Roadmap
Scorecard first. Monitor later.
Reverb starts with the atomic scoring engine and a client-ready report. The dashboard features come after the report methodology earns trust.
MVP
AI Visibility Scorecard
- One Sonar surface
- Sampled visibility rates
- Competitor share of voice
- Prominence distribution
- Citation-source gaps
- Validation badge
Fast follow
Monitor layer
- Scheduled re-runs
- Week-over-week diffs
- Change alerts
- Trend snapshots
Later
Surface expansion
- ChatGPT and Gemini coverage
- Free scan lead magnet
- Agency team workflows
- Source outreach planning