This product was not featured by Product Hunt yet. It will not be visible on their landing page and won't be ranked (cannot win product of the day regardless of upvotes).
GEO Checker
Score your content for AI citation potential in 60 seconds
Most content is invisible to AI search because it wasn't built to be cited. GEO Checker scores any content out of 100 across 6 dimensions: quotability, structure, specificity, authority signals, query match, and platform fit. Shows citation likelihood across ChatGPT, Perplexity, Gemini, Claude, Grok, and Meta AI. Pulls up what's surfacing for your query and the exact gap. Free. No signup.
Hello everyone!
I'm Kaavya, co-founder of Scribble. I've been in crypto and web3 since 2016, built Lumos Labs, ran some of India's biggest hackathons, built buidl.so, shipped and sunset a few things along the way. The through line across all of it has been community and content, how you get people to find things, talk about things, and trust things.
Scribble is where that all came together. We're an AI search visibility platform for brands, we connect them with 50,000+ creators publishing structured content across Medium, Substack, Reddit, LinkedIn, and Paragraph, specifically targeting the queries their customers are asking AI engines. The goal is citations, getting brands named when someone asks ChatGPT, Perplexity or any LLM a question in their space.
That insight is what Scribble is built on, and after running enough campaigns to see the pattern clearly, I wanted to build something that makes this gap visible to anyone, not just brands working with us.
GEO Checker scores any content out of 100 across 6 structural properties that correlate with AI citation. It shows you what's actually surfacing on Google for similar queries, the specific gap between those pieces and yours, and the questions people are really asking around your topic, so you know exactly what to fix and what to write next.
Would love your feedback:
1) What score did your content get, and did the fixes feel accurate?
2) Did the surfacing section show useful comparisons?
3) What type of content did you test?
I'd love any other feedback and upgrades you may have, happy to build it out.
works great to analyze and fix my post's content ai discoverability
Tried GEO Checker and really liked how practical it feels.
Tested a long-form article and the scoring + recommendations were surprisingly accurate, especially around structure, query alignment, and citation potential. The “surfacing” section was the standout for me seeing what content AI engines are likely pulling from made the gaps very clear.
I used this product to check the LLM citability of my upcoming content piece, and it helped me assess how citable the content is. I’ll use the feedback to further refine and tweak the content. Great product.
About GEO Checker on Product Hunt
“Score your content for AI citation potential in 60 seconds”
GEO Checker was submitted on Product Hunt and earned 11 upvotes and 5 comments, placing #95 on the daily leaderboard. Most content is invisible to AI search because it wasn't built to be cited. GEO Checker scores any content out of 100 across 6 dimensions: quotability, structure, specificity, authority signals, query match, and platform fit. Shows citation likelihood across ChatGPT, Perplexity, Gemini, Claude, Grok, and Meta AI. Pulls up what's surfacing for your query and the exact gap. Free. No signup.
GEO Checker was featured in Marketing (463.7k followers), SEO (37.6k followers) and Artificial Intelligence (468.5k followers) on Product Hunt. Together, these topics include over 173.1k products, making this a competitive space to launch in.
Who hunted GEO Checker?
GEO Checker was hunted by kaavya prasad. 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.
Want to see how GEO Checker stacked up against nearby launches in real time? Check out the live launch dashboard for upvote speed charts, proximity comparisons, and more analytics.
kaavya prasad
