# Facebook Reel Transcript + Top Comments Sentiment

**Use case:** 

Get a Facebook reel's transcript alongside its top 50 comments (with replies) and a full LLM analysis of the comments: aggregate sentiment breakdown, common themes, and primary intent. Also runs hook, CTA, summary, and sentiment on the transcript itself. Ideal for measuring audience reaction on a specific reel.

## Input

```json
{
  "startUrls": [
    "https://www.facebook.com/reel/1114235920664408"
  ],
  "maxReelsPerPage": 0,
  "includePostContext": true,
  "includeCreatorProfile": false,
  "skipOverTwoMinutes": false,
  "includeTopComments": true,
  "topCommentsLimit": 50,
  "includeCommentReplies": true,
  "commentRepliesLimit": 10,
  "downloadVideo": false,
  "downloadVideoQuality": "hd",
  "downloadVideoMaxMb": 0,
  "enrichments": [
    "hook",
    "cta",
    "summary",
    "sentiment",
    "comment_analysis"
  ],
  "translateTo": [],
  "openaiApiKey": "<YOUR_SECRET>",
  "cache_max_age": ""
}
```

## Output

```json
{
  "video_url": {
    "label": "Video url",
    "format": "string"
  },
  "transcriptAvailable": {
    "label": "Transcript available",
    "format": "boolean"
  },
  "transcript": {
    "label": "Transcript",
    "format": "string"
  },
  "transcriptText": {
    "label": "Transcript text",
    "format": "string"
  },
  "lines": {
    "label": "Lines",
    "format": "array"
  },
  "note": {
    "label": "Note",
    "format": "string"
  },
  "note_code": {
    "label": "Note code",
    "format": "string"
  },
  "suggested_fix": {
    "label": "Suggested fix",
    "format": "string"
  },
  "cached": {
    "label": "Cached",
    "format": "boolean"
  },
  "cached_at": {
    "label": "Cached at",
    "format": "string"
  },
  "translations": {
    "label": "Translations",
    "format": "object"
  },
  "hook": {
    "label": "Hook",
    "format": "object"
  },
  "cta": {
    "label": "Cta",
    "format": "object"
  },
  "script_summary": {
    "label": "Script summary",
    "format": "object"
  },
  "topics": {
    "label": "Topics",
    "format": "object"
  },
  "seo_keywords": {
    "label": "Seo keywords",
    "format": "object"
  },
  "sentiment": {
    "label": "Sentiment",
    "format": "object"
  },
  "ad_angle": {
    "label": "Ad angle",
    "format": "object"
  },
  "creator_profile": {
    "label": "Creator profile",
    "format": "object"
  },
  "top_comments": {
    "label": "Top comments",
    "format": "object"
  },
  "top_liked_comment": {
    "label": "Top liked comment",
    "format": "object"
  },
  "comment_stats": {
    "label": "Comment stats",
    "format": "object"
  },
  "comment_analysis": {
    "label": "Comment analysis",
    "format": "object"
  },
  "video_download": {
    "label": "Video download",
    "format": "object"
  },
  "srt_content": {
    "label": "Srt content",
    "format": "string"
  },
  "vtt_content": {
    "label": "Vtt content",
    "format": "string"
  },
  "segments": {
    "label": "Segments",
    "format": "array"
  },
  "detected_language": {
    "label": "Detected language",
    "format": "object"
  },
  "hashtags": {
    "label": "Hashtags",
    "format": "array"
  },
  "mentions": {
    "label": "Mentions",
    "format": "array"
  },
  "success": {
    "label": "Success",
    "format": "boolean"
  },
  "post_context": {
    "label": "Post context",
    "format": "object"
  },
  "error": {
    "label": "Error",
    "format": "string"
  },
  "error_code": {
    "label": "Error code",
    "format": "string"
  },
  "_metadata": {
    "label": "Metadata",
    "format": "object"
  }
}
```

## About this Actor

This example demonstrates how to use [Facebook Reel Transcript & Caption Scraper [NO LOGIN] ✅](https://apify.com/unseenuser/fb-transcript.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/unseenuser/fb-transcript.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/unseenuser/fb-transcript.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).