Describe one creative, pick your niche, get its attention forecast — the percentile it would land in, the factor exposures driving it, and what's working in your niche right now. No spend, no login. Give to get: share your data, keep the signal feed.
Each bar is how much that factor moves the forecast, positive to the right. This is what to fix first.
This demo runs on synthetic data. The real one runs on your account plus the niche pool. Agencies take your data quietly — we make it an opt-in trade: share de-identified outcomes, get the full audit and an ongoing signal feed trained on the whole niche.