Snapchat Topic Spotlight Feed & Content Tag Extractor
Snapchat Topic Spotlight Feed & Content Tag Extractor produces creator, page and audience lists: social profiles, channels, pages and the people who engage with them. Columns include topic id, topic display name, topic link, topic description, topic source, rank.
Useful for influencer and community outreach; these are profiles, not street addresses.
The columns you get
| Column | What it holds |
|---|---|
| Topic id topicId | Topic or hashtag slug |
| Topic display name topicDisplayName | Human-readable topic or hashtag label |
| Topic link topicUrl | Canonical Snapchat topic, tag or Explore URL |
| Topic description topicDescription | Snapchat's topic summary, when the topic hub provides one |
| Topic source topicSource | Surface that supplied the row: tagPage, topicPage, exploreSearch, exploreFallback, relatedTopic or spotlightFeed |
| Rank rank | 1-based position on the source surface |
| Related to relatedTo | Seed topic ID for a one-hop related topic row |
| Num snaps numSnaps | Snapchat's reported number of snaps for a topic |
| Topic type topicType | Snapchat topic type code |
| Icon link iconUrl | Topic icon URL |
| Snap id snapId | Spotlight snap ID |
| Story id storyId | Snapchat story ID |
| Composite story id compositeStoryId | Composite story ID with corpus, id and version |
| Snap link snapUrl | Public Snapchat Spotlight URL |
| Embed link embedUrl | Embeddable Spotlight URL |
| Video link videoUrl | Direct Snapchat CDN video URL (signed) |
| Video link unwatermarked videoUrlUnwatermarked | Unwatermarked CDN video URL, when Explore provides it |
| Video format videoFormat | Video MIME type from topic JSON-LD |
| Thumbnail link thumbnailUrl | Thumbnail image URL |
| Creator username creatorUsername | Creator Snapchat username |
| Creator display name creatorDisplayName | Creator display name |
| Creator profile link creatorProfileUrl | Creator profile URL |
| Creator follower count creatorFollowerCount | Legacy field; Snapchat reports 0 on these public surfaces |
| Creator subscriber count creatorSubscriberCount | Creator subscriber count from the public profile page; only with enrichVideos, cached once per creator, and distinct from followerCount |
| View count viewCount | Public view count |
| Like count likeCount | Boost/like count |
| Share count shareCount | Share count |
| Comment count commentCount | Live public comment/reply count |
| Pending comment count pendingCommentCount | Pending comment count, when greater than zero |
| Remix count remixCount | Remix count, when greater than zero |
| Recommend count recommendCount | Recommend count |
| Duration seconds durationSeconds | Video duration in seconds |
| Width width | Video width in pixels |
| Height height | Video height in pixels |
| Description description | Original Snapchat caption or description |
| Caption caption | On-screen caption or secondary caption, when provided |
| Llm title llmTitle | Snapchat-generated AI title |
| Llm description llmDescription | Snapchat-generated AI scene description |
| Llm keywords llmKeywords | Snapchat-generated AI keywords |
| Hashtags hashtags | Hashtags found on the video |
What it costs
- 100 rows in one run$0.50
- 1,000 rows in one run$1.39
- 10,000 rows in one run$10.30
Free-plan prices: $0.99 per 1,000 results plus a $0.40 start fee (4 GB run) per run, plus Apify platform usage at $0.20 per compute unit. The Free plan includes $5 a month (Apify pricing).
What you fill in
- Mode
Choose what to collect: videos for topics/tags, topics for search keywords, or the current Spotlight feed. - Topics
Topic names, hashtags, or Snapchat URLs. Examples: food, #travel, https://www.snapchat.com/tag/food, https://www.snapchat.com/topic/cappuccino-foam-technique. - Max results per topic
Maximum videos to keep for each topic after combining its topic/tag page with Explore results. Snapchat serves 19-32 videos per page and the combined pool is u… - Include related tags
Include Snapchat's scene-to-interest (S2I) tags for each video when the page provides them. Coverage is partial, so the field is omitted when unavailable. - Search queries
Keywords or phrases used to discover topics, such as coffee, new york, or taylor swift. - Max topics per query
Maximum topic rows to keep for each search query, including related topics when expansion is enabled. - Include related topics
Add one hop of related topics found on each discovered topic's topic, tag, or Explore page. This follows public page links; it does not recurse further. - Enrich videos
Visit each video's Spotlight page to fill missing AI title, comment/recommend counts, language, S2I tags and sound, and each creator's profile once for subscri… - Max items
Maximum rows to save across the whole run.
Other creator, page and audience lists
- Bilibili Video Search, Ranking & Metadata Scraper
- Bluesky Posts, Profiles, Feeds & Threads Scraper
- Dailymotion Video Discovery by Topic & Channel
- DeviantArt Artwork Search, Gallery & Trending Feed
- Facebook Group Feed & Engagement Extractor
- Facebook Page & Profile Finder by Keyword or URL
- Facebook Page Photo Gallery & Engagement Scraper
- Facebook Political & Commercial Ad Transparency Extractor
- Facebook Post & Group Comment Thread Extractor
- Facebook Public Follower & Following Snapshot Tool
- Facebook Timeline Posts & Reel Transcript Extractor
- Hacker News Story, Comment & Karma Scraper
Questions
What does Snapchat Topic Spotlight Feed & Content Tag Extractor cost?
$0.99 per 1,000 results on the Apify Store (Free plan), plus a start fee per GB of run memory and Apify platform usage: one run of 1,000 rows costs about $1.39 before platform usage. The Free plan includes $5 a month.
Do I need to code to use it?
No. You fill in a form on the Apify Store page, start the run and download the results as CSV, Excel or JSON. You need a free Apify account.
Is it a good fit for a business list?
Useful for influencer and community outreach; these are profiles, not street addresses.