
Let’s get the obvious out of the way. AI tool directories are the new "Hello World" of indie hacking. The market is oversaturated, most sites are abandoned after a month, and they usually look like an Airtable embed dumped onto a domain.
I knew this. I still built it anyway.
Why? Because manual curation is a bottleneck, and the existing directories have terrible UX filled with outdated marketing fluff. My unfair advantage isn't a massive marketing budget. It's a backend system I built to run entirely on autopilot.
Here is the exact growth and automation playbook I am using to get this off the ground.
Discovery: A script monitors specific Twitter lists, Hacker News, and Reddit threads for URLs mentioning new AI products.
Extraction: It scrapes the target landing page text, bypassing cookie popups.
Structuring: It feeds the raw text to a cheap, fast LLM API. The prompt forces the model to strip out all adjectives and marketing jargon, rewriting the description into three strict bullet points: What it does, Who it is for, and Pricing structure.
Visuals: A headless browser script automatically generates a clean, uniform thumbnail.
Instead, my database maps tools to highly specific use cases. The pipeline auto-generates clean, fast landing pages targeting long-tail queries. Think: "AI image generator for tabletop RPG map assets" instead of just "AI image generator." The search volume for these micro-intents is tiny, but the intent to convert is massive.
The Stack & Real Costs
I want to be fully transparent on what it took to get version 1.0 live. Since the site is brand new, I don't have impressive traffic or revenue charts to show you yet. But here is what the build phase looked like:
Time invested: ~42 hours over three weeks (mostly debugging the scraping pipeline).
Tech Stack: Next.js, Tailwind CSS, Supabase.
Hosting: $0 (Vercel).
Database: $0 (Supabase free tier).
Automation Costs: Roughly $0.15 per day in API credits to process incoming tool data.
If you want to see the frontend result of this automated pipeline, you can check it out here: https://www.seekaitool.com/.
The Ask
The technical foundation is done. Now I need to figure out the business side. For a directory relying on micro-intent SEO, what is the most realistic path to the first $100?
Should I focus entirely on building out an affiliate link engine, or should I test the waters with fixed-fee micro-sponsorships targeted at new tool founders right from the start?
Also, please roast the landing page. Be brutal. I need the feedback.