Data catalog / Goodreads / Goodreads books and reviews

Goodreads books and reviews

Returns Goodreads books from search terms, ISBNs or links to books, shelves, genres, lists, authors and series. Each book includes title, authors, rating, rating and review counts, description, genres and publication details, with reader reviews on request. Useful for publishing research, reading-list curation and studying how books in a genre are received.

Price$0.0035/result + $0.001/run, min $0.02/run
BillingPer result
Source IDprocli_goodreads_a
Connect viaMCP · Skill · REST API

What you get

What it can do

Limits

Input options

FieldWhat it does
searchTermsBook searches such as a genre, topic or author; each runs separately.
isbnsISBN-10 or ISBN-13 values to look up.
targetsGoodreads book, shelf, genre, list, search, author or series links.
maxItemsMaximum books to return across all inputs.
includeReviewsAlso return reader reviews from each book page.
maxReviewsPerBookMaximum reviews per book when reviews are on.
minRatingOnly books with at least this average rating.
containsGenreOnly books with a genre containing this text.

Example

Ask your AI for the data in plain words and it picks this source. Developers can also call source procli_goodreads_a directly through the REST API or MCP with an input like this:

{
  "deduplicateBooks": true,
  "includeBookDetails": true,
  "includeReviews": false,
  "isbns": [
    "9780062316097"
  ],
  "maxItems": 25,
  "maxPages": 2,
  "maxReviewsPerBook": 0,
  "searchTerms": [
    "science fiction"
  ],
  "targets": [
    {
      "url": "https://www.goodreads.com/shelf/show/fantasy"
    }
  ]
}

How to use it

  1. Create an account at prolevelmax.com. New users receive $1 in sign-up credit after verifying their email (one per person). No card required.
  2. Connect your AI. In the Dashboard, open Get started → Coding tools and API → Generate setup instructions and paste the instructions into your AI (Claude, ChatGPT, Cursor, Codex and others). You can also add the MCP server https://prolevelmax.com/mcp or call the REST API.
  3. Request data. Your AI selects a source, quotes the price and runs it only after you confirm. Results are returned as structured JSON that the AI can format as a table or report.

FAQ

How is this source billed?

Per result: $0.0035/result + $0.001/run, min $0.02/run. Your AI quotes the price first, and you are never charged more than the quote.

Do I need a Goodreads account or API key?

No. You only need a ProLevelMax account. One balance and one connection cover all 157 platforms.

Is the data real-time?

Yes. Every call fetches public Goodreads data at the time of the request. Only publicly visible content is collected.

All Goodreads sources and prices

New users receive $1 in sign-up credit after verifying their email (one per person). No card required. Pay per use with no subscription. Top up by card (USD) or Alipay (CNY); Enterprise top-ups from $1,000 by bank transfer.

Start for free