Snapchat Hashtag Scraper - Extract Snapchat Spotlight Video Data

Scrape Snapchat Spotlight videos by hashtag with full metadata

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Updated Jul 2026 · Added Jul 2026

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What is Snapchat Hashtag Scraper?

Snapchat Hashtag Scraper extracts public Snapchat Spotlight videos by hashtag, returning video URLs, thumbnails, creator details, engagement metrics, captions, keywords, and upload dates. It enables social listening and reporting by collecting structured data from Snapchat hashtag pages. Ideal for marketers, social media analysts, and researchers building Snapchat analytics datasets.

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Key Features of Snapchat Hashtag Scraper

Extract video URLs and direct media URLs
Capture thumbnails and creator details
Engagement metrics collection
Captions and keywords extraction
Upload dates and timestamps
Source links and scrape metadata
Flat CSV/JSON export format

Who Should Use Snapchat Hashtag Scraper?

Social listening and trend monitoring

Snapchat Spotlight analytics and reporting

Content research for hashtag performance

Influencer and creator discovery

Market research on Snapchat trends

Snapchat Hashtag Scraper: Pros & Cons

✓Pros

Exports comprehensive metadata in structured format
Works with custom hashtags and public Spotlight URLs
Includes engagement metrics and creator information
Affordable pricing at $0.70 per 1,000 videos
Community-maintained with regular updates

Frequently Asked Questions about Snapchat Hashtag Scraper

What data does the Snapchat Hashtag Scraper extract?

The tool extracts video URLs, thumbnails, creator details, engagement metrics, captions, keywords, upload dates, source links, and scrape timestamps from public Snapchat Spotlight videos.

How do I use the scraper?

Add a hashtag (like #food or #travel) or a public Spotlight hashtag URL, and the scraper will collect all matching videos with their metadata in a flat format.

What is the pricing?

The scraper costs $0.70 per 1,000 videos scraped.

Can I use this for any hashtag?

Yes, you can scrape any public Snapchat hashtag or public Spotlight hashtag URL.

What format is the output?

The data is exported in flat rows (CSV/JSON format) containing all video and creator information.