How we measure ATS match

Detailed methodology page coming soon. In the meantime: we tested Resonn on 65 resume fixtures across 9 industries. The tailored resume is scored against a held-out keyword set the generator never sees, so the score measures real fit — not how well our AI followed our own instructions. Median improvement: +14 ATS keyword match. Mean: +17. Some fixtures see lifts of +30 to +50; some see 0 or slightly negative. That spread is real — most tools hide it.