> ## Documentation Index
> Fetch the complete documentation index at: https://docs.cabinspress.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Book Reviews Aggregation

> Pulls reviews from Goodreads and Amazon plus collects reviews from CabinsPress buyers, displaying them in one place.

## Who this is for

Readers evaluating a book; authors monitoring reviews across sources.

## Overview

Pulls reviews from Goodreads and Amazon plus collects reviews from CabinsPress buyers, displaying them in one place.

## How it works

### Sources

* **Goodreads** — scraped periodically when a `goodreads_url` is set on the book
* **Amazon** — scraped from retailer URLs containing ASINs
* **CabinsPress buyers** — verified buyers can submit star ratings and written reviews after purchase via the public book page

### Display

* On the public book page in the Reviews section
* On the Book Detail Reviews tab in the author app
* On the Camp Fire store product detail (Goodreads aggregate)
* Each review shows provider label (Goodreads / Amazon / Cabins Press), reviewer name, star rating, text, date, like count

### Aggregate metrics

* Goodreads average rating and review count surfaced on the book card and book detail

**Refresh cadence:** Goodreads/Amazon reviews refresh on a scheduled job — newest reviews appear within hours to days.

### Buyer reviews

* Requires authenticated buyer account
* Star rating + optional written text
* Submitted via the public book page after purchase

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## Next steps

[**Public Book Page**](/website/public-book-page)