Facebook Review Scraper With Reviewer Contact Leads

Facebook Review Scraper – Extract Facebook reviewer data

The Facebook review scraper collects publicly available Facebook review data, including review text, ratings, authors, dates, URLs, and related page details. Use it as a Facebook review extractor or Facebook review data scraper for research, customer feedback, reputation analysis, competitor research, and structured review datasets.

🆘 Support & Feedback

• 🐞 Bug reports: Open a ticket in the repository's Issues section.

• ✨ Custom solutions or feature requests: Contact our team 📧 Email: ScrapeCraze@outlook.com

🌟 Key Features

Feature	Description
Review extraction	Extract Facebook reviews, text, ratings, dates, authors, and URLs.
Structured data	Works as a Facebook review data extractor for organized records.
Page research	Supports Facebook page review scraper and business review research workflows.
Review analysis	Collect data for sentiment, rating, competitor, and customer feedback analysis.
Bulk workflows	Supports bulk Facebook review scraper and batch processing use cases.
Data collection	Build a Facebook review dataset for research and reporting.
Developer access	Useful as a Facebook review scraping tool and review data extraction tool.

How it works

The actor reads Facebook's own internal review-feed data for each target URL. For every target URL it:

1. Loads the page's reviews HTML to resolve that page's numeric page ID and harvest a fresh session token.
2. Reads the first page of reviews directly from the data Facebook already embeds in that same page load (a server-rendered preload of the review feed), so the first batch of reviews doesn't depend on a separate API round-trip succeeding.
3. Locates the current doc_id for the reviews-feed query from the page's own async JS bundle, then continues paging through ratings_list_feed_units.reviews_feed via Facebook's ProfileCometReviewsFeedRefetchQuery GraphQL endpoint (https://web.facebook.com/api/graphql/) using the opaque cursor Facebook returns — starting from a fresh first page for every target URL.
4. Stops once the per-page review cap is reached or Facebook reports no further pages.

No Facebook login or cookies are required — this actor only reads pages Facebook already serves publicly.

💻 How to Use

1. Sign in

Log in to your account or sign up if you are new.

2. Open the actor

Open this Facebook review scraper and enter the required Facebook page or review source.

3. Configure input

Set the available options for your Facebook review search tool, review collection, or batch workflow.

4. Run extraction

Start the actor to scrape Facebook reviews, collect review data, and process the selected pages.

5. Export results

Review the output and export the collected records for research, analysis, or reporting.

📥 Input

{
  "startUrl": "https://www.facebook.com/buladiradda/reviews",
  "maxReviews": 50,
  "proxyConfiguration": { "useApifyProxy": true }
}

Facebook Page or Review Source

Provide the Facebook page URL or supported review source.

Extraction Settings

Configure review limits and other available options for Facebook review data collection.

📤 Output

{
  "name": "Shane Donovan",
  "profileUrl": null,
  "reviewerId": "1231890025",
  "message": "Great product, fast shipping!",
  "profile_pic": "https://scontent.xx.fbcdn.net/...",
  "story_url": "https://web.facebook.com/shane.donovan/posts/pfbid0...",
  "story_id": "UzpfSTEyMzE4OTAwMjU6MTAxNTg3NTczMTM5MTc4MjI6MTAxNTg3NTczMTM5MTc4MjI="
}

Review Records

Returns structured review information such as review text, rating, author, date, and URL.

Page & Review Data

The output supports a Facebook review data extractor, Facebook review content extractor, and Facebook reviewer profile extractor workflow.

💡 Best Use Cases

🔎 Customer Feedback Research

Use a Facebook review scraper tool to collect customer feedback, ratings, and review text for Facebook customer review analysis.

📊 Competitor Research

Run a Facebook competitor review scraper to support Facebook competitor review analysis, market research, and reputation comparison.

📍 Local SEO

Use a Facebook review scraper for local SEO to analyze local reviews, ratings, and customer sentiment.

📈 Reputation Analysis

A Facebook review analytics scraper can support review monitoring, sentiment analysis, and reputation management.

🗂️ Data Collection

Build a Facebook review dataset, review database, or structured customer feedback collection for further analysis.

Disclaimer

This tool is intended for collecting and analyzing publicly available information in accordance with applicable laws, platform rules, and data-use requirements. Users are responsible for how extracted information is accessed, stored, processed, and used. Do not use collected data for spam, harassment, unauthorized profiling, or unlawful activities. Review the applicable Facebook terms and privacy requirements before using a Facebook review scraper, Facebook review crawler, or automated extraction workflow. Always respect access restrictions, intellectual property rights, privacy expectations, and applicable data-protection regulations.