Product Research Automation
Find winning opportunities with automated signals.
We automate collection, cleaning, and summarization so your research becomes a weekly output—not a never-ending task.
Review mining
Competitor tracking
Clustering
Opportunity scoring
Weekly briefs
Weekly deliverables
What your team receives on autopilot.
- Top 10 demand signals
- Common pain points from reviews
- Competitor moves + price shifts
- Ranked opportunities
SpeedFaster research
ClarityRanked bets
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What we track (example)
A structured way to make decisions.
| Signal | Source | What we extract | How it helps |
|---|---|---|---|
| Review complaints | Marketplaces / apps | Pain points + missing features | Build offers that solve real problems |
| Competitor launches | Stores / socials | New products + positioning | Spot trends early |
| Price changes | Competitor pages | Pricing history | Find margin opportunities |
| Demand keywords | Search + content | Clusters + intent | Pick better products and angles |
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Tell us what markets/categories you’re researching.
Helpful details
- Category + region
- Competitors you care about
- Where research currently lives
- Decision cadence (weekly/monthly)