TrafficScout

TrafficScout came out of a sprint I ran with a co-founder, Nick — our own take on the “build a startup a week” model. The idea was to compress the learning curve: ship something fast, try to get real traffic and revenue, and carry the lesson into the next one. Reddit kept coming up because it’s one of the best free sources of targeted traffic there is — if you can show up in the right threads with something actually worth reading.

The Thesis

Most founders are terrible at Reddit. They either spam and get banned, or they never show up at all. The bet was that an AI agent could do the tedious part — surface the genuinely relevant conversations — and help a founder respond in a way that added value instead of noise. Do that consistently and you’ve turned a chaotic channel into a dependable one.

What I Built

A tool that identified relevant subreddits and posts, and helped draft contextually appropriate, natural-sounding replies. I ran the growth for it — a launch that drove targeted traffic from the exact communities the tool was built for, which is about as on-the-nose a demo as you can get.

And it worked. There was clear, real demand: people installed it, and people paid for it. Willingness-to-pay was never the question.

What Happened

The problem wasn’t demand. It was the ground the product stood on.

Reddit’s anti-automation and bot detection are strict and have only gotten more sophisticated — even older, established accounts get caught. Keeping the tool working meant an escalating game of proxies and workarounds, and it put users’ own accounts at risk. That’s a cat-and-mouse fight you don’t win permanently; you just delay the next ban.

So despite paying customers, I discontinued it. It sat in a gray area of Reddit’s terms of service, it wasn’t the kind of thing I wanted to build my name on, and it demanded constant upkeep just to stay alive — the opposite of a durable business.

What I Learned

Paying customers can validate a market while the foundation is still quietly disqualifying. TrafficScout had real demand and a real technical window — but the window was short, the ground was borrowed, and the upkeep never ended.

I’d rather build something that compounds than something I have to defend from a platform every single day. Knowing the difference — and being willing to walk away from revenue because of it — is a decision I’ve never regretted.

Reddit growth is still a channel I think about a lot. If you’re working in that space, I’d like to trade notes.