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GEOlikeaPro
Find out where ChatGPT, Claude & Perplexity skip your brand
Find out if ChatGPT, Perplexity and Gemini recommend your store. GEOlikeaPro measures your AI Share of Voice and shows you exactly what to fix. Start free.
I tried every AI visibility tool I could find.
Spent a week. Tested the most popular ones. Read the dashboards, ran the audits.
And I still couldn't answer a simple question: when someone asks ChatGPT "where to buy [my product]" — does it mention my store? And if not, why?
Most tools gave me scores. Rankings. Percentages. But none of them showed me what I actually needed — how AI assistants see my brand in my topic. Not a grade. A different angle.
So I built my own. For my store. On my moat.
Not because I wanted to start a SaaS. Because I wanted a different angle on how LLMs and RAG systems actually see my store — what they extract, what they cite, what they skip entirely.
And it worked. On my own products, my own content, my own competitive niche. I started seeing where AI assistants were ignoring me — and more importantly, why. I fixed those gaps and the recommendations started showing up.
That tool became GEOlikeaPro.
It does things I couldn't find anywhere else:
→ Simulates how AI crawlers (GPTBot, PerplexityBot, Claude-Web) extract content from your pages — what they see, what they skip, what they ignore completely
→ Scans 12 product queries across 4 AI models to show where you're recommended and where you're invisible
→ Finds real expert quotes — searches across research papers, journals, and authoritative sources, verifies real authorities and real citations, and gives you the source link for verification. Then tells you exactly where to insert them for maximum citation likelihood → Generates structured FAQ data that AI assistants actually pick up
This isn't a tool I built and hope works. It's a tool I built because it already works — on my store, in my category, on my moat.
About GEOlikeaPro on Product Hunt
“Find out where ChatGPT, Claude & Perplexity skip your brand”
GEOlikeaPro was submitted on Product Hunt and earned 2 upvotes and 2 comments, placing #160 on the daily leaderboard. Find out if ChatGPT, Perplexity and Gemini recommend your store. GEOlikeaPro measures your AI Share of Voice and shows you exactly what to fix. Start free.
On the analytics side, GEOlikeaPro competes within Marketing, E-Commerce and Search — topics that collectively have 522.7k followers on Product Hunt. The dashboard above tracks how GEOlikeaPro performed against the three products that launched closest to it on the same day.
Who hunted GEOlikeaPro?
GEOlikeaPro was hunted by Alex Birman. 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 GEOlikeaPro including community comment highlights and product details, visit the product overview.
Alex Birman