A completely free, open-source GEO tracker that shows how your brand appears in real AI responses. Track visibility across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview using real UI outputs, not APIs. Compare competitors, analyze sources, and understand positioning. Run locally or self-hosted — your data stays with you. No subscriptions, no black-box scoring.
Hey everyone 👋
I built this after getting frustrated with how opaque and expensive most GEO / AI tracking tools are.
They give you dashboards and scores, but not the actual answers users see — which is the only thing that really matters.
I wanted something simple:
→ see how AI models describe a brand
→ compare outputs across models
→ understand sources and positioning
So I made it free, open-source, and runnable locally or self-hosted — so you stay in control of your data.
Would really love your feedback:
What’s the one thing you wish you could measure in how AI represents your brand?
About OneGlanse on Product Hunt
“Free open-source GEO tracker for LLM visibility”
OneGlanse launched on Product Hunt on April 22nd, 2026 and earned 72 upvotes and 14 comments, placing #28 on the daily leaderboard. A completely free, open-source GEO tracker that shows how your brand appears in real AI responses. Track visibility across ChatGPT, Gemini, Perplexity, Claude, and Google AI Overview using real UI outputs, not APIs. Compare competitors, analyze sources, and understand positioning. Run locally or self-hosted — your data stays with you. No subscriptions, no black-box scoring.
On the analytics side, OneGlanse competes within Open Source, Analytics, Developer Tools and GitHub — topics that collectively have 792.9k followers on Product Hunt. The dashboard above tracks how OneGlanse performed against the three products that launched closest to it on the same day.
Who hunted OneGlanse?
OneGlanse was hunted by Aryaman Todkar. 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 OneGlanse including community comment highlights and product details, visit the product overview.
Aryaman Todkar