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The beginning

Hey IH! I built an AI tools comparison platform that accidentally became a white-label SaaS

I kept helping friends and clients pick AI tools for their businesses. Every time, same story: Google "best AI for X", get 10 affiliate blogs that rank whoever pays more. No real comparison. No user reviews. No transparency.

So I built what I wished existed: an independent platform to compare AI tools side by side — features, pricing, UX, user reviews. Free for everyone, monetized through affiliate links and ads (fully disclosed).

Then something I didn't plan happened.

Local organizations — chambers of commerce, media groups, tech networks — started asking: "Can we get our own version of this?"

So I turned the whole thing into a multi-tenant white-label SaaS. Same codebase, one deployment, each client gets their own branded domain, custom theming, and their own affiliate links.

Where I'm at now:
- Live across 10 international domains (10 languages)
- 11 white-label clients in France
- Revenue: affiliate commissions + ads + white-label licensing
- Small bootstrapped team based in France
- Stack: Next.js, Supabase, Vercel

The white-label angle was a happy accident but it's becoming the most interesting part of the business.

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Are you building an AI tool or SaaS?

I'm actively looking for new products to list on the platform. If you've built something and want to be featured — with a dedicated product page, comparison listings, and a dofollow backlink — just DM me or drop a comment. It's free, I just need to know your tool exists.

Do you offer AI services? (consulting, development, automation, training, integration...)

We also have an AI service provider directory. If you're an agency or freelancer working in AI, you can get listed with your own profile page and backlink. Same deal — DM me.

Want your own branded AI comparison platform?

If you run a media, a community, or any organization and want to offer an AI directory to your audience under your own brand — reach out. The white-label is live and battle-tested.

Happy to answer any questions about the build, the business, or the multi-tenant architecture.

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The AI Comparator
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    Congrats on the early success! Love the custom build route for Chamber of Commerce, and other orgs. I think that is going to be a great way to have success in the new age of being able to build so fast. Best of luck going forward!