Screens candidate social copy against a sampled panel of reader personas before it goes out. The panel is simulated, not surveyed: treat the output as a pre-launch filter on obvious misses, not as evidence about real readers.
Tests
| Test | Audience | Model | Combos | Panel | Runs | Spent / cap | Status |
|---|---|---|---|---|---|---|---|
| Spreadsheet escape angle | DATABASICS buyers on LinkedIn | claude-haiku-4-5 | 16 (4×2×2) | 24 | 0/3 | $0.00 / $3.00 | draft |
| Compliance exposure angle | DATABASICS buyers on LinkedIn | claude-haiku-4-5 | 12 (3×2×2) | 24 | 3/3 | $0.424 / $2.00 | complete |