Instagram Posts Scraper

Instagram Posts Scraper

Instagram Posts Scraper is a fast, reliable instagram post scraper that collects raw Instagram post objects from public profiles at scale — ideal for marketers, developers, data analysts, and researchers. It helps you scrape instagram posts without api login by extracting post metadata (IDs, captions, media URLs, counts, timestamps) into structured datasets for analytics and automation. As an instagram post extractor and instagram feed scraper for profile timelines, it lets you turn public Instagram content into actionable insights across teams and workflows.

What data / output can you get?

Below are representative fields included in each record. The actor saves the original Instagram post object (as returned by Instagram’s web endpoints) and adds minimal metadata for traceability.

Data type	Description	Example value
id	Composite post identifier	"3727992219681477950_173560420"
pk	Primary key of the media	"3727992219681477950"
code	Shortcode for the post	"DO8fSwLiNU-"
post_url	Canonical URL built from code	"https://www.instagram.com/p/DO8fSwLiNU-/"
taken_at	Unix timestamp of publication	1758631325
media_type	Media type (e.g., 1=photo, 8=carousel)	8
like_count	Total likes count	7141379
comment_count	Total comment count	72516
caption.text	Post caption text (if present)	"Happy Saudi National Day..."
user.username	Owner username	"cristiano"
image_versions2.candidates[].url	Direct media URLs at multiple resolutions	"https://scontent-%E2%80%A6/n.jpg"
carousel_media_count	Number of carousel items (if any)	3
carousel_media[].image_versions2	Media variants for each carousel item	[ { "candidates": [...] }, ... ]
usertags.in[].user.username	Tagged usernames (if any)	"alnassr"
scraped_username	Username resolved from your input	"cristiano"
scraped_at	Unix timestamp when scraped	1758728197

Notes:

• Output is stored to the Apify dataset, which you can export to JSON, CSV, or Excel.
• The actor preserves Instagram’s native structure, making it a dependable instagram media scraper and instagram post metadata scraper for analytics and enrichment pipelines.

Key features

• 🚀 Bold profile parsing & username detection
  Automatically handles profile URLs, plain usernames, and post shortcodes, resolving the profile to scrape with robust fallback logic.

• 🛡️ Always-on residential proxies
  Uses residential proxies by default for maximum reliability and fewer blocks — no extra setup required.

• 📦 Raw post objects, minimal additions
  Stores the original Instagram post payload (items) with just three additions: scraped_username, scraped_at, and post_url for easy referencing.

• 🔃 Sorting and pagination control
  Choose sortOrder ("newest" or "oldest") and cap results with maxPosts to tailor output for your workflows.

• 📈 Built for scale & bulk scraping
  Add multiple profiles to startUrls to bulk scrape instagram posts across many accounts in one run.

• 💾 Flexible export formats
  Download results from the dataset as JSON, CSV, or Excel for reporting, BI, and data engineering.

• 👨‍💻 Developer-friendly automation
  Run via Apify API, integrate with Python, and pipe structured results into your data stack — perfect for an instagram posts scraper tool embedded in ETL pipelines.

• 🔒 No login required
  Works on public profiles without account credentials, making it a practical way to scrape instagram posts without api authentication.

How to use Instagram Posts Scraper - step by step

1. Create or log in to your Apify account.
2. Open the “Instagram Posts Scraper” actor.
3. Add input under startUrls as a list of:
   • Profile URLs (e.g., https://www.instagram.com/username/)
   • Plain usernames (e.g., username)
   • Post shortcodes (e.g., ABC123DEF — the actor resolves to the owner profile)
4. Set limits and ordering:
   • maxPosts to control how many posts per profile to scrape
   • sortOrder to choose "newest" or "oldest" sorting
   • maxComments is available in the input for future use; current version returns comment_count only
5. (Optional) Review proxyConfiguration. Residential proxy is always applied automatically regardless of selection.
6. Click Start to run. The actor fetches profile posts, paginates as needed, and writes each post to the dataset.
7. Export results from the dataset in JSON, CSV, or Excel and plug them into your analytics or automation workflows.

Pro Tip: Add multiple profiles to startUrls for bulk scrape instagram posts across accounts, then automate via Apify API from your instagram posts scraper python scripts.

Use cases

Use case name	Description
Social analytics for public profiles	Track posting cadence, like_count and comment_count trends to benchmark engagement over time.
Competitor content tracking	Monitor competitor profiles and compare captions, media types, and performance metrics for strategic insights.
Influencer research & shortlisting	Analyze public creator profiles to evaluate consistency, media formats, and audience reactions before outreach.
Content planning & inspiration	Build a library of media URLs and captions to guide creative direction and messaging.
Brand monitoring in captions	Collect caption.text to detect brand mentions, hashtags, and campaign signals across public posts.
Data engineering & API pipelines	Use the actor via API as an instagram post extractor feeding raw JSON into your warehouse or BI stack.
Academic & journalism research	Capture verifiable, timestamped post objects for studies and evidence-based reporting.

Why choose Instagram Posts Scraper?

Built for precision, automation, and reliability, this instagram user posts scraper focuses on high-fidelity data and hands-off scaling.

• ✅ Accurate, raw post payloads: Keep Instagram’s native structure for robust downstream parsing.
• 🔒 No-login operation: Works on public profiles without cookies or sessions.
• 🧠 Smart input handling: Accepts profile URLs, usernames, and shortcodes with automatic username resolution.
• 🌍 Residential proxy by default: Reduces blocks and increases stability for continuous runs.
• ⚡ Scales to bulk jobs: Add many profiles to startUrls for batch runs and repeatable workflows.
• 👨‍💻 Developer-first: Automate via Apify API and integrate with your instagram posts scraper python pipelines.
• 💾 Flexible exports: JSON/CSV/Excel from the dataset for immediate analysis or CRM/BI imports.

In short, it’s a production-ready instagram post scraper that outperforms manual tools and brittle browser extensions with consistent, structured output.

Is it legal / ethical to use Instagram Posts Scraper?

Yes — when used responsibly. This actor targets publicly available profile posts and does not access private profiles or authenticated data.

Guidelines to follow:

• Only scrape public content you’re permitted to access.
• Respect Instagram’s terms of service and platform policies.
• Comply with applicable data protection laws (e.g., GDPR, CCPA).
• Use results for legitimate analysis and research; avoid misuse or unauthorized redistribution.
• Consult your legal team for edge cases or jurisdiction-specific requirements.

Input parameters & output format

Example JSON input

{
  "startUrls": [
    "https://www.instagram.com/cristiano/",
    "neymarjr",
    "DO8fSwLiNU-"
  ],
  "maxPosts": 10,
  "sortOrder": "newest",
  "maxComments": 0,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}

Parameters

Name	Type	Required	Default	Description
startUrls	array[string]	Yes	—	Instagram profile URLs (e.g., https://www.instagram.com/username), plain usernames (e.g., username), or post shortcodes (e.g., ABC123DEF). The actor auto-detects the type and extracts the profile username.
maxPosts	integer	No	10	Maximum number of posts to scrape per profile (1–1000).
sortOrder	string	No	"newest"	Order in which to sort the posts. One of ["newest","oldest"].
maxComments	integer	No	0	Maximum number of comments to extract per post (0–100). Note: current version returns comment_count only.
proxyConfiguration	object	No	{"useApifyProxy": false}	Proxy settings editor. Note: Residential proxy is always used automatically regardless of selection.

Example JSON output

{
  "id": "3727992219681477950_173560420",
  "pk": "3727992219681477950",
  "code": "DO8fSwLiNU-",
  "taken_at": 1758631325,
  "media_type": 8,
  "like_count": 7141379,
  "comment_count": 72516,
  "caption": {
    "text": "Happy Saudi National Day to everyone in Saudi Arabia! 🇸🇦 Wishing you a day filled with pride, unity, and celebration with your loved ones."
  },
  "user": {
    "username": "cristiano",
    "id": "173560420",
    "is_verified": true
  },
  "image_versions2": {
    "candidates": [
      {
        "url": "https://scontent-.../n.jpg",
        "width": 1080,
        "height": 1080"
      }
    ]
  },
  "carousel_media_count": 3,
  "carousel_media": [
    {
      "media_type": 1,
      "image_versions2": {
        "candidates": [
          { "url": "https://scontent-.../n.jpg" }
        ]
      }
    }
  ],
  "usertags": {
    "in": [
      {
        "user": { "username": "alnassr" }
      }
    ]
  },
  "scraped_username": "cristiano",
  "scraped_at": 1758728197,
  "post_url": "https://www.instagram.com/p/DO8fSwLiNU-/"
}

Notes:

• The actor pushes each post individually to the dataset via dataset.pushData.
• Some nested fields may be absent depending on the post type (e.g., carousel_media for single-photo posts).

FAQ

Do I need to log in or provide cookies to scrape posts?

No. This instagram posts scraper works on public profiles without login. It relies on web requests and residential proxies to collect publicly available data.

Can I scrape instagram posts without api credentials?

Yes. The actor does not require official API credentials. It automates web requests to public endpoints and pages, so you can scrape instagram posts without api authentication.

Does this extract captions and media URLs?

Yes. Each post includes caption.text (if present) and media URLs under image_versions2 (and carousel_media variants where applicable), making it a practical instagram caption scraper and instagram media scraper.

Will it download media files for me?

No. It does not download media files. It returns direct media URLs so you can build your own instagram post downloader workflow if needed.

Can it scrape comments content?

Not in the current version. The output includes comment_count per post but does not extract individual comment texts, even though the maxComments parameter is available in the input.

How many posts can I scrape per profile and per run?

You control this with maxPosts (1–1000). Add multiple profiles to startUrls to bulk scrape instagram posts across accounts in a single run.

Does it support shortcodes as input?

Yes. You can pass a post shortcode (e.g., ABC123DEF). The actor resolves the owner username and then scrapes that profile’s posts.

What export formats are supported?

Results are stored in the Apify dataset. You can export to JSON, CSV, or Excel for analytics, BI tools, or pipelines.

Can I integrate this with Python or APIs?

Yes. Run the actor via the Apify API and process results from your instagram posts scraper python scripts or automation platforms.

Is scraping public Instagram data legal?

Yes, when done responsibly. Only scrape public content, follow Instagram’s terms, and comply with data protection laws. Consult your legal team for specific use cases.

Closing CTA / Final thoughts

Instagram Posts Scraper is built for teams that need scalable, structured access to public Instagram profile posts. With raw post objects, always-on residential proxies, and flexible exports, it empowers marketers, analysts, and developers to turn public feeds into insights and automations. Run it via Apify API, plug it into your python pipelines, and start orchestrating a reliable instagram post extractor in your stack. Start extracting smarter, structured Instagram data today.