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Evidlume

See when AI recommends your SaaS—or a competitor

Evidlume audits how OpenAI, Perplexity, Gemini, and Claude recommend a B2B SaaS product across real buyer questions. It separates mentions from recommendations, shows ranking and competitor replacement risk, preserves the original answers and citations, and turns the evidence into prioritized next steps. Start with a website, review the generated questions, and export a report your team or clients can use.

Top comment

Hey Product Hunt 👋 I’m Kai, the maker of Evidlume. I built Evidlume because traditional analytics can show who visits a website, but they cannot show what happens when a potential buyer asks an AI assistant which product to choose. A B2B SaaS may be mentioned without actually being recommended—or quietly replaced by a competitor. The first version of the workflow was too technical. It expected users to configure brand profiles, buyer personas, competitors, and prompts before seeing any value. I simplified it around a website-first flow: enter a product URL, confirm the target buyer, review the generated buyer questions, and choose the AI sources to audit. Evidlume then keeps the original answers and citations, separates mentions from recommendations, measures ranking and competitor replacement risk, and turns the evidence into prioritized actions. I’d especially value feedback from B2B SaaS founders, marketers, and agencies: which result would be most useful to you—recommendation rate, competitor risk, citations, or the original AI answers? Thanks for taking a look, Kai

About Evidlume on Product Hunt

See when AI recommends your SaaS—or a competitor

Evidlume was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #65 on the daily leaderboard. Evidlume audits how OpenAI, Perplexity, Gemini, and Claude recommend a B2B SaaS product across real buyer questions. It separates mentions from recommendations, shows ranking and competitor replacement risk, preserves the original answers and citations, and turns the evidence into prioritized next steps. Start with a website, review the generated questions, and export a report your team or clients can use.

On the analytics side, Evidlume competes within Marketing, SaaS and Artificial Intelligence — topics that collectively have 989.7k followers on Product Hunt. The dashboard above tracks how Evidlume performed against the three products that launched closest to it on the same day.

Who hunted Evidlume?

Evidlume was hunted by Kai Shen. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

For a complete overview of Evidlume including community comment highlights and product details, visit the product overview.