception summary, and a Monday plan listing the fixes to start with. A sample report is public at app.pure-neo.io/readiness/sample/generic.
“Customers ask an AI assistant before they open a website, and most companies have no idea what that assistant says about them. Visibility alone is not the answer. You can be named in every reply and still be described as the wrong choice. This check measures visibility and reputation together, model by model, and tells you what to fix first. We built it for hi-fi because that is our industry. Every other industry has the same blind spot.”
— Georg S. Kuklick - Founder & CEO of Pure Neo
Pricing and availability
The AI Readiness Check for any industry is available today at app.pure-neo.io/readiness, priced from $2,590 one-time depending on scan depth. Hi-fi and audio brands get an industry-specific version with a dedicated question bank at app.pure-neo.io/readiness/hifi. Pure Neo builds custom checks for other industries on request.
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ABOUT PURE NEO
Pure Neo runs an online platform for hi-fi audio at pure-neo.io, serving listeners, manufacturers, distributors, dealers and reviewers. The company is family-owned with no outside investors, registered in the United States and run by its founder Georg S. Kuklick from Vienna.
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