LAGIC
Lead Audience Growth Intelligence Computing
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Social Media Sentiment Analysis Tool — Facebook, Instagram, TikTok | Lagic

Built For

Understand Social Media Audience Sentiment and Profile Performance

Curated by Lagic·Verified working

Configure Agent

Profile identifier from the Facebook profile url (e.g. "arnold")

Profile identifier from the Instagram profile url (e.g. "schwarzenegger")

Profile identifier from the TikTok profile url (e.g. "arnoldschnitzel")

If checked the comments in Dataset will include information about their sentiment score

Amount of latest posts scraped per each social profile

Amount of latest comments scraped per each post

Based on this input the profile name will be determined by the search engine (use if you don't know the exactl profile name exactly - e.g. Arnold Schwarzenegger)

If checked Facebook social profile will be checked.

Results to deliver

200 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

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

Sample Data Preview

Profile name and URLProfile descriptionFollower and following counts for the profilePost URL, description, and timestampNumber of likes and comments on each postComment author, text, and timestamp
https://...Value...110https://...5242026-04-05
https://...Value...715https://...9512026-04-05
..................
Exports as:CSVXLSXJSON

Overview

This tool extracts public profile data, recent posts, and comments from Facebook, Instagram, and TikTok. It then performs sentiment analysis on comments, revealing audience perceptions and engagement metrics for brand monitoring and competitive intelligence.

This tool provides a deep dive into public social media profiles across Facebook, Instagram, and TikTok, focusing on audience sentiment and content performance. It's designed for anyone needing to understand how audiences react to content and brands on these platforms, without requiring any coding expertise. ### What Data You Get For each specified profile, the tool collects key public metrics such as follower and following counts, profile descriptions, and the profile's URL. It then goes further, extracting details about recent posts, including their descriptions, timestamps, and engagement metrics like likes and comment counts. Crucially, for each post, it scrapes a configurable number of the latest comments. ### Sentiment Analysis for Deeper Insights The core value of this tool lies in its integrated sentiment analysis. For every scraped comment, it provides a detailed sentiment breakdown: a `finalScore`, `negativeScore`, `neutralScore`, `positiveScore`, and a `finalClassification` (e.g., positive, negative, neutral). This moves beyond simple comment collection, offering a clear picture of the emotional tone surrounding specific posts and the profile as a whole. ### Flexible Targeting and Data Collection You can input exact profile identifiers for Facebook, Instagram, and TikTok. If you don't have precise profile IDs, you can provide an unspecific name (e.g., "Arnold Schwarzenegger"), and the tool will attempt to locate the relevant profiles across the selected platforms. You have control over the number of latest posts and comments to scrape, allowing you to tailor the data volume to your needs. Additionally, you can define specific date ranges to focus on posts newer or older than a certain point, though date filtering for older posts currently has limitations for Instagram.

Key Capabilities

  • Profile name and URL
  • Profile description
  • Follower and following counts for the profile
  • Post URL, description, and timestamp
  • Number of likes and comments on each post
  • Comment author, text, and timestamp
  • Number of likes on each comment
  • Sentiment score for each comment (final, negative, neutral, positive)
  • Sentiment classification for each comment (e.g., positive, negative, neutral)
  • Count of replies to comments
  • Brand reputation monitoring: Track public sentiment around your brand's social media presence and respond proactively to shifts in perception.
  • Competitor analysis: Evaluate how audiences react to competitors' content and identify their strengths and weaknesses on key platforms.
  • Influencer vetting: Analyze the actual sentiment in an influencer's comments to ensure their audience aligns with your brand values before collaboration.
  • Content strategy optimization: Understand which types of posts and topics generate positive or negative reactions to refine your content calendar.
  • Campaign performance review: Measure the emotional response to specific marketing campaigns by analyzing comments on associated posts.
  • Customer feedback analysis: Collect and categorize customer feedback expressed in comments to identify common pain points or areas of praise for product development.
  • Academic research: Gather large datasets of social media comments with sentiment scores for studies on public opinion, social trends, or communication patterns.

Field Dictionary

How To Run This Extractor

1

Enter the exact profile identifiers for Facebook, Instagram, and/or TikTok, or provide a general profile name if you're unsure of the exact ID.

2

Select which social media platforms you want the tool to check for the profile(s).

3

Specify the number of the latest posts you want to scrape from each profile (up to 10).

4

Indicate how many of the latest comments you want to retrieve per post (up to 50).

5

Optionally, set date ranges to focus on posts newer or older than a specific date.

6

Run the tool to begin scraping the profile data, posts, and comments, and perform sentiment analysis on the collected comments.

7

Download the structured output containing profile details, post information, and comment sentiment scores.

Frequently Asked Questions

What technical skills do I need to use this tool?
No coding or technical skills are required. You simply provide the profile identifiers or names, set your preferences, and run the tool.
What formats can I export the data in?
Is the data extraction compliant with social media platform policies?
Can I use this tool for client work?
How fresh is the data?
How does the 'unspecific profile name' feature work?
Can I scrape posts from a specific date range?
How does this tool differ from general social media monitoring platforms?
What if a profile is private?
How reliable is the sentiment analysis?