Bersyn
I built a scoring system to measure how AI models represent software products when users ask buying questions. The process: I take a product, generate the queries a buyer would ask (category, competitor alternatives, head-to-head), run them through ChatGPT, Claude, Perplexity, and Gemini, then score how prominently the product appears in each response (0-10). Some findings from scanning 35 products: ChatGPT is the biggest blind spot. It scores 0 for most open source challengers, even ones with 30K+ GitHub stars. Incumbents dominate across all models. "Best project management tool" returns…
Bersyn launched on July 15, 2026 with 12 votes, #1,321 of 24,623 launches that month and more than 90% of that year's launches.
What it does
Bersyn is AI Recommendation Intelligence. See what ChatGPT, Claude, Gemini and Perplexity actually recommend in your category, who they name instead of you, and why, backed by the evidence. First scan free.
Bersyn is AI Recommendation Intelligence. See what ChatGPT, Claude, Gemini and Perplexity actually recommend in your category, who they name instead of you, and the evidence behind it.
And you never see it happen. No traffic, no analytics, just buyers who went with whoever AI recommended instead of you. Bersyn records what ChatGPT, Claude, Perplexity and Gemini actually answer when buyers ask about your category — how often each company is named, who is named instead, and what the assistants cited — so you can see what happened and what may be worth investigating. Bersyn is being rebuilt around verified measurement. Self-service purchases are closed while that work is in progress. When a buyer asks AI which tool to use, you get one answer — and a name. Bersyn captures what each model said and which companies it named. Example evidence: When AI omits you, it still…from bersyn.com
In the maker’s words, at launch
I built a scoring system to measure how AI models represent software products when users ask buying questions. The process: I take a product, generate the queries a buyer would ask (category, competitor alternatives, head-to-head), run them through ChatGPT, Claude, Perplexity, and Gemini, then score how prominently…
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