Instagram Reel Analyzer — Scrape Reels, Download Videos & Transcribe Audio

The Instagram Reel Analyzer is a powerful Apify actor that scrapes Instagram reels by URL, extracts full metadata, downloads video files, and optionally transcribes the audio using OpenAI Whisper — all in one automated pipeline.

Perfect for content creators, social media marketers, competitive analysis, influencer research, and AI-powered content workflows.

What Does the Instagram Reel Analyzer Do?

The Instagram Reel Analyzer scrapes and processes Instagram reels to give you:

• Reel metadata — caption, likes, comments, view count, timestamp
• Author information — username, profile link
• Video download URL — direct link to download the reel video
• Audio transcription — converts speech to text using OpenAI Whisper API (optional)
• Structured JSON output — ready for analysis, storage, or integration

Key Features

• Scrape any public Instagram reel by URL
• Batch process multiple reel URLs in a single run
• Optional AI audio transcription via OpenAI Whisper
• Returns structured data with all engagement metrics
• Fast and lightweight — no heavy browser automation
• Works with public reels only (no login required for public content)

Use Cases for Instagram Reel Analyzer

Content Analysis & Strategy

Analyze top-performing Instagram reels in your niche. The Instagram Reel Analyzer extracts captions, engagement data, and transcripts so you can identify viral patterns and replicate success.

Competitor Research

Monitor competitor Instagram reel activity. Track what topics they cover, how their audience responds, and what keywords they use in captions and speech.

Influencer Marketing Research

Evaluate potential influencer partners by analyzing their reel engagement metrics, content style (via transcription), and audience response.

AI Content Workflows

Feed Instagram reel transcripts into AI tools for summarization, sentiment analysis, or content repurposing. The Instagram Reel Analyzer integrates easily with n8n, Zapier, and other automation platforms.

Market Research & Social Listening

Track trends in your industry by scraping and analyzing Instagram reels about specific topics, products, or events.

Podcast & Video Repurposing

Download Instagram reel videos and transcripts to repurpose content across YouTube Shorts, TikTok, and blog posts.

Input

{
  "reelUrls": [
    "https://www.instagram.com/username/reel/ABC123/",
    "https://www.instagram.com/username/reel/DEF456/"
  ],
  "includeTranscription": true,
  "openaiApiKey": "sk-..."
}

Field	Type	Required	Description
reelUrls	Array	Yes	List of Instagram reel URLs to scrape
includeTranscription	Boolean	No	Enable AI audio transcription (default: false)
openaiApiKey	String	If transcription	Your OpenAI API key for Whisper transcription

Output

The Instagram Reel Analyzer returns structured JSON for each reel:

{
  "url": "https://www.instagram.com/username/reel/ABC123/",
  "username": "influencer_name",
  "caption": "Check out my new morning routine! #fitness #wellness",
  "likesCount": 12450,
  "commentsCount": 342,
  "videoUrl": "https://cdn.instagram.com/video/...",
  "transcript": "Hey guys, welcome back to my channel. Today I'm going to show you...",
  "timestamp": "2024-03-15T08:30:00.000Z",
  "duration": 28.5
}

How to Use the Instagram Reel Analyzer

1. Click Try for free to open the actor in Apify Console
2. Paste one or more Instagram reel URLs in the reelUrls field
3. Toggle includeTranscription to true if you want audio-to-text conversion
4. Add your OpenAI API key if transcription is enabled
5. Click Start — results appear in the dataset within seconds
6. Export to JSON, CSV, or connect to your workflow via API

Pricing

The Instagram Reel Analyzer uses pay-per-result pricing. You pay $0.50 per 1,000 reels analyzed. A free trial is available on every Apify account. Note: OpenAI Whisper transcription costs are billed separately by OpenAI.

Frequently Asked Questions

Can I scrape Instagram reels without logging in?

Yes. The Instagram Reel Analyzer works with public Instagram reels without requiring an Instagram account or login.

Does it work with private Instagram reels?

No. This tool only works with public reels accessible without authentication.

How accurate is the Whisper transcription?

OpenAI Whisper is one of the most accurate speech-to-text models available. Accuracy depends on audio quality and language, but typically achieves 95%+ accuracy for clear English speech.

Can I download Instagram reel videos?

Yes. Each result includes a videoUrl with a direct download link to the reel video file.

How many reels can I process in one run?

There is no hard limit. Add as many URLs as you need. Large batches are processed efficiently.

Can I schedule automated Instagram reel monitoring?

Yes. Use Apify's built-in scheduler to run the Instagram Reel Analyzer daily, weekly, or on any schedule.

Is Instagram scraping legal?

Scraping publicly available Instagram data is generally permitted for research and personal use. Always comply with Instagram's Terms of Service and applicable local regulations.

Support

Need help or want a custom Instagram data solution? Open an issue in the Issues tab or reach out through Apify's support.