Instagram Reels Scraper

What does Instagram Reels Scraper do?

The Instagram Reels Scraper captures structured data from public Instagram Reels—including captions, hashtags, audio info, video URLs, view/play counts, likes, comments, thumbnails, tagged users, and more. Point it at usernames, profile URLs, or reel links, and get clean JSON/CSV/Excel ready for dashboards, Python notebooks, and BI tools.
For SEO and growth teams, it reveals high-performing hooks, music trends, and posting cadence. For developers, it’s perfect with Node.js/Python SDKs and webhooks. Whether you need an apify instagram reels scraper, an instagram reels scraper python workflow, or to test ideas from instagram reels scraper github, this tool gives you reliable, compliant access to public data—fast. 🚀

What Instagram Reels” can I extract? 📊

Use the Instagram Reels Scraper to collect granular fields for analytics, automation, and reporting. Below is a snapshot of commonly returned data.

🔍 Data Type	📝 Description
🔗 Reel URL / Shortcode	Canonical URL and shortcode (great for deduping)
🧑 Author	Username, full name, profile image, verification
🗒️ Caption	Full text, emojis preserved; NLP-ready
🏷️ Hashtags & Mentions	Arrays for topic modeling and tracking
🎵 Audio / Music	Track/artist name, original audio flags
🎞️ Media	Video URL(s), thumbnail, dimensions, duration
📈 Engagement	Likes, comments, views and video play count
👥 Tagged/Co-authors	Collaboration metadata
💬 Top/Recent Comments	Comment text, likes, replies (sample)
🕒 Timestamp	ISO publish time
📍 Location (if any)	Structured place data
🪧 Sponsored flags	Paid partnership indicators (when present)

⭐ Key Features of “Instagram Reels Scraper” (180–200 words)

• ⚡ High-throughput, stable scraping for instagram reels scraping across many profiles.

• 🎞️ All Reel essentials: captions, audio metadata, video URLs, dimensions, duration, thumbnail.

• 📊 Engagement capture: likes, views, video play count, comment samples.

• 🏷️ Metadata richness: hashtags, mentions, tagged users, coauthor producers.

• 🔌 Developer-first: REST API, SDKs (Node/Python), perfect for instagram reels scraper python pipelines.

• 🧠 NLP-ready output for topic modeling, sentiment, hook/CTA detection.

• 🧰 Automation-friendly: webhooks, schedulers—pair with an instagram reels scraper auto poster (post-processing) or instagram reel downloader step.

• 🧩 Flexible exports: JSON, CSV, Excel, HTML; integrate with Sheets, Zapier/Make, Airbyte.

• 🛡️ Compliance-aware: public data only; ideal for audits and enterprise workflows.

• 🌐 No login needed for public content; runs online on Apify (great vs. ad-hoc instagram reels scraper app/apk claims).

Looking for open-source experiments? Explore ideas from instagram reel scraper github—then run production workloads on Apify for reliability and scale.

How to use Instagram Reels Scraper 🛠️

Step-by-Step Guide

1. Log in to Apify — Create a free account or sign in.

2. Select the Actor — Search “Instagram Reels Scraper” (aka apify instagram reels scraper).

3. Enter Input Data — Provide usernames, profile URLs, or reel links (shortcodes/URLs).

4. Choose Options — Set max items, date filters (e.g., last 30 days), include top comments, etc.

5. Run the Actor — Hit Start; the scraper fetches and structures reel data automatically.

6. Download Results — Export JSON/CSV/Excel/HTML, or pull via API/webhooks into Sheets/DB/BI.

Input

{
    "proxyConfiguration": {
        "useApifyProxy": false
    },
    "urls": [
        {
            "url": "https://www.instagram.com/cristiano/",
            "method": "GET"
        }
    ]
}

Output

[
  {
    "username": "cristiano",
    "scraped_at": 1758818318.2891665,
    "sort_order": "newest",
    "max_comments": 50,
    "reel_data": {
      "media": {
        "caption_is_edited": true,
        "device_timestamp": 1758629963780136,
        "filter_type": 0,
        "has_shared_to_fb": 0,
        "is_post_live_clips_media": false,
        "like_and_view_counts_disabled": false,
        "fbid": "18149858683404325",
        "deleted_reason": 0,
        "is_unified_video": false,
        "pk": "3727980973477364718",
        "id": "3727980973477364718_1513490980",
        "strong_id__": "3727980973477364718_1513490980",
        "has_delayed_metadata": false,
        "mezql_token": "",
        "share_count_disabled": false,
        "should_request_ads": false,
        "is_reshare_of_text_post_app_media_in_ig": false,
        "integrity_review_decision": "pending",
        "collaborator_edit_eligibility": false,
        "client_cache_key": "MzcyNzk4MDk3MzQ3NzM2NDcxOA==.3",
        "has_privately_liked": false,
        "is_visual_reply_commenter_notice_enabled": true,
        "comment_threading_enabled": true,
        "translated_langs_for_autodub": [],
        "commerciality_status": "not_commercial",
        "is_quiet_post": false,
        "subtype_name_for_REST__": "XDTClipsMedia",
        "has_high_risk_gen_ai_inform_treatment": false,
        "play_count": 37796913,
        "ig_play_count": 37796913,
        "are_remixes_crosspostable": true,
        "is_third_party_downloads_eligible": true,
        "has_audio": true,
        "video_duration": 47.5,
        "is_dash_eligible": 1,
        "can_viewer_reshare": true,
        "can_viewer_save": true,
        "code": "DO8cvGViIPu",
        "enable_media_notes_production": false,
        "has_liked": false,
        "has_views_fetching": true,
        "is_comments_gif_composer_enabled": false,
        "is_organic_product_tagging_eligible": false,
        "media_reposter_bottomsheet_enabled": false,
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        "video_sticker_locales": [],
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      }
    }
  }, .......
]

🎯 Use Cases

• Influencer marketing — Rank creators by view rate, play count, and hook styles.

• Competitor intelligence — Track posting cadence, audio trends, and collaborations.

• Creative testing — Compare thumbnails, captions, and audio choices across verticals.

• SEO & content ops — Mine captions for topic clusters; build content briefs from high-engagement Reels.

• Market research — Run NLP on captions/comments to surface themes and sentiment.

• Brand monitoring — Capture mentions/tagged Reels and UGC for reporting.

• Data pipelines — Feed warehouses and dashboards (Looker/Power BI/Mode) for weekly exec updates.

• Training data — Build labeled datasets for recommendation, hook detection, or audio trend prediction.

Bonus: Use an instagram reel link scraper to maintain a canonical list of targets, and an instagram reel downloader (separate tool) to save samples for creative reviews.

Why choose us? 🏆

• ✅ Reliability at scale — Production-grade runs, error-tolerant batching, smart retries.

• 🔍 Deep field coverage — Audio, video, engagement, coauthors, tags, comments sample.

• 🧱 Enterprise-ready — Datasets, APIs, webhooks, and versioned runs for reproducibility.

• 🧩 Plug-and-play — Works with Python and Node; ideal for CI/CD and orchestration.

• 💾 Flexible outputs — JSON/CSV/Excel/HTML; stream to Sheets, S3, BigQuery, Snowflake.

• ⚖️ Public-data focus — Clear boundaries that help legal/compliance teams sign off.

• 💬 Human support — Docs, examples, and responsive help for smooth adoption.

• 💸 Great value — Scale up or down; competitive pay-per-result pricing beats DIY maintenance.

How many results can you scrape with Instagram Reels Scraper ? 📈

Capacity scales with input size, post availability, and your plan. Typical patterns:

• Focused audits — Pull the latest N Reels per handle for quick checks.

• Benchmark panels — Track 100–1,000+ creators across a niche weekly.

• Full-funnel research — Mix profile feeds and specific reel URLs to guarantee coverage of key assets.

Performance helpers

• 🔁 Scheduling (daily/weekly) ensures you never miss new Reels.

• 🎯 Date filters reduce noise and cost (e.g., “last 60 days”).

• 🧹 Field selection: include top comments only when needed; fetch full threads with a dedicated instagram reels comments scraper.

• 🧰 Shard inputs by region or language for faster, parallelized runs.

Cost & strategy

• Start with a pilot run to validate fields and estimate PPR (pay-per-result).

• Scale with batched lists; export straight to a warehouse for longitudinal KPIs (views/play count deltas, velocity curves).

• Combine with a lightweight instagram reel link scraper to maintain a canonical target list and eliminate duplicates.

Bottom line: From hundreds to tens of thousands of Reels, the scraper keeps pace. Start small, confirm ROI, then turn on scheduling to maintain continuously fresh, analysis-ready data for marketing, product, and research teams.

Is it legal to scrape Instagram Reels? ⚖️

This tool extracts publicly available information from Instagram. It does not collect private fields (e.g., emails, DMs). However, public posts and comments may include personal data. You are responsible for:

• Complying with applicable laws (e.g., GDPR/CCPA) and platform terms.

• Using data for legitimate purposes with data minimization, retention, and security controls.

• Honoring takedown/opt-out requests where required.

FAQ ❓

1) Is there an instagram reels scraper free or online option?

Yes—Apify offers free monthly credits to run smaller jobs online before scaling.

2) Can I use instagram reels scraper python?

Absolutely. Use Apify’s REST API or SDKs from Python for pipelines and notebooks.

3) What about instagram reels scraper github projects?

GitHub is great for prototyping. For reliability, run production workloads on Apify.

4) Can this power an instagram reels scraper auto poster?

You can chain a separate auto-poster to your results via webhooks (follow platform rules).

5) Is there an instagram reels comments scraper?

Use a dedicated comments Actor if you need full threads; this scraper returns top/recent samples.

6) Can I remove text on Reels or remove Reels from Instagram?

This tool does not edit Instagram. For UX questions like “how do you remove reels from instagram”, use Instagram’s in-app settings/help.

7) Does it work as an instagram reels scraper app/apk or instagram reels scraper download?

It runs online (cloud). Export datasets; no unsafe APK needed.

8) Is there an instagram reel link scraper?

You can input Reel URLs directly and also maintain/link-harvest lists to guarantee inclusion.