Research any sector and catch trends before they are obvious
Point it at any market — dating, fitness, finance, healthcare, gaming — and get a ranked read on what people need, what is emerging, and where demand is quietly moving.
The problem
Trend reports look backward and arrive late. By the time a shift is in a slide deck, the easy edge is already gone.
Doing diligence on an unfamiliar sector means guessing at real demand from a handful of interviews and a lot of hope.
The early signal is already public — in the communities where a sector’s customers talk — but it is scattered across dozens of subreddits and impossible to read by hand.
How it works
- 1
Frame the sector
Describe the market or trend you want to understand as a claim to investigate.
- 2
Pull the conversations
We gather threads across the communities where that sector’s customers actually post.
- 3
AI scores the demand
Each thread is scored for intensity and tagged with the underlying need or emerging behaviour.
- 4
Read the ranked map
A report ranks where demand is real and rising, so you see momentum, not just noise.
What the report looks like
Threads are grouped by the community they came from and scored for pain intensity, so you see where in a sector the conversation is hottest — and where it is heating up.
Illustrative example
A representative run — not a measured result — to show the shape of the output.
“Recovery and injury prevention is an underserved need in consumer fitness.”
Injury and recovery threads carry the highest average pain scores and the fastest growth across the running communities, ahead of the usual nutrition debates.
Takeaway. The momentum is in recovery — a thesis you can back with linked, dated threads.
Why it works
Early trend signal
Catch shifts while they are still forming in communities, before they reach a report.
Works in any vertical
The same pipeline runs on dating, fitness, finance, healthcare, gaming, parenting, or any niche.
Evidence for a thesis
Back a diligence call with linked, quotable demand evidence instead of a hunch.
Track momentum
Re-run a claim over time to watch whether a need is accelerating or cooling.
Under the hood
Demand by community
Per-subreddit pain averages show where a sector’s energy actually sits, not just where the biggest crowd is.
Any vertical
The same pipeline runs on fitness, finance, healthcare, gaming — anywhere an active community exists.
Fresh each run
Threads are pulled live at run time, so you read the conversation as it stands now, not a stale snapshot.
Frequently asked questions
Which sectors does this work for?
Any sector with an active community somewhere on Reddit — which is most of them, from consumer niches to professional tools.
Is this useful for investors specifically?
Yes. It is built for the diligence question "is the demand real and growing," with evidence you can cite rather than vibes.
How is it different from a trend report?
Trend reports summarise the past. This reads live conversations and ranks them, so you see signal that has not been packaged yet.
Can it estimate how big a need is?
It ranks by how often and how intensely a need recurs across threads, which is a strong proxy for how widely it is felt.
How current is the data?
Each run pulls fresh threads at the time you run it, so the picture reflects the conversation as it stands now.
Keep reading
Map the landscape before you bet on a direction
Map an entire space before you commit to a direction.
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Read →Methodology
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