Know exactly how your app scores before you pitch.
DICE grades your live product across product experience, growth, risk and readiness using four AI models at once, then hands you a clear scoreboard, competitive intelligence and the exact fixes that raise your score.
Architected for Complete Comparative Integrity.
Normalized Four-Axis Grading
Every startup asset is rigorously evaluated across four identical operational vectors—User Experience (UX), Growth Velocity, Risk Profile, and Investor Readiness. A stack of DICE reports reads like a structured portfolio review, not a collection of fragmented pitches.
Multi-Model Consensus Engine
Claude, GPT, Gemini, and Perplexity evaluate the asset's structural footprints independently. DICE aggregates the absolute consensus, monitors the score spread, and highlights exactly where the models conflict.
Grounded Market Context
Reports are compiled directly from the live product interface—including crawled public pages and authenticated behind-the-login user journeys. We map your target asset side-by-side against three to five real-market competitors.
A Scoreboard Anyone Can Read in 10 Seconds.
Nimbus Notes
Strengths
- Best-in-class onboarding mechanics drive a 62% Day-7 user activation curve.
- Native conflict-free offline synchronization is fully active.
- An integrated template marketplace generates 18% of total top-line revenue.
Risks
- Enterprise administrative access controls remain thin.
- Android feature parity lags significantly behind the iOS user base.
- Infrastructure token costs compress free-tier margins on the AI layer.
Standardizing the Founder Handshake.
Benchmark your product, generate a verified scoreboard, and run outreach through a guided playbook. You arrive at every conversation with a graded product, real competitive intelligence, and a clear ask — never a vague cold email.
What's inside every report
One document, same structure every time — so a stack of DICE reports reads like a portfolio review, not a pile of pitch decks.
- Executive summary and thesis
- Scoreboard — UX · Growth · Risk · Investor
- Strengths, weaknesses and concrete fixes
- Competitive Market Intelligence (CMI)
- Investor vs. consumer read
- Multi-model ensemble consensus and disagreements
- Verdict — Strong Buy through Pass
Questions before you run your first report?
We're a small team and we answer every message. Tell us about your product and we'll point you to the right report.