Use Case
Instagram Comment Scraper API
Extract comments from any Instagram post at scale. Get comment text, author info, like counts, reply counts, and timestamps through a simple API. Power sentiment analysis, audience research, UGC discovery, and community monitoring with structured Instagram comment data.
Benefits
- Scrape all comments from any Instagram post with automatic pagination, no headless browsers required
- Get structured data including comment text, author username, like count, reply count, and timestamp
- Run sentiment analysis on thousands of comments to understand audience reactions to content and brands
- Discover user-generated content mentions, testimonials, and product feedback in comment sections
- Monitor brand mentions and competitor discussions across Instagram at scale
How It Works
Pass a post URL or ID
Send any Instagram post URL to the comments endpoint. The API returns the first page of comments with a cursor for pagination.
Paginate through all comments
Use the cursor from each response to fetch the next page. Continue until all comments on the post have been collected.
Process and analyze
Feed the structured comment data into your sentiment analysis pipeline, NLP models, or analytics dashboard.
Relevant API Endpoints
Frequently Asked Questions
How does an Instagram comment scraper API work?
The CreatorCrawl comment scraper accepts an Instagram post URL and returns paginated comments with full metadata. Each response includes comment text, author info, like count, reply count, and a cursor for fetching the next page. You can collect all comments from a post by following the pagination cursors.
Can I scrape Instagram comments in bulk across multiple posts?
Yes. Send concurrent requests to the comments endpoint with different post URLs. There are no rate limits, so you can process comments from hundreds of posts simultaneously. Combine with the user posts endpoint to scrape comments from every post a creator has published.
What can I do with scraped Instagram comments?
Common use cases include sentiment analysis to gauge audience reactions, UGC discovery to find customer testimonials, competitive intelligence to see what people say about competitor products, and community research to understand audience pain points and interests.
How many comments can I scrape per post?
The API returns all publicly visible comments on a post. Each pagination request returns a batch of comments with a cursor to fetch more. There is no limit on the number of comments you can collect per post. Each paginated request costs 1 credit.
Can I filter Instagram comments by sentiment or keyword?
The API returns raw comment data. You can apply your own filtering logic on the client side to search for keywords, run sentiment analysis models, or categorize comments by topic. CreatorCrawl gives you the structured data, and you control the analysis pipeline.