LAGIC
Lead Audience Growth Intelligence Computing
F

Facebook Reactions Scraper — Facebook | Lagic

Built ForMarketing AgenciesMarket ResearchContent Creators

Understand Audience Sentiment and Engagement on Facebook Posts

Curated by Lagic·Verified working

Configure Agent

List of post URLs to process

Maximum number of reactions to retrieve per post (between 1 and 500). Defaults to 20.

Results to deliver

1,900 credits

This agent actively searches live listings — results may vary. You are only charged for what is delivered, up to this number.

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Country auto-rotated. Need a specific region? Contact support.

Pricing

19 credits per result
✓ 30 free credits on signup✓ Refund if 0 results✓ No card required

Sample Data Preview

The original Facebook post URL.The emoji icon representing the reaction.The specific type of reaction (e.g., Like, Love, Haha, Sad).The unique identifier of the person who reacted.The name of the person who reacted.The profile picture URL of the person who reacted.
https://...Value...Value...10097Sample Text...https://...
https://...Value...Value...10095Sample Text...https://...
..................
Exports as:CSVXLSXJSON

Overview

This tool extracts detailed reaction data from public Facebook posts, including the type of reaction (Like, Love, Haha), the emoji icon, and the name and profile URL of each person who reacted. It's ideal for analyzing how specific content resonates with your audience and identifying key engagers.

### Why Monitor Facebook Reactions? Facebook reactions go beyond a simple 'Like.' They offer a nuanced view into how your audience truly feels about your content. A 'Love' reaction indicates a different sentiment than a 'Haha' or 'Sad' reaction. This tool helps you capture these valuable signals by providing a structured dataset of reactions for specified Facebook posts. ### What Data You Get For each Facebook post URL you provide, the tool collects information about up to 500 individual reactions. You'll receive details for each reactor, including their public name, a link to their profile, and their profile picture. Crucially, you'll also get the specific type of reaction they left (e.g., 'Like', 'Love', 'Care', 'Haha', 'Wow', 'Sad', 'Angry') and the corresponding emoji icon. This granular data allows for in-depth analysis of audience sentiment and engagement patterns. ### Practical Applications Imagine running a campaign and wanting to know not just how many people engaged, but *how* they engaged. Were they amused, delighted, or surprised? This data is crucial for refining your content strategy, understanding brand perception, and even identifying potential brand advocates or detractors. Marketing teams can use this to optimize future posts, while researchers can study public opinion on specific topics or events. Freelancers and agencies can provide clients with a deeper level of engagement reporting than simple reaction counts, highlighting the emotional response their content elicits.

Key Capabilities

  • The original Facebook post URL.
  • The emoji icon representing the reaction.
  • The specific type of reaction (e.g., Like, Love, Haha, Sad).
  • The unique identifier of the person who reacted.
  • The name of the person who reacted.
  • The profile picture URL of the person who reacted.
  • The public profile URL of the person who reacted.
  • Analyze audience sentiment towards specific marketing campaigns or product announcements by tracking 'Love' vs. 'Angry' reactions.
  • Identify highly engaged individuals and potential brand advocates by reviewing who consistently leaves positive reactions on your posts.
  • Benchmark competitor content by comparing reaction types and volumes on their public Facebook posts.
  • Research public opinion on current events or social issues by extracting reactions from relevant news articles or public discussions.
  • Optimize content strategy by understanding which types of posts (e.g., videos, images, text) generate specific emotional responses.
  • Provide detailed engagement reports to clients, moving beyond basic 'likes' to show the emotional impact of their content.
  • Detect viral content patterns by analyzing the distribution and velocity of different reaction types across multiple posts.

Field Dictionary

How To Run This Extractor

1

Gather the public Facebook post URLs for which you want to extract reactions.

2

Paste the list of these post URLs into the 'Post URLs' input field.

3

Optionally, set the 'Results Limit' to define the maximum number of reactions to retrieve per post (up to 500).

4

Start the tool and allow it to process the provided URLs.

5

Once complete, download your structured data file containing all the extracted reaction details.

6

Analyze the data to understand audience sentiment, identify key engagers, or benchmark content performance.

Frequently Asked Questions

What kind of Facebook posts can I scrape reactions from?
This tool can extract reactions from any publicly accessible Facebook post. It cannot access reactions on private posts, posts in private groups, or posts that require a login to view.
What data formats are available for the extracted reactions?
Do I need any technical skills to use this tool?
Is there a limit to how many reactions I can get per post?
How fresh is the data I receive?
Can I use this for client work or agency projects?
How does this differ from standard Facebook analytics?
What if a post URL is incorrect or no longer exists?
Can I schedule runs to get reaction data regularly?
Is this tool compliant with data privacy regulations?