GEOlikeaPro

Find out where ChatGPT, Claude & Perplexity skip your brand

2 followers

Find out where ChatGPT, Claude & Perplexity skip your brand

2 followers

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.

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Launch tags:Marketing•E-Commerce•Search

Launch Team / Built With

getviktor.com — An AI coworker that actually does the work

An AI coworker that actually does the work

Promoted

Maker

📌

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.

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13d ago

Maker

🚀 Big update — Agent Standards Validator is now real.

The old version was a single LLM call asking the model to guess whether a site implemented MCP / A2A / UCP based on news articles. We rewrote it from the ground up as a deterministic probe rig:

- 16 `.well-known/*` paths, fired in parallel

- Real MCP `initialize` JSON-RPC 2.0 handshake + `tools/list`

- A2A agent-card schema validation (8 required fields)

- 20-UA AI crawler audit — flags the "robots.txt-says-allowed-but-edge-403s" class of bug

- Wikidata anchor via SPARQL on official-website URL

- Wayback Machine fallback when Cloudflare bot management blocks the live edge

- Copy-pasteable starter files for every gap (`agent-card.json`, `llms.txt`, `mcp-server.ts` with stack-aware mount notes, agentic-commerce.json, plus a Wikidata submission brief)

Free to run at the Agent Standards tab.

Curious which verdict feels wrong on your site — please ping me here if you spot anything off 🙏

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10d ago

Maker

Hey Product Hunt,

Quick problem: most "is my site AI-friendly?" checkers spoof a user-agent header from your edge and call it a day. That's useless. Hosts like Hostinger shared, default-on Cloudflare, Imperva, Sucuri block AI crawlers by IP range, not user-agent. Spoofing GPTBot from your laptop passes through; the actual GPTBot from OpenAI's datacenter gets a reCAPTCHA wall.

Hosting Checker takes a different approach. For each URL, it runs three layers in parallel:

Real fetch via the AI itself — we ask ChatGPT Search and Perplexity to fetch your URL with their own browsing tools, from their own IPs. Ground truth, not spoofing. If they get a challenge page, they report exactly what they saw.
Origin fingerprint — ASN lookup against known-problematic hosts (Hostinger AS47583/AS214572, Cloudflare default-on, Imperva, Sucuri, Akamai), plus response-header signature scanning.
robots.txt parse — per-bot allow/disallow for the 8 AI crawlers that actually matter today: GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-User, PerplexityBot, Google-Extended, Applebot-Extended.

Output: an Access Score, per-bot verdicts (with the actual error string when blocked), and a callout panel naming your host's known issues.

Free tier: 50 units/month, ~16 full scans. Bring your own OpenAI key for unlimited.

What I'd love feedback on: which other bot-protection vendors should we fingerprint? Right now we cover the top 5 — what's silently breaking your AI visibility?

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9d ago

Maker

Navigation 2.0 — cockpit, Cmd+K, mobile share sheet

Biggest UX pass since launch. Built side-by-side with an enterprise SEO who uses the tool every day.

Home cockpit replaces the welcome card. Latest audit SOV / models cited / avg rank / GVI up top, plus a Next-Best-Action card that triage-routes you to whatever needs fixing first.

Cmd+K command palette on desktop. Type a few letters, hit Enter, jump anywhere — anything you can reach via the sidebar, you can reach faster via the keyboard.

Mobile native share sheet. Two Export buttons replaced by one "↗ Share" that opens the OS share sheet — Mail, Drive, WhatsApp, Save to Files, AirDrop. No more sideways scrolling on a phone to find Export PDF.

Audit unified. SOV / Models / Recommendations / Vitals were four peer tabs in the sidebar. Now one workspace with an inner sub-nav strip — the workflow finally reads as one thing.

Cleaner visual language. Mono `// section` comment labels, unified geometric glyphs, accent-tint active states. Distinct from the 500+ other GEO / AI-search tools.

Live at geolikeapro.com/tool — feedback welcome.

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8d ago

Forum Threads

p/geolikeapro

•

12d ago

Welcome — what are you trying to get cited for?

Hey, Alex here, I built GEOlikeaPro.

Quick intro for this space: it's where I'll post updates, you can ask stuff, request features, complain when something breaks, or just share what's working for you with AI search.

To kick things off what are you actually trying to rank (or get cited) for? Drop your site or your niche and what's been frustrating you. Happy to take a look and share what I'd try.

I'll be here.

View all

Hey Product Hunt,

Hosting Checker takes a different approach. For each URL, it runs three layers in parallel:

Real fetch via the AI itself — we ask ChatGPT Search and Perplexity to fetch your URL with their own browsing tools, from their own IPs. Ground truth, not spoofing. If they get a challenge page, they report exactly what they saw.
Origin fingerprint — ASN lookup against known-problematic hosts (Hostinger AS47583/AS214572, Cloudflare default-on, Imperva, Sucuri, Akamai), plus response-header signature scanning.
robots.txt parse — per-bot allow/disallow for the 8 AI crawlers that actually matter today: GPTBot, OAI-SearchBot, ChatGPT-User, ClaudeBot, Claude-User, PerplexityBot, Google-Extended, Applebot-Extended.

Output: an Access Score, per-bot verdicts (with the actual error string when blocked), and a callout panel naming your host's known issues.

Free tier: 50 units/month, ~16 full scans. Bring your own OpenAI key for unlimited.

What I'd love feedback on: which other bot-protection vendors should we fingerprint? Right now we cover the top 5 — what's silently breaking your AI visibility?