Stop Guessing
What To Build
Every week, a local-first pipeline scans thousands of public conversations to surface market gaps, validated pain points, and the one opportunity worth investigating most.
Revenue Leak Finder
Built for: Small business owners (10–50 employees)
Why this surfaced
47 forum threads this week describe growing customer bases paired with stagnant or declining revenue. People are paying for adjacent tools but the gap remains unfilled.
Risk to validate first
Confirm whether the right form factor is a tool, audit service, or content product before committing.
Generated by Opportunity Intelligence — Monday, Jun 9
510+
Public signals analyzed
7
Industry gaps identified
11
Opportunities scored
Weekly
Research brief delivered
How it works
From raw signal to researched opportunity
The pipeline runs without intervention. No manual curation, no sponsored content, no opinion — just signal extracted from where real frustration lives.
Scan public conversations
Reddit, Hacker News, and other forums are collected every week. Real complaints, real context.
Detect recurring pain
Topics that appear repeatedly across different communities are flagged — chronic problems, not one-off vents.
Validate across sources
Each pain point is cross-referenced. If it only shows up once, it doesn't make the cut.
Identify industry gaps
Gaps where existing solutions are weak or absent are scored and surfaced.
Deliver the research
One opportunity brief lands in your inbox. Signal strength, customer profile, risk, and what to do next.
What you receive
A brief built for builders, not analysts
Each weekly signal includes everything you need to decide whether an opportunity is worth your next hour — and nothing you don't.
Signal strength
Calibrated score — no raw numbers, just a clear label so you know how seriously to take it.
Who it’s built for
The exact customer profile: who is feeling this pain and why they’d pay to solve it.
Why this surfaced
The evidence behind the signal — what public conversations triggered it and why it rose above noise.
Risk to validate first
One honest catch: the assumption you must test before spending a week building.
The gap worth watching
The broader industry blind spot this signal points to, beyond the immediate opportunity.
Revenue Leak Finder
Built for: Small business owners (10–50 employees)
Why this surfaced
47 forum threads this week describe growing customer bases paired with stagnant or declining revenue. People are paying for adjacent tools but the gap remains unfilled.
Risk to validate first
Confirm whether the right form factor is a tool, audit service, or content product before committing.
Generated by Opportunity Intelligence — Monday, Jun 9
Sample output — format may vary week to week based on what the pipeline surfaces.
Free weekly brief
One researched opportunity, every Monday
Join founders and builders getting signal-backed opportunities before they become obvious. No noise — just the one idea the pipeline surfaced this week.
Custom research
Have a market in mind? Point the pipeline at it.
Bring a market, audience, or early idea. I’ll run a focused research brief with validation, competitor context, monetization thinking, and a clear launch direction.
Requests reviewed manually. No payment required to submit.
What’s included
- Market research
- Validation framework
- Competitor analysis
- Monetization paths
- Launch roadmap
Latest research
Why Small Businesses Grow Customers But Not Revenue
Stop guessing. Start validating.
Get a weekly stream of researched opportunities, or request a focused report for the market you already care about.