Preview Mode • Aggregated counts only
Preview the problem space - then follow the evidence-first path.
These counts represent clustered opportunities formed from repeated, independent complaints. Noise is filtered out so you’re not building off one-off rants or weak signal.
This page shows a limited preview (counts only). Full briefs, quotes, and clustering unlock with a plan.
- • We cluster repeated, independent complaints into a single underlying problem.
- • We filter out one-off rants, low-context posts, and non-actionable noise.
- • Counts refresh as new conversations are processed (not a static “idea list”).
Want the full detail? Read the methodology.
Recommended next step
Use the guided flow to score a problem, define your offer, run the traffic math, then come back here to verify real evidence.
Preview by Area
Showing top 12 areasThese are high-level counts of problems clustered by where they show up in the product: onboarding, reporting, performance, automation, and more.Counts represent clustered, repeated complaints - not single posts.
Collaboration
Real users describing recurring friction in this area.
Performance
Real users describing recurring friction in this area.
Content Management
Real users describing recurring friction in this area.
Billing
Real users describing recurring friction in this area.
Reporting
Real users describing recurring friction in this area.
Automation
Real users describing recurring friction in this area.
Compliance
Real users describing recurring friction in this area.
Security
Real users describing recurring friction in this area.
Integration
Real users describing recurring friction in this area.
Onboarding
Real users describing recurring friction in this area.
Analytics
Real users describing recurring friction in this area.
Permissions
Real users describing recurring friction in this area.
Preview by Industry
Showing top 12 industriesEach industry below has multiple validated problems sourced from buyer conversations - no guesswork, all signal.We cluster similar issues into one underlying problem, then count the opportunities.
SaaS
Productizable problems pulled from real-world use cases in this sector.
Professional Services
Productizable problems pulled from real-world use cases in this sector.
Media
Productizable problems pulled from real-world use cases in this sector.
Healthcare
Productizable problems pulled from real-world use cases in this sector.
Education
Productizable problems pulled from real-world use cases in this sector.
E-commerce
Productizable problems pulled from real-world use cases in this sector.
Finance
Productizable problems pulled from real-world use cases in this sector.
Retail
Productizable problems pulled from real-world use cases in this sector.
Real Estate
Productizable problems pulled from real-world use cases in this sector.
Manufacturing
Productizable problems pulled from real-world use cases in this sector.
Government
Productizable problems pulled from real-world use cases in this sector.
Logistics
Productizable problems pulled from real-world use cases in this sector.
Turn this opportunity map into your next product.
Inside the app, every one of these counts turns into a full brief: problem summary, why it matters, solution proposal, tools, and monetization ideas. You can favorite, tag, and export them into your own workflow - or use build worksheets to move from insight to launch.