Docs › AI Readers › Overall + Kindle viability prediction
Overall + Kindle viability prediction
Last updated June 2, 2026 · 2 min read
The report's "overall" signals live in two places: the 4 metrics at the top of Overview, and the "Market simulation / Kindle estimate" inside Reader feedback.
Overall metrics in Overview
The top of the report always has 4 metrics + an attention curve: continue-reading willingness, recommendation index, DNF risk, and Kindle predicted rating. Each is explained in Dashboard 4 metrics.
Kindle predicted rating
Shown as ★ (out of 5) — "if simulated readers rated this on Kindle, roughly how many stars" (e.g. ★2.6). It weighs: opening hook, category fit, overall continue-reading willingness, and your title / cover if provided.
Market simulation (inside the Reader feedback tab)
The lower half of the Reader feedback tab has a Market simulation:
- Reader blurbs — how simulated readers would describe the book in one line
- Comparable works — a few books with a similar feel, to help you position
- Kindle estimate + expected reviews — a few simulated reviews shown as ★★★, pointing at what readers might nitpick
Not absolute
This is a directional prediction — AI can't fully simulate the market. The most useful move is to revise and rerun, then see whether the Kindle estimate and the metrics climb.
Related
Open the app and do this with your own book. Free to start, no credit card.