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I built a tool to make AI recommend you (and I'm conflicted about it)

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So I've been obsessed with a weird question for the past 6 months, what happens to SEO when everyone starts asking ChatGPT for recommendations instead of Googling?The answer, apparently, is chaos. And maybe opportunity?I built FirstClick because I noticed something strange. My previous startup was getting zero traffic from AI assistants, but our competitor (objectively worse product, sorry not sorry) was getting mentioned by Claude and Perplexity constantly.It drove me crazy. So I reverse engineered why. Turns out there's a whole new game being played and most founders don't even know it exists yet.FirstClick does three things 1. Writes BOFU comparison content automatically ("X vs Y", "Best alternatives to Z") 2. Optimizes it specifically for AI citation, not just Google 3. Tracks when/if AI models actually recommend youThe uncomfortable part is that I'm essentially helping companies game AI search results. Same way SEO gamed Google for 20 years. Is this... good? Bad? Inevitable?I go back and forth honestly. Part of me thinks this is just the new reality founders need to adapt to. Part of me wonders if we're all just training AI on increasingly optimized marketing content until nothing means anything anymore.Anyway, it works pretty well. Happy to answer questions about how AI models decide what to recommend, the technical implementation, or why I probably should have just become a photographer.

HN · launched Dec 18, 2025 · 7 upvotes (top 64%) · 0 views

Niche: generative engine optimization software · 445 launches, 47 in the last 7 days ▲ +21% · Explore this niche →

Category and tags

  • Marketing
  • Search & retrieval
  • B2B
  • AI-native
  • Commercial product

Visit website ↗ Source listing ↗

Could you build this?

Yes FirstClick is a standard Shopify app wrapper around an LLM blog writer that generates keyword-targeted Markdown and publishes it via the Shopify Admin REST/GraphQL API. This is a classic CRUD and prompt-orchestration app well within vibe-coding territory.

Discussion

7 comments analyzed.

Concerns raised: Localhost redirect bug preventing dashboard access, Uncertainty about charging/trial signup process, AI-generated content spam concern

Competitors

Other products that read as similar to this one : 806 launches clear the similarity bar, closest 8 shown.

Attention rank: #409 of 807 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 49 days after the earliest competitor.

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.