Instagram Profile Post Scraper

🤔 What does Instagram Profile Post Scraper do?

The Instagram Profile Post Scraper is a powerful data extraction tool that collects public posts from any Instagram profile—images, carousels, reels, captions, hashtags, mentions, engagement metrics (likes, comments, views), and more. Paste one or many usernames or profile URLs, set a post limit or date filter, and export clean data to JSON/CSV/Excel or pipe it into your stack via API & webhooks.

From competitor tracking and influencer insights to trend analysis and content research, this scraper turns Instagram timelines into structured datasets you can query, filter, and visualize. For SEO teams, it enables content gap audits, topical clustering, and entity extraction at scale—boosting your content strategy and search performance with data-backed decisions. 🌟

📦 What Instagram Profile Post Scraper can I extract?

Below is a quick snapshot of the data types you can extract with an instagram post scraper (including reels & carousels) 👇

Data Type 🧩	Description 📘	Example Fields 🔎
Post Metadata	Core identifiers & links	id, shortcode, postUrl, type (image/video/carousel/reel)
Caption & Text	Content analysis ready	caption, altText, language, mentions, hashtags
Media Files	URLs and sizes	imageUrls[], videoUrl, thumbnail, dimensions
Engagement	Performance metrics	likesCount, commentsCount, views/playCount
Timing	Freshness control	timestamp (ISO), posted (humanized)
Ownership	Account context	ownerUsername, ownerFullName, ownerId, verified
Post Flags	Rich attributes	isPinned, isSponsored, productType (clips)
Comments (sample)	Lite conversation context	firstComment, latestComments[] (text, user, time, likes)

🔑 Key Features of “Instagram Profile Post Scraper”

• Multi-input support: Add usernames, profile URLs, or post URLs for flexible runs.

• Granular controls: Set max posts per profile, date cutoffs (e.g., 2025-01-01 or 2 months), and skip pinned toggles.

• Reel & carousel friendly: Scrape clips, sidecar posts, and standard images with equal ease.

• Engagement metrics: Capture likes, comments, views/playcount for performance benchmarking.

• Comment snapshots: Optionally fetch first & latest comments (timestamps & likes) for sentiment cues.

• Clean exports: Download JSON/CSV/Excel, or stream results to Google Sheets, Slack, Zapier, Make, Airbyte, etc.

• Developer-ready: Use REST API, webhooks, and official SDKs (Node.js & Python) — ideal for pipelines and “scrape instagram posts python” use cases.

• Cost-efficient: Built for speed and scale; works great as an instagram post scraper free trial on entry-tier plans.

• Privacy-respecting: Public data only, with compliance-minded defaults.

• Cross-tool synergy: Combine with apify/instagram-profile-scraper, instagram hashtag scraper, or ig scraper chrome extension alternatives if you need quick checks in-browser.

🛠️ How to use Instagram Profile Post Scraper

Follow these steps to get production-ready data in minutes 🔧

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

2. Select the Actor — Search for “Instagram Profile Post Scraper” in the Apify Store.

3. Enter Input Data — Paste profile URLs or usernames into startUrls/usernames.

4. Choose Options —

• maxPostsPerProfile (e.g., 100)

• onlyPostsNewerThan (e.g., 2025-06-01 or 2 weeks)

• skipPinnedPosts (true/false)

• includeReels / includeCarousels

• Optional: comment snapshots (first/latest)

6. Run the Actor — Click Start. The scraper collects posts, captions, hashtags, media & metrics. ⚡

7. Download Results — Export JSON/CSV/Excel or connect via API, webhooks, or SDKs.

Developers: check apify/instagram-scraper github references or use apify-client to call runs programmatically. For quick tests, an ig scraper chrome extension can complement your workflow. 🧑‍💻

🎯 Use Cases

• Influencer & competitor analysis: Track posting cadence, format mix (reels vs images), engagement rates, and CTA patterns.

• Content intelligence: Build idea banks, detect trending topics/hashtags, and map entity co-occurrences for SEO.

• Campaign reporting: Measure before/after impact, aggregate likes/comments/views, and tag sponsored posts.

• Market & consumer research: Mine captions and comments to surface pain points, keywords, and VOC snippets.

• Brand monitoring: Watch mentions across profiles, validate UGC, and archive creative references.

• Data science: Feed notebooks (e.g., scrape instagram posts python) for NER, topic modeling, and forecasting.

💡 Why choose us?

• Accuracy you can trust: Consistent field naming, clean JSON, and resilient extraction of public data.

• Speed + scale: Designed for batch runs and multi-profile workloads without browser overhead.

• Plug-and-play: Zero-friction setup; perfect for marketing teams, analysts, and engineers alike.

• Ecosystem-friendly: Works seamlessly with Zapier/Make/Airbyte/Sheets/Slack and Apify SDKs.

• Transparent usage: Straightforward pay-per-result model; get started as instagram post scraper free on trial limits.

• Community & docs: Robust guides, examples, and pointers to instagram profile scraper github resources for devs.

📈 How many results can you scrape with Instagram Profile Post Scrape”?

Scalability is a core design goal. You can:

• Queue dozens to thousands of profiles in a single run.

• Set per-profile caps (e.g., max 50/100/500 posts each) to control cost and runtime.

• Use date filters to fetch only fresh content (e.g., onlyPostsNewerThan: "30 days").

• Combine profiles with post URLs for targeted deep-dives (e.g., pulling reels only).

Performance tips ✅

• Use reasonable maxPostsPerProfile (start small, scale up).

• Enable comment snapshots only when needed.

• Schedule incremental runs (daily/weekly) to keep datasets lean and avoid re-scraping older content.

• Pipe results straight to data warehouses or Sheets to streamline analytics.

Bottom line: Whether you need hundreds or hundreds of thousands of posts, the Instagram Profile Post Scraper is engineered to keep throughput high and costs predictable. 🚀

⚖️ Is it legal to scrape “Instagram”?

• Public data only: This tool collects publicly available content users share on Instagram.

• Compliance matters: Your results may contain personal data; ensure you have a lawful basis (e.g., legitimate interest) under GDPR or other applicable laws.

• Respect platform terms: Use responsibly and review Instagram’s Terms of Use and robots/legal guidance.

• Best practice: Collect only what you need, store securely, and provide clear downstream use in your systems.

If you’re unsure, consult legal counsel to validate your specific use case. ✅

🔧 Input Parameters

📥 JSON Example

{
    "proxyConfiguration": {
        "useApifyProxy": false
    },
    "startUrls": [
        "https://www.instagram.com/cristiano/",
        "mrbeast"
    ]
}

📤 Output Format

🧾 JSON Example

{
    "id": "3776048697886076245_2535829435",
    "shortcode": "DRnOEjME21V",
    "taken_at_timestamp": 1764360143,
    "display_url": "https://scontent-iad3-2.cdninstagram.com/v/t51.82787-15/587802055_18371174326085436_6013193979793540191_n.jpg?stp=dst-jpg_e15_tt6&_nc_cat=1&ig_cache_key=Mzc3NjA0ODY5Nzg4NjA3NjI0NTE4MzcxMTc0MzIzMDg1NDM2.3-ccb7-5&ccb=7-5&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6InhwaWRzLjE1NDB4MjczNi5zZHIuQzMifQ%3D%3D&_nc_ohc=WwXAOR6TvcsQ7kNvwGogKJB&_nc_oc=AdmDnq-QC6eVENMXcspUYgZ-JqOTaDpvTUO8eziKb0G91ea9Z672zM1UKgFnNETivDU&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&_nc_ht=scontent-iad3-2.cdninstagram.com&_nc_gid=lgytAp0cE0ABGcbRXVKK4g&oh=00_AfgUpVTgAZ_CIGSgz0GaKjgZuWWDI-RB3uHH_8unxjR65w&oe=69305E68",
    "is_video": true,
    "likes_count": 996806,
    "comments_count": 5024,
    "caption": "Ronaldo vs My Goalie Robot. Thanks to @tmobile for helping me get my latest invention ready to take on @cristiano at his own game! #sponsored",
    "accessibility_caption": null,
    "dimensions": {
      "height": 3840,
      "width": 2160
    },
    "owner": {
      "id": "2535829435",
      "username": "cristiano"
    },
    "url": "https://www.instagram.com/p/DRnOEjME21V/",
    "scraped_at": "2025-11-29T07:07:19.094367"
  },

❓ FAQ (SEO-friendly)

Q1. Is there an “instagram profile post scraper free” option?

Yes—start with a free plan to test small runs. It’s perfect to validate inputs and fields before scaling.

Q2. Can I use an “ig scraper chrome extension” instead?

Extensions are handy for quick, manual grabs. For bulk, automated, API-driven projects, use this Actor or apify/instagram-profile-scraper.

Q3. Do you support “scrape instagram posts python”?

Absolutely. Use the Apify SDK or apify-client in Python to start runs, poll status, and fetch datasets programmatically.

Q4. What about GitHub options like “instagram profile scraper github” or “apify/instagram-scraper github”?

Open-source repos are great for learning. For reliability, proxies, scheduling, webhooks, and scaling, a managed Actor is simpler.

Q5. Can it extract reels and carousels?

Yes. Enable includeReels and includeCarousels to capture clips and sidecars.

Q6. Can it scrape private accounts?

No. Only public profiles are supported.

Q7. How do I capture only new posts?

Use onlyPostsNewerThan with a date or relative time (e.g., "1 month"). Combine with skipPinnedPosts for freshness control.

Q8. Is it safe and legal?

Collect public data only, honor platform terms, and ensure a lawful basis (e.g., legitimate interest). Consult legal if unsure.