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Good news for makers: Your Product Hunt launch actually helps with ChatGPT visibility
Hi folks
Just published my research on arXiv: "The Discovery Gap"
Empirically analyzed 112 ProductHunt startups launches to see if ChatGPT/Perplexity would recommend them.
TL;DR: ~99% recognition but only 3% discovery (30:1 gap)
But, the Good news!
Your PH launch performance actually helps with AI visibility
GEO optimization doesn't work (r = -0.10)
Reddit presence is the strongest predictor (r = +0.40)
Paper: https://arxiv.org/abs/2601.00912
Code: https://github.com/amit-psharma/...
If you launched 2025, your product might be in the dataset!
We're live! The thing I was terrified about yesterday is now public 🚀
Remember last week's "oscillating between excited and terrified" post? We survived. We're live.
Ekamoira GSC MCP is now on Product Hunt.
It connects Google Search Console to Claude/ChatGPT so you can ask questions instead of exporting CSVs like it's 2019.
The Reddit thread that started this? People said GSC feels like "standing in dense fog" and the down graph "emotionally scarred an entire industry."
Hey! I'm Amit.. AI & SEO nerd, first-time PH launcher
What's up, Product Hunt!
I'm Amit, co-founder of Ekamoira. Based between India and Austria, building AI-powered SEO tools.
What we're building: Ekamoira helps businesses get cited in AI search engines (ChatGPT, Perplexity, Google AI Overviews). Think SEO, but for the AI era.
First PH launch tomorrow a tool that connects Google Search Console to Claude/ChatGPT so you can ask questions instead of exporting CSVs.
What's the first question you'd ask your Search Console data?
Hey Makers & Hunters
Happy New Year! I'm Amit, co-founder of Ekamoira. I posted on r/SEO last week asking if anyone actually enjoys using Google Search Console. The answers were... cathartic.
Turns out most SEOs don't hate GSC. They hate the workflow around it. Export CSV, clean in Sheets, build formulas, still miss things.
One comment nailed it: "It feels like I can only see 5 feet ahead in dense fog."
So we built something. GSC MCP Server launches here on January 14th.
It connects your Search Console to Claude, ChatGPT, Cursor, etc. And you just ask questions. No OAuth nightmares. No JSON configs. Connect Google, done.
Before we ship, genuinely curious: If your GSC data could finally talk back, what would you ask it first?
Some questions that came up on Reddit:
"Which non-branded keywords am I ranking 11-30 for but getting zero clicks?"
"What pages lost traffic and why?"
"What should I actually update first?"
Drop your questions below. Genuinely shaping the roadmap based on this.

