OneGlanse
Free open-source GEO tracker for LLM visibility
74 followers
Free open-source GEO tracker for LLM visibility
74 followers
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.
Free
Launch Team
Render Sandboxes: a computer for every agentIsolated compute, persistent state and a real filesystem
Promoted
@aryamantodkar That makes a lot of sense.. logged-in vs logged-out responses are a huge difference. Love the focus on transparency over black-box dashboards
@vishwas_jain3 Thanks! I hope it helps your brand.
The 'real UI outputs, not APIs' distinction is huge, API responses and what users actually see in ChatGPT or Claude can be surprisingly different.
As an indie maker who just launched STRIKE, I hadn't even thought about tracking how my app appears in AI responses, that's a blind spot I didn't know I had.
Does it work well for tracking a niche iOS app, or is it better suited for SaaS products with more web presence?
SEO informed you of your ranking & GEO tells you how you are described and that is the battle that matters now that buyers start their research in ChatGPT/Perplexity not Google. Tried this and it displays the user’s answer and not a proxied API answer + the comparison let's you understand how your competitors are filling the gap.
Waiting for a cloud-hosted version running 24x7 with weekly alerts right into my slack/email.
@agnibeshm Thank you for the kind words! I hope this helps GlowRadius 🎉
Super clean positioning. Curious, who is this best for right now, devs, tinkerers, or everyday users?
@iampascio Thank you for the kind words! Right now it’s mainly for devs/tinkerers and technical users who can support their teams, since it runs locally or self-hosted.
A cloud version would require significant infra because reliable results depend on logged-in LLM sessions which means managing accounts, sessions, and proxies at scale. Logged-out LLM responses just aren't consistent enough.
been tracking llm visibility for our own product manually — the number people want isn't a score. it's the sentence where the model picks your competitor instead of you, and why.
@webappski Thanks for the feedback! Adding this now and will get back to you.
@webappski I have a lot of features in mind and a lot better design but wanted to put it out quickly instead of waiting for the never ending perfect product. Would love to hear more on what are the most important insights you think brands need.
I built an internal tool to track this. But this is so much better since it's customizable, well maintained, and much more polished than internal tracking. Love it.
People talk a lot about bs stuff like llms.txt + md files. But sources and citations are the real deal.
@harsh_bhat Thank you for your kind words! I hope you find it useful. Please create an issue if you have a feature in mind!