Hi SuperCopy team,
I like your persona-driven approach and some technical questions and suggestions.

1. The sources and weighting feel like a black box. Will you publish the public source list and the effective sample size (n) for each persona? That would increase trust.

2. To make personas realistic, supporting ingestion of 1st-party CRM data is essential.

3.Will you add stability checks (e.g., bootstrap resampling) or a “confidence score” for each persona in the UI? That would help marketers validate AI suggestions.

4. Please add data collection timestamps and a “manual refresh” so users can trigger fresh data pulls.

I know personas aren’t perfect, but their representativeness depends on data and architecture quality. Your answers and planned measures will be key benchmarks for assessing the tool’s technical reliability. Thanks.