Snapchat Spotlight Comment & Reaction Scraper

Get comment threads from Snapchat Spotlight videos, by direct video URL or by creator username. Each comment includes text, commenter display name and Bitmoji IDs, reaction counts, posting time, and reply count.

Open in Apify Store$0.99 / 1K on Free

Short answer

Snapchat Spotlight Comment & Reaction Scraper is an Apify Store Actor for Snapchat data that returns 52 published output fields, including snapUrl, topicUrl, creatorProfileUrl, videoCaption. It lists $0.99 per 1,000 results on the Free plan (pay per event), $0.49 on the Business plan. It takes 9 input settings; one is required (mode). It covers 3 of the 5 core Snapchat fields this site tracks. Last updated Oct 30, 2026.

From the public Store listing and published build schema, synced 2026-11-12.
Snapchat Social mediaVideoAutomation

What it returns

52 fields from the published dataset schema. Export as JSON, CSV or Excel, or read the dataset through the Apify API.

  • recordTypeRow type: comment or error
  • commentIdUnique comment ID (highBits-lowBits)
  • snapIdSpotlight snap ID this comment belongs to
  • snapUrlCanonical Spotlight video URL
  • sourceUsernameCreator username (byUsername mode)
  • inputUrlInput Spotlight URL (bySpotlightUrls mode)
  • topicHashtag or topic slug (byTopic mode)
  • topicUrlTag, explore or topic page used for discovery
  • feedCountryISO country code of the trending feed (byFeed mode)
  • parentCommentIdParent comment ID for reply rows
  • depth0 for root comments, 1 for replies
  • replyTextComment or reply text
  • postedAtISO 8601 UTC time the comment was posted
  • updatedAtISO 8601 UTC time the comment state last changed
  • threadedReplyCountNumber of direct replies
  • commenterDisplayNameCommenter display name
  • commenterBitmojiAvatarIdCommenter Bitmoji avatar ID
  • commenterBitmojiSelfieIdCommenter Bitmoji selfie ID
  • commenterProfileLogoUrlCommenter profile logo URL
  • commenterIdCommenter account UUID pair
  • commenterProfileIdCommenter business profile UUID pair
  • commenterUsernameCommenter username when Snapchat exposes it
  • commenterProfileUrlCommenter profile URL when a username is available
  • commenterIsPostAuthorWhether the commenter is the video creator
  • reactionCountsReaction breakdown [{reactTypeId, count}]
  • likeCountSum of all reaction counts
  • reportCountNumber of times the comment was reported
  • approvalStateModeration state (3 = approved)
  • rankingScoreSnapchat ranking score when present
  • creatorUsernameVideo creator username
Show the other 22 fields
  • creatorDisplayNameVideo creator display name
  • creatorProfileUrlVideo creator profile URL
  • creatorIsOfficialEmitted only when the creator is officially verified
  • videoCaptionVideo caption or description
  • videoHashtagsHashtags attached to the video
  • videoThumbnailUrlVideo thumbnail URL
  • videoUrlWatermarked video URL
  • videoDurationSecondsVideo duration in seconds
  • videoWidthVideo width in pixels
  • videoHeightVideo height in pixels
  • videoPostedAtISO 8601 UTC video creation time
  • videoViewCountVideo view count
  • videoShareCountVideo share count
  • videoCommentCountComment count reported by Snapchat
  • videoBoostCountVideo boost (like) count
  • videoRecommendCountVideo recommend count
  • videoAiTitleSnapchat-generated title for the video
  • videoAiDescriptionSnapchat-generated description for the video
  • videoKeywordsSnapchat-generated keywords for the video
  • errorError message for error rows
  • inputUsernameInput username for error rows
  • scrapedAtISO 8601 UTC scrape timestamp

Not in the schema among the core Snapchat fields: author, created_at. The field matrix shows which other tools return them.

How it differs from the other Snapchat Actors

Among the 9 catalogue Actors for Snapchat with a published schema, only this one returns replyText, threadedReplyCount, commenterIsPostAuthor, reactionCounts, reportCount, approvalState, videoBoostCount.

Pick another Actor if you need

Fields other Snapchat catalogue Actors return that Snapchat Spotlight Comment & Reaction Scraper does not
ActorFields it addsPrice / 1K
Snapchat Topic Spotlight Feed & Content Tag Extractor relatedTo, numSnaps, iconUrl, storyId $0.99
Snapchat Explore Search Across Spotlight, Lenses & Places resultType, storyId, mediaUrl, teaserText $0.99
Snapchat Spotlight Video Link & Caption Downloader availability, creatorFollowerCount, uploadedAt, llmTitle $0.99
Snapchat Spotlight Hashtag Video Extractor source_type, searched_hashtag, feed_page, story_id $0.99
Snapchat Highlight & Story Media Downloader storySource, storyTitle, snapIndex, mediaType $0.99

Input

Input settings for Snapchat Spotlight Comment & Reaction Scraper
SettingTypeRequiredDefaultWhat it does
mode string Yes byUsername Choose what to scrape: specific Spotlight videos, creator profiles, hashtags/topics, or the trending country feed.
spotlightUrls array No – (mode=bySpotlightUrls) One or more Spotlight URLs, @user/spotlight links, t.snapchat.com links, or raw snap IDs.
usernames array No ["brentrivera"] (mode=byUsername) Snapchat usernames, @names, /add/name or /@name profile URLs.
topics array No ["food"] (mode=byTopic) Hashtags or topics, or /tag, /explore and /topic URLs.
country string No US (mode=byFeed) Country whose trending Spotlight feed is used.
maxVideosPerSource integer No 50 For username, topic and feed modes, stop after this many Spotlight videos per source. Ignored for explicit URLs.
maxCommentsPerVideo integer No 100 Maximum comment rows per Spotlight video, including replies when enabled. Set high (for example 100000) for the full public thread.
includeReplies boolean No false Emit direct replies as separate rows with parentCommentId and depth 1.
maxItems integer No 1000000 Global cap on dataset rows. The default is effectively unlimited for backward compatibility.

Example input

Built from the input form's published example values and defaults.

{
  "mode": "byUsername",
  "usernames": [
    "brentrivera"
  ],
  "topics": [
    "food"
  ],
  "country": "US",
  "maxVideosPerSource": 1,
  "maxCommentsPerVideo": 3,
  "includeReplies": false,
  "maxItems": 3
}

Run it from code or an AI agent

The same run through the Apify API, with the example input. You need an Apify API token; the run is billed to your account at the Store price.

Python

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")
run_input = {
    "mode": "byUsername",
    "usernames": [
        "brentrivera"
    ],
    "topics": [
        "food"
    ],
    "country": "US",
    "maxVideosPerSource": 1,
    "maxCommentsPerVideo": 3,
    "includeReplies": False,
    "maxItems": 3
}

run = client.actor("dataspryva/snapchat-spotlight-comment-and-reaction-scraper").call(run_input=run_input)
if run is None:
    raise RuntimeError("The Actor run was not found.")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

pip install apify-client

JavaScript

import { ApifyClient } from "apify-client";

const client = new ApifyClient({ token: "<YOUR_APIFY_TOKEN>" });
const input = {
    "mode": "byUsername",
    "usernames": [
        "brentrivera"
    ],
    "topics": [
        "food"
    ],
    "country": "US",
    "maxVideosPerSource": 1,
    "maxCommentsPerVideo": 3,
    "includeReplies": false,
    "maxItems": 3
};

const run = await client.actor("dataspryva/snapchat-spotlight-comment-and-reaction-scraper").call(input);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

npm install apify-client

cURL

curl -X POST "https://api.apify.com/v2/actors/dataspryva~snapchat-spotlight-comment-and-reaction-scraper/run-sync-get-dataset-items"   -H "Authorization: Bearer $APIFY_TOKEN"   -H "Content-Type: application/json"   -d '{"mode":"byUsername","usernames":["brentrivera"],"topics":["food"],"country":"US","maxVideosPerSource":1,"maxCommentsPerVideo":3,"includeReplies":false,"maxItems":3}'

Waits for the run and returns the dataset items (runs over 300 seconds return HTTP 408; start an async run instead).

MCP (AI agents)

{
  "mcpServers": {
    "apify": {
      "url": "https://mcp.apify.com?tools=dataspryva/snapchat-spotlight-comment-and-reaction-scraper",
      "headers": {
        "Authorization": "Bearer <YOUR_APIFY_TOKEN>"
      }
    }
  }
}

Adds this Actor as a tool in an MCP client that takes a remote server URL (Cursor, VS Code, Claude Code) through Apify's hosted MCP server. OAuth sign-in also works without the header. Clients that only start local servers can wrap the URL with npx mcp-remote.

What a run costs

The result rate falls on higher Apify plans. Each figure is the published per-result rate times the number of results.

Cost of Snapchat Spotlight Comment & Reaction Scraper results by Apify plan
Apify planPer 1,00010,000 results100,000 results
Free plan$0.99$9.90$99
Starter plan$0.82$8.20$82
Scale plan$0.66$6.60$66
Business plan$0.49$4.90$49
  • Every run also has a start event, charged per GB of memory (minimum one): $0.10 on Free, $0.03 on Business. At its default memory of 4 GB a run starts at $0.40 on Free. Fewer, larger runs keep this small.
  • The Free plan includes $5 of monthly usage (Apify pricing, checked 2026-11-11); at the Free rate that covers at most about 5,050 results, less start events and platform usage.
  • Worked example: 10,000 results in one run on the Free plan cost $10.30 ($9.90 for results + $0.40 start), plus Apify platform usage (compute), billed separately by Apify.
  • Pay per event. Platform usage (compute) is billed by Apify on top of the event prices. Compare other tools in the cost estimator.

Where it fits among Snapchat routes

It ranks 5 of 13 catalogue Actors for Snapchat on the published formula (fields, price, reliability, freshness). Its line is highlighted on the map.

Route diagram for Snapchat dataSnapchat Topic Spotlight Feed & Content Tag Extractor: stops at 6 of the 10 fields shown; Snapchat Explore Search Across Spotlight, Lenses & Places: stops at 7 of the 10 fields shown; Snapchat Spotlight Video Link & Caption Downloader: stops at 5 of the 10 fields shown; Snapchat Spotlight Comment & Reaction Scraper: stops at 5 of the 10 fields shown; Other Store tools (6): stops at 9 of the 10 fields shown; Snapchat APIs: limited, field coverage not compared.Snapchatauthorcreated atcaptionviewsurlcommentCountpostedAtrecordTypeshareCountsubscriberCount1235+API

Stops are fields. A ring means the field is in that route's published output schema; no ring means the line passes without it. Bold labels are the core fields for this website, the rest are fields that differ between routes. A white capsule means every data line stops there. The red line is the official API; its field coverage is not compared. A crossed red line means there is no open official API.

Official route: Snapchat APIs

Limited access. Snap develops Login Kit, Bitmoji Kit, Marketing API and other partner products. There is no open general-purpose public content API.

Marketing and partner products have their own commercial terms.

Official documentation

Other Store tools for Snapchat

Reference only, from their public listings.

Other Store tools for Snapchat
ToolFieldsPrice / 1K
Snapchat Profile & Spotlight Scraper69$2.50
Snapchat Spotlight Video Downloader17$1.00
Snapchat Spotlight Scraper · 5,000 Free Videos/Month11$1.00
Snapchat Spotlight Scraper13$1.00
Snapchat Spotlight Scraper–$1.50

What people use it for

  • Collect comment threads
  • Analyze comment reactions
  • Extract video context

Other catalogue Actors for Snapchat

Snapchat Topic Spotlight Feed & Content Tag Extractor

Reads a Snapchat topic's public Spotlight feed and returns each video with creator, engagement counts, AI-generated title/keywords, and related…

3/5 core fields 52 output fields $0.99 per 1K

Snapchat Explore Search Across Spotlight, Lenses & Places

Search Snapchat's public explore results for a keyword and get Spotlight videos, AR lenses, topics, user profiles, business profiles, publisher…

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Snapchat Spotlight Video Link & Caption Downloader

Give this actor one or more Snapchat Spotlight links and get back a direct video link, thumbnail, caption, creator info and engagement counts per…

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Snapchat Spotlight Hashtag Video Extractor

Pull Snapchat Spotlight videos published under a hashtag or topic, with engagement stats, creator details, AI-generated descriptions and related…

3/5 core fields 61 output fields $0.99 per 1K

Snapchat Highlight & Story Media Downloader

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Snapchat Creator Profile & Highlights Extractor

Turn Snapchat usernames into structured profile records with bio, subscriber count, verification status, story highlights, Spotlight videos, AR…

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Snapchat AR Lens Metadata & Related Spotlight Finder

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Snapchat Discover Publisher Show Extractor

Pull the publisher shows currently featured on Snapchat's Discover feed, with each show's creator profile, cover art, publish time and a preview…

$0.99 per 1K

LinkedIn Profile Engagement Timeline Scraper

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Pinterest Pin Comments & Activity Extractor

Pull public comments, replies, reactions, and Tried It activity for one or more Pinterest Pins, along with each Pin's title, creator, board, and…

13 output fields $0.99 per 1K

Snapchat Publisher & Show Episode Finder

Look up Snapchat publisher and Snap Show profiles by URL or ID: subscriber count, premium episodes and seasons, and publisher Spotlight content…

48 output fields $0.99 per 1K

Facebook Timeline Posts & Reel Transcript Extractor

Pull recent posts and Reels from a public Facebook Page or Profile, or fetch one post by its link, with text, reaction breakdown, comments, media,…

14 output fields $0.99 per 1K

Questions people ask

How much does Snapchat Spotlight Comment & Reaction Scraper cost?

The published result rate depends on your Apify plan: $0.99 per 1,000 on Free, $0.82 per 1,000 on Starter, $0.66 per 1,000 on Scale, $0.49 per 1,000 on Business. So 10,000 results cost about $9.90 on the Free plan and $4.90 on Business, plus a start fee of $0.10 per run per GB of memory on Free. Platform usage is billed separately.

What data does Snapchat Spotlight Comment & Reaction Scraper return?

Its published output schema lists 52 fields: recordType, commentId, snapId, snapUrl, sourceUsername, inputUrl, topic, topicUrl, feedCountry, parentCommentId, depth, replyText, and 40 more. A listed field is not guaranteed to be filled in every row.

What input does Snapchat Spotlight Comment & Reaction Scraper need?

Required: mode. Optional settings include spotlightUrls, usernames, topics, country, maxVideosPerSource, maxCommentsPerVideo.

What are the alternatives to Snapchat Spotlight Comment & Reaction Scraper for Snapchat?

13 catalogue Actors cover Snapchat. Close alternatives: Snapchat Topic Spotlight Feed & Content Tag Extractor; Snapchat Explore Search Across Spotlight, Lenses & Places; Snapchat Spotlight Video Link & Caption Downloader. The Snapchat page compares all of them field by field.

How do I run Snapchat Spotlight Comment & Reaction Scraper from Python or the API?

Use the Apify API client: in Python, ApifyClient(token).actor("dataspryva/snapchat-spotlight-comment-and-reaction-scraper").call(run_input=...), then read the run's default dataset (run.default_dataset_id); in JavaScript the same call is client.actor("dataspryva/snapchat-spotlight-comment-and-reaction-scraper").call(input). Without a client, POST the input JSON to https://api.apify.com/v2/actors/dataspryva~snapchat-spotlight-comment-and-reaction-scraper/run-sync-get-dataset-items with your API token. Ready-to-paste code with the example input is on this page.

Sources

Actor updated 2026-10-30 Data synced 2026-11-12
Cite this page

Scraper Finder. "Snapchat Spotlight Comment & Reaction Scraper." https://scraperfinder.com/catalogue/snapchat-spotlight-comment-and-reaction-scraper/ (data checked 2026-11-12).

Run Snapchat Spotlight Comment & Reaction Scraper

$0.99 per 1,000 results. Paste the example input above, set your Snapchat query, then export the dataset. Still choosing? Compare every Snapchat route.

Open in Apify Store