Find what players already want
We scan App Store reviews, Google Play reviews and YouTube comments to uncover repeated wishes, complaints and unmet demand.
AI market intelligence for mobile teams
Stop guessing what to build next.
Scan App Store reviews, Google Play reviews and YouTube comments - and get scored game opportunities based on what players already want, hate and talk about.
Analyze my idea
5 opportunities- Evidence-backed
- 0-100 score
“She doesn't trust weak ideas. Neither should you.”
Know what's worth building
Each opportunity gets a Pop Score from 0-100 based on player demand, pain, competitor gaps and creative potential.
Get proof, not vibes
See real evidence snippets from reviews and comments, so you can choose what to build, improve or ignore faster.
Build what players want.
Not what you guess.
Analyze my idea
Product
Read signals. Make better product calls.
WillitPop scans player feedback across reviews, comments and competitor signals, then turns it into scored opportunities and actionable product insights.
Pricing
Analyze ideas. Build what players want.
Get AI-powered game opportunity reports backed by real player conversations from app stores, YouTube, Reddit and more.
Starter
For early-stage idea validation.
$39 / month
10 Idea Scans / month
- 10 Idea Scans / month
- Pop Score (0-100)
- Player demand & pain points
- Competitor gaps & landscape
- Evidence from reviews
- Export report (PDF)
- Save & organize reports
Priority support
Plus
For regular concept research.
$99 / month
30 Idea Scans / month
- 30 Idea Scans / month
- Pop Score (0-100)
- Player demand & pain points
- Competitor gaps & landscape
- Evidence from reviews
- Export report (PDF)
- Save & organize reports
- Priority support
Pro
For high-volume idea validation.
$299 / month
100 Idea Scans / month
- 100 Idea Scans / month
- Pop Score (0-100)
- Player demand & pain points
- Competitor gaps & landscape
- Evidence from reviews
- Export report (PDF)
- Save & organize reports
- Priority support
Reviews
What people say about WillitPop.
Feedback from indie developers, solo builders and teams using WillitPop to test ideas faster.
★★★★★
WillitPop changed how we validate ideas. We got real signals from real players, not surveys. It's like having a co-pilot that actually knows what to build.
M
Matt B.
Studio Lead
★★★★★
Finally, a tool that cuts through the noise. The AI insights are spot-on and the reports are something I share with my whole team.
E
Emmy Madden
Producer
★★★★★
The opportunity scores are scary accurate. It saved me weeks of building something nobody wanted.
V
Vladislav Samonov
Game Developer
★★★★★
We used WillitPop to compare three ideas for our next game. The audience feedback was super clear and helped us pick the winner with confidence.
P
Paul
Project Manager
Build what players want.
Test ideas, read real player feedback, and move forward with confidence.