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Goodreads Review Scraper | Bulk Goodreads Reviews Extractor | Apify Actor 📚⭐

🚀 Extract Goodreads Reviews in Bulk (No Code)

The Goodreads Review Scraper is a powerful, scalable and SEO-optimized Goodreads data extraction tool designed to scrape reviews from Goodreads book pages at scale.

Extract detailed review information including ratings, review text, reviewer profiles, comments, and engagement data for book research, sentiment analysis, publishing intelligence, AI datasets, recommendation systems, and market research.

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🔥 Why This Goodreads Scraper?

✔ Best Goodreads review scraper on Apify

✔ Supports bulk Goodreads book URLs

✔ Fast & scalable review extraction

✔ Unlimited review collection potential

✔ Structured JSON / CSV / Excel exports

✔ Ideal for publishers, authors, researchers & marketers

✔ Perfect for AI training datasets

✔ No coding required

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🎯 What This Scraper Does (Goodreads Review Extraction)

This Apify Actor extracts detailed review data directly from Goodreads book pages.

📌 Core Features

✅ Scrape Goodreads reviews

✅ Bulk Goodreads URL support (SEO BOOST 🚀)

✅ Extract ratings and review text

✅ Extract reviewer information

✅ Capture review IDs and profile links

✅ Pagination handling

✅ Large-scale review collection

✅ Clean structured dataset output

✅ High-speed extraction engine

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⚡ Input Configuration (Simple & Powerful)

🔥 BULK URL MODE (SEO BOOST 🚀)

{
  "book_urls": [
    "https://www.goodreads.com/book/show/1137215",
    "https://www.goodreads.com/book/show/4671",
    "https://www.goodreads.com/book/show/2657"
  ],
  "max_items_per_url": 200
}

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📊 Extracted Review Data (Structured Output)

Field	Description
reviewId	Unique review identifier
userName	Reviewer name
userId	Goodreads user ID
userProfile	Reviewer profile URL
rating	Review rating
reviewText	Full review text
bookUrl	Goodreads book URL
reviewUrl	Direct review URL
reviewDate	Review publication date
likes	Review engagement count
comments	Review comments count

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💡 Use Cases (High Demand SEO Keywords)

This Goodreads scraper is perfect for:

📚 Goodreads review scraping

📊 Book sentiment analysis

🤖 AI training datasets

✍️ Author reputation monitoring

🏢 Publishing market research

📈 Reader behavior analysis

🎯 Book recommendation engines

🔍 Literary research projects

⚡ Bulk review extraction

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🚀 Key Features (Apify SEO Optimized)

⚡ Bulk Goodreads URL scraping

📚 Massive review collection

📌 Smart pagination handling

🧠 Clean structured output

📊 High-speed extraction engine

🔁 Auto retry & stability system

💾 Export-ready datasets

⚙️ Scalable cloud execution

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📤 Output Formats Supported

✔ JSON

✔ CSV

✔ Excel XLSX

✔ XML

✔ HTML

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📦 Example Output

{
  "reviewId": "kca://review:goodreads/amzn1.gr.review:goodreads.v1.RNDBp8w45i5aErLE3Wf0Mg",
  "userName": "Nancy",
  "userId": 763271,
  "userProfile": "https://www.goodreads.com/user/show/763271-nancy",
  "rating": 4,
  "reviewText": "Dazzling inventions, air pirates, evil bad guys, underground vaults, goggles, daring rescues, gold, Blight gas, a one-armed bartender, a princess, zombies...",
  "bookUrl": "https://www.goodreads.com/book/show/1137215"
}

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🔥 Why This is the BEST Goodreads Review Scraper on Apify?

✔ Optimized for Apify marketplace ranking

✔ High-performance review extraction engine

✔ Bulk URL support

✔ Large-scale Goodreads scraping

✔ Clean structured datasets

✔ Enterprise-ready scalability

✔ Perfect for SEO visibility & lead generation

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💸 Pricing

This scraper runs on a pay-per-result pricing model.

You only pay for successfully extracted records.

💳 Price: $0.99 / 1,000 results

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❓ FAQ (SEO BOOST SECTION)

Can I scrape multiple Goodreads books at once?

Yes — bulk URL mode is fully supported.

Is there a limit on reviews?

No. The scraper can extract large volumes of reviews depending on your configured limits.

Can I export the data?

Yes — JSON, CSV, Excel, XML and HTML are supported.

Is coding required?

No — this is a fully no-code Apify Actor.

Can I use the data for AI training?

Yes — many users export Goodreads review datasets for NLP, sentiment analysis and AI projects.

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⚠️ Disclaimer

This tool is an independent scraper and is not affiliated with, endorsed by, or sponsored by Goodreads.

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🔗 Related Actors (Book & Review Intelligence Suite)

We are building a complete PrimeScrape Review Intelligence Ecosystem.

👉 More review, marketplace, company, product and social media scrapers coming soon.

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🌍 PrimeScrape Ecosystem

Built for large-scale:

📚 Review intelligence

📊 Market research

🏢 Company intelligence

🤖 AI datasets

📈 Sentiment analysis

⚙️ Data automation

🔍 Competitive monitoring

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📬 Support

⭐⭐⭐⭐⭐ Leave a review if you enjoy this scraper.

📩 Contact PrimeScrape for custom scraping solutions, enterprise datasets, automation workflows, and private actor development.