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Founder-oriented launch benchmarks to help AI products move from launch noise to sustained acquisition performance.
| Metric | Value | Interpretation |
|---|---|---|
| Recommended launch channel count | 3 channels | One awareness, one trust, one conversion channel per launch cycle. |
| Launch messaging iterations | 2-3 in first 14 days | Fast positioning iteration usually improves conversion quality materially. |
| Target listing update cadence | Weekly (first month) | Early launch narratives shift rapidly; keep profiles current. |
| Minimum social proof block | 3 proof points | Include outcomes, use-case, and credibility markers in launch pages. |
| Primary launch KPI | Qualified activation | Measure retained usage, not announcement-level impressions. |
| Post-launch optimization window | 30 days | Most efficiency gains appear in first month through copy and channel tuning. |