I built a pipeline that finds validated startup pain points by clustering Reddit/HN/StackExchange complaints, here's what it found this week
I've been building a system that monitors online communities for genuine, evidence-backed pain points - not guesses, actual verbatim complaints clustered by topic, scored by volume/intent/recency, then turned into a weekly market intelligence report.
This week it tracked 99 posts about SME payment reconciliation. 56 turned out to be real pain signals. The most interesting cluster: people are stuck manually reconciling Stripe/PayPal/bank transfers because QuickBooks' auto-reconciliation actively introduces errors. One smaller but sharper signal - a small business owner had $24,000 held by AMEX for over a week with zero visibility into when it'd release.
I'm trying to figure out: is this useful enough that people would pay for it as a newsletter? Curious what this community thinks, anyone else tried building something like this, or seen pain-point-discovery tools that worked (or didn't)?
What stood out to me is that the post seems to move pretty quickly from "we found something valuable" to "maybe the valuable thing is a newsletter."
That may end up being true.
But those feel like two separate conclusions to me, and I'd be curious whether you've spent more time testing the second one than the first.
The pain-point discovery part is easy for me to believe. The place where the value actually wants to live feels less obvious.
That's a fair distinction, and probably the more accurate read of where I actually am. I've spent weeks on the discovery/clustering part, iterating prompts, tuning scoring, testing across a few niches and maybe a few days on "newsletter" as the packaging. It wasn't really a conclusion, it was the cheapest way to start testing distribution at all without building anything first.
So you're right that I haven't tested it as its own hypothesis, I mostly defaulted to it. The honest uncertainty for me is whether this value wants to be consumed passively (a digest you read) or used actively (something you query when you're actually deciding what to build, search by industry, filter by signal strength, etc).
My current guess is the newsletter is fine for building an audience and getting feedback, but the actual product people pay for might end up looking different, maybe more interactive, or even sold differently entirely, like to an accelerator or VC doing dealflow sourcing rather than to individual founders reading a weekly email.
Do you have a guess about what format would work better or is it just as open a question for you?
I probably do have a view, but I don't think I'd trust myself to answer that confidently from a thread.
What stood out to me wasn't any particular format.
It was that your reply seems to contain a much bigger decision than "newsletter or not," and I don't think I'd want to pretend those are the same question.
I've got a few thoughts on that, but it's probably more than I'd try to unpack properly here.
What's the best email to reach you on?
Thanks, that means a lot. My email's doebrentei@hotmail.com
would love to hear what you're thinking.
Appreciate it. Just sent a note over.