# Bookkind

> A booking platform where the client-facing experience is the product — no forced account creation, instant reschedule and cancel, one client identity across every business. Currently in development; waitlist open. The research behind it is published in full.

## Key findings (July 2026 study)

- Corpus: 3,093 one-to-three-star reviews across booking and scheduling apps.
- Low-star share by app: Mindbody 51% (1,274 reviews), Acuity 43%, Booksy 35%, Calendly 34%, Setmore 30%, Vagaro 29%.
- Reliability is the largest complaint theme at 22.3%, ahead of missing features at 12.9%.
- Update regressions 3.9% plus removed features 3.8% — 7.7% of complaints concern capabilities that previously worked.
- Structural finding: the paying customer is the business, the daily user is the client, and the client experience is nobody's priority.

## Stated limitations

- 41% of substantive reviews were not matched by the complaint taxonomy; all percentages are floors, not true rates.
- App store reviews over-represent the daily user; buyer voice on G2 and Capterra is not represented.
- No recency weighting; some cited failures may already be fixed.

## Pages

- [Home](https://bookkind.district-ai.com/): product summary, evidence, waitlist.
- [Research](https://bookkind.district-ai.com/research/): method, complaint themes, per-app rates, limitations.

## Status

In development. Not released. No trial, no pricing, no download. The waitlist collects an email address only.

## Citation

Bookkind (2026). "Bookkind research — what the complaints actually say." https://bookkind.district-ai.com/research/