🎬 Instagram Reels Deep Intelligence (Video, On-Screen OCR & Whisper Audio)

🎁 Free Trial Included: Apify provides every registered user with $5 of free platform credits every month.
This means you can run and analyze up to 250 full Instagram Reels (direct MP4 + on-screen text OCR + full Whisper AI audio transcript) 100% free with $0 out-of-pocket! Click Try for free above to test with your own URLs.

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⚡ What is Instagram Reels Deep Intelligence?

The only all-in-one multimodal AI scraper for Instagram Reels that extracts the full content of short-form videos:

1. 🎥 Direct MP4 Video Stream Download Link (no watermarks, clean CDN stream).
2. 👁️ On-Screen Visual Hook Text (via native Tesseract C++ OCR with grayscale optimization for stickers, titles, and text overlays).
3. 🎙️ Full Speech-to-Text Audio Transcript (via faster-whisper CTranslate2 int8 AI in < 2 seconds).
4. 📊 Complete Post Metadata (Likes, comments, author username, duration, raw caption, post URL).

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🥊 Why Choose This Actor vs Legacy Scrapers?

Traditional Instagram scrapers only extract HTML metadata and post captions. They miss 80% of the value because viral hooks and core messages are embedded inside the video frames and audio!

Feature	Legacy Instagram Scrapers ($3.00 - $10.00 / 1k)	Instagram Reels Deep Intelligence ($0.020 / reel)
On-Screen Text OCR	❌ None	✅ Native Tesseract C++ OCR on video frames
Spoken Audio Transcript	❌ None (or requires external APIs)	✅ Built-in Faster-Whisper AI (< 2s speech-to-text)
Direct MP4 Stream	⚠️ Often broken / blocked	✅ Direct MP4 download URL extracted
Pricing Model	Expensive monthly sub or heavy compute	✅ Fair Pay-Per-Event ($0.02 / analyzed reel)
Proxy Cost	High residential proxy bills ($5-20/GB)	✅ 0 € proxy expense on direct video inputs
AI / RAG Ready	Raw caption only	✅ Structured Markdown + Hook + Transcript JSON

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🎯 Ideal Use Cases

• Viral Hook & Competitor Ad Spying: Marketing agencies, UGC creators, and media buyers use this to analyze top-performing competitor Reels and identify the exact visual text hooks and spoken opening lines that generate millions of views.
• Automated Video Repurposing: Convert spoken video Reels into high-converting Twitter/X threads, LinkedIn carousels, or SEO blog posts in seconds.
• Social Listening & Brand Safety: Detect on-screen slogans, sponsored brand mentions, or offensive text embedded inside video frames.
• AI & LLM Training / RAG Pipelines: Feed rich multi-modal short-form video data directly into Vector Databases (Pinecone, Qdrant, Weaviate) or NotebookLM.

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📥 Input Configuration

{
  "reelUrls": [
    "https://www.instagram.com/reel/C8r2L4Yv9gA/"
  ],
  "videoUrls": [
    "https://commondatastorage.googleapis.com/gtv-videos-bucket/sample/ForBiggerBlazes.mp4"
  ],
  "sessionId": "YOUR_INSTAGRAM_SESSIONID_COOKIE",
  "enableOcr": true,
  "enableTranscription": true,
  "whisperModel": "tiny",
  "ocrLanguages": ["en", "fr"],
  "maxItems": 5
}

Parameters:

• reelUrls (array, optional): List of Instagram Reel URLs to analyze.
• videoUrls (array, optional): Direct MP4 video URLs to analyze immediately with OCR and Whisper (zero login required, works for any pre-extracted video or public CDN).
• sessionId (string, optional): Your Instagram sessionid cookie value. Enables 100% reliable Reel & collection scraping from cloud servers without Instagram IP challenges (see guide below). Encrypted / secret in Apify UI.
• proxyUrl (string, optional): Custom HTTP/HTTPS/SOCKS5 proxy URL for routing Instagram API calls.
• collectionName (string, optional): Name of a private saved Instagram collection to batch export.
• enableOcr (boolean): Run Computer Vision OCR to extract on-screen hooks and captions (Default: true).
• enableTranscription (boolean): Run Whisper AI speech-to-text on the audio track (Default: true).
• whisperModel (string): Choose tiny for ultra-fast processing (~1-2s) or base for higher precision.
• ocrLanguages (array): Languages for OCR text recognition (supports en, fr, es, de, it, pt).
• maxItems (integer): Maximum number of Reels to process per run.

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🔑 How to get your Instagram sessionid (in 30 seconds)

Instagram requires authentication to view high-resolution Reels and private collections from datacenter IPs. Getting your session cookie takes less than 30 seconds:

Method 1: Chrome / Edge / Brave DevTools (No install needed)

1. Open instagram.com in your desktop browser and make sure you are logged in.
2. Press F12 (or Right-Click anywhere ➔ Inspect).
3. In the top tabs, click on Application (in Firefox: Storage).
4. On the left sidebar, expand Cookies ➔ click on https://www.instagram.com.
5. Look for the cookie named sessionid in the list.
6. Double-click the Value column, copy the string (e.g. 682918342%3AKd92...), and paste it into the Actor's sessionId input field!

🔒 Security Notice: Your session cookie is executed purely in volatile container memory to fetch the Reel stream and is never saved, logged, or shared.
💡 Best Practice: For scraping large collections (500+ items), we recommend using a secondary/burner Instagram account.

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📤 Output Dataset Example

{
  "url": "https://www.instagram.com/reel/C8r2L4Yv9gA/",
  "code": "C8r2L4Yv9gA",
  "author": "growth_marketer",
  "onScreenHookText": "STOP SCROLLING: Here is how to automate your entire business in 3 steps",
  "fullOnScreenText": "STOP SCROLLING 3 steps Step 1: Scrape data Step 2: AI analysis Step 3: Profit",
  "audioTranscript": "Wait, don't scroll past this video. If you're still manually doing data entry, you're wasting hours every single day. Here's the exact framework...",
  "detectedLanguage": "en",
  "caption": "The ultimate automation playbook for 2026. Link in bio! #automation #ai #nocode",
  "videoUrl": "https://instagram.fcdg1-1.fna.fbcdn.net/v/t50.2886-16/...",
  "likesCount": 24890,
  "commentsCount": 412,
  "duration": 28.5,
  "scrapedAt": "2026-11-06T15:00:00Z"
}

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💰 Transparent Pay-Per-Event Pricing

• Only $0.020 per Reel Analyzed: You only pay when a video is successfully downloaded and processed with OCR and/or Whisper transcription.
• $0.00 infrastructure waste: Zero monthly fixed fee. Use your free $5 monthly Apify credit to test up to 250 reels.

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