Pricing

from $1.00 / 1,000 results

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Snapchat Hashtag Scraper

Try for free

Scrape Snapchat Spotlight videos by hashtag. Extracts video metadata, engagement stats (views, likes, shares, comments), creator info, and download URLs.

Pricing

from $1.00 / 1,000 results

Rating

5.0

(4)

Developer

Crawler Bros

Actor stats

Bookmarked

Total users

Monthly active users

4 days ago

Last modified

Input

Field	Type	Required	Default	Description
Hashtags	string[]	Yes	-	Hashtags to scrape (with or without #)
Results Per Hashtag	integer	No	30	Max videos per hashtag (up to 50)
Include Video URLs	boolean	No	true	Include direct video download URLs

Example Input

{
    "hashtags": ["food", "travel", "fitness"],
    "resultsPerHashtag": 20,
    "includeVideoUrls": true
}

Output

Each result is a flat JSON object representing one Spotlight video:

{
    "snap_id": "W7_EDlXWTBiXAEEniNoMPwAAY...",
    "story_id": "35::3e890222746020bc...",
    "snap_url": "https://www.snapchat.com/spotlight/W7_EDl...",
    "video_url": "https://cf-st.sc-cdn.net/d/...",
    "thumbnail_url": "https://cf-st.sc-cdn.net/d/...",
    "duration_seconds": 10.4,
    "width": 540,
    "height": 960,
    "creator_username": "secretcookshow",
    "creator_display_name": "Secret Cook",
    "creator_profile_url": "https://www.snapchat.com/@secretcookshow",
    "view_count": 3562939,
    "like_count": 12654,
    "share_count": 211,
    "comment_count": 111,
    "remix_count": 0,
    "description": "#asmr #food #cooking",
    "caption": "",
    "keywords": ["easy way to peel pears", "kitchen gadget review"],
    "upload_date": "2026-02-08T12:30:00+00:00",
    "searched_hashtag": "food",
    "scraped_at": "2026-02-20T10:00:00+00:00"
}

Output Fields

Field	Description
snap_id	Unique Snapchat snap identifier
story_id	Story identifier
snap_url	URL to view the snap on Snapchat
video_url	Direct video download URL (watermarked)
video_url_unwatermarked	Unwatermarked video URL (when available)
thumbnail_url	Video thumbnail image URL
duration_seconds	Video duration in seconds
width / height	Video dimensions in pixels
creator_username	Creator's Snapchat username
creator_display_name	Creator's display name
creator_profile_url	Link to creator's profile
view_count	Number of views
like_count	Number of likes/boosts
share_count	Number of shares
comment_count	Number of comments
remix_count	Number of remixes
description	Video description text
caption	Caption overlay text
keywords	Related keywords/tags
upload_date	When the video was uploaded (ISO 8601)
searched_hashtag	The hashtag used to find this video
scraped_at	When the data was scraped (ISO 8601)

Tips

Snapchat returns approximately 24-32 Spotlight videos per hashtag
Video download URLs contain expiring tokens - download promptly
Works without proxy, but proxy can help with rate limiting
Some creators may have empty usernames due to privacy settings

Limitations

Maximum ~32 videos per hashtag (server-side rendering limit)
No pagination support (single page of results)
Video URLs expire after some time
Content may vary based on geographic location of the server

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