Instagram Post Scraper

01KPD6M5YVHWCNQCRK3KT2YTKW

Extract public Instagram post data via URLs, including user info, engagement and profile details. One-click CSV/JSON export, batch scraping, no coding needed.

by CoreClaw

4.6

5runs

Try for Free

2,000 Free Results

Last updated:2026-04-10

Version:v1.0.1

What is Instagram Post Scraper?

Instagram Post Scraper is an automated data extraction tool specifically designed to batch collect post content, engagement metrics, and media links from public Instagram pages, groups, and profiles. With CoreClaw, zero-code operation, one-click export.

Batch Scraping — Supports simultaneous scraping of posts from multiple profiles
Engagement Metrics — Precisely extract like counts and comment counts
Multi-format Export — One-click download of CSV or JSON data
Free Trial — Free credits upon registration

What Data Can You Extract from Instagram?

🔗 Post Direct Link	❤️ Like Count
🆔 Post ID	🔢 Comment Count
🗒️ Post Caption	🗨️ Comment Samples
🎥 Post Type	📹 Video View Count
📅 Publication Time	👤 Author Information
🏦 Profile	💰 Sponsorship Label
🗨️ Mentioned Accounts	📌 Handshake Label
📹 Video Link	📌 Location Information
🖼️ Image Link	#️⃣ Hashtag Data

How to Use Instagram Post Scraper

CoreClaw Instagram Post Scraper is designed to be simple and easy to use. We handle proxy rotation, task scheduling, data standardization, and final delivery in the background, completing data collection in just a few simple steps.

Create Account — Create a free CoreClaw account using your email
Open Control Panel — Enter the Instagram Post Scraper control panel
Add Target Links — Enter one or more Instagram post links
Start Task — Click "Start" and wait for data extraction to complete
Download Data — Download the cleaned dataset in JSON or CSV format

➡️ Input

You can directly copy Instagram post links you want to scrape from the Instagram App or website. You can add a single link or batch add multiple links. Example: https://www.instagram.com/p/Cuf4s0MNqNr

⬅️ Output

Please note that for your convenience, output results are displayed in tables and tabs. You can choose to download results in CSV/JSON format. Here is an example of results scraped using post URL:

Table Example

JSON Example

json

1[
2  {
3    "profile_url": "https://www.instagram.com/fnfsouthasia",
4    "url": "https://www.instagram.com/p/DNSqPpaTXwt",
5    "user_posted": "fnfsouthasia",
6    "description": "South Asian Study Tour | Addu City Council & National Parliament, Maldives \n\nFrom the southern shores of Addu City to the bustling capital of Malé, our journey through Maldivian governance was both local and national in scope. \nIn Addu City, we met the Mayor and Council members, exchanging views on tourism, sustainability, and economic development. \nIn Malé, we were welcomed to the National Parliament, where discussions with the Deputy Speaker, the Maldives-German Friendship Group, and fellow parliamentarians offered a deeper perspective on the nation’s democratic process and international cooperation. Two cities, one shared commitment to progress and resilience. \n\n#FNF #fnfsouthasia #Maldives #Governance #Democracy #SouthAsia",
7    "hashtags": [
8      "#FNF",
9      "#fnfsouthasia",
10      "#Maldives",
11      "#Governance",
12      "#Democracy",
13      "#SouthAsia"
14    ],
15    "num_comments": 15,
16    "date_posted": 1755080297,
17    "likes": 72,
18    "photos": [
19      "https:\\/\\/instagram.fpbh2-1.fna.fbcdn.net\\/v\\/t51.2885-15\\/531690764_18420407425099653_1447563064038004775_n.jpg?stp=dst-jpg_e35_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6IkNBUk9VU0VMX0lURU0uaW1hZ2VfdXJsZ2VuLjEwODB4MTA4MC5zZHIuZjgyNzg3LmRlZmF1bHRfaW1hZ2UuYzIifQ&_nc_ht=instagram.fpbh2-1.fna.fbcdn.net&_nc_cat=109&_nc_oc=Q6cZ2QGaAdNbrsSwja0e8LseYBIHEV4HyoY4ENHOgUkA6-K06Z64jTO8KlG6h0qWHbzpOv0&_nc_ohc=5JdwHb-FDE8Q7kNvwH8ySaQ&_nc_gid=2cDBVP9QGV2oDAQyN7Zvfg&edm=APs17CUBAAAA&ccb=7-5&ig_cache_key=MzY5ODIwNDAxOTUwMTUyODI3NQ%3D%3D.3-ccb7-5&oh=00_AfYW6FcKglENarZIon7vfVJsWeLCEtz4u0qZKMWp5TJ0qw&oe=68C82685&_nc_sid=10d13b"
20    ],
21    "videos": [],
22    "location": "",
23    "latest_comments": [
24      {
25        "comments": "Berichte der UN, Amnesty International und Human Rights Watch dokumentieren detailliert die israelische Kriegsführung und die Folgen für die Zivilbevölkerung. Diese Berichte belegen, dass Israel den Zugang zu Hilfslieferungen massiv eingeschränkt, lebensnotwendige Infrastruktur bombardiert und die Bevölkerung von der Versorgung abgeschnitten hat. Das sind keine \"Kollateralschäden\", sondern direkte Handlungen mit gravierenden humanitären Konsequenzen.",
26        "user_commenting": "borasaratsch",
27        "likes": null,
28        "profile_picture": "https:\\/\\/instagram.fpbh2-1.fna.fbcdn.net\\/v\\/t51.2885-19\\/489830738_1042827321244290_7006059898393520821_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=instagram.fpbh2-1.fna.fbcdn.net&_nc_cat=106&_nc_oc=Q6cZ2QE8N31mxpN65YzXQnbDBHZi15y2QdKDuTvCe8SIstlXsG8z6qjUQ4jIpDSOlQkITNU&_nc_ohc=noVW-4kSGQkQ7kNvwEbOTBn&_nc_gid=2cDBVP9QGV2oDAQyN7Zvfg&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfYIxrN6_IZnNZWpX11d2ykTbpD_UaFRiXmt3FqyhBcVHg&oe=68C84D2D&_nc_sid=10d13b"
29      }
30    ],
31    "post_id": "3698204037234916397",
32    "has_handshake": "",
33    "shortcode": "DNSqPpaTXwt",
34    "content_type": "carousel_container",
35    "pk": "3698204037234916397",
36    "content_id": "DNSqPpaTXwt",
37    "engagement_score_view": "",
38    "thumbnail": "https:\\/\\/instagram.fpbh2-1.fna.fbcdn.net\\/v\\/t51.2885-15\\/531690764_18420407425099653_1447563064038004775_n.jpg?stp=dst-jpg_e35_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6IkNBUk9VU0VMX0lURU0uaW1hZ2VfdXJsZ2VuLjEwODB4MTA4MC5zZHIuZjgyNzg3LmRlZmF1bHRfaW1hZ2UuYzIifQ&_nc_ht=instagram.fpbh2-1.fna.fbcdn.net&_nc_cat=109&_nc_oc=Q6cZ2QGaAdNbrsSwja0e8LseYBIHEV4HyoY4ENHOgUkA6-K06Z64jTO8KlG6h0qWHbzpOv0&_nc_ohc=5JdwHb-FDE8Q7kNvwH8ySaQ&_nc_gid=2cDBVP9QGV2oDAQyN7Zvfg&edm=APs17CUBAAAA&ccb=7-5&ig_cache_key=MzY5ODIwNDAxOTUwMTUyODI3NQ%3D%3D.3-ccb7-5&oh=00_AfYW6FcKglENarZIon7vfVJsWeLCEtz4u0qZKMWp5TJ0qw&oe=68C82685&_nc_sid=10d13b",
39    "video_view_count": "",
40    "product_type": "carousel_container",
41    "coauthor_producers": [
42      {
43        "pk": "1967973481",
44        "profile_pic_url": "https:\\/\\/instagram.fpbh2-1.fna.fbcdn.net\\/v\\/t51.2885-19\\/268693703_612120366773986_4844400712227563388_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby45MTQuYzIifQ&_nc_ht=instagram.fpbh2-1.fna.fbcdn.net&_nc_cat=110&_nc_oc=Q6cZ2QGaAdNbrsSwja0e8LseYBIHEV4HyoY4ENHOgUkA6-K06Z64jTO8KlG6h0qWHbzpOv0&_nc_ohc=8Go17javdz4Q7kNvwF1llag&_nc_gid=2cDBVP9QGV2oDAQyN7Zvfg&edm=APs17CUBAAAA&ccb=7-5&oh=00_Afa_UcQJlVxDi_wc8MtMiL8uQh1JmpsgxnlJWkgcTlBDIg&oe=68C833B2&_nc_sid=10d13b",
45        "is_unpublished": null,
46        "username": "sandra_weeser",
47        "id": "1967973481",
48        "__typename": "XDTUserDict",
49        "full_name": "Sandra Weeser",
50        "is_verified": true,
51        "friendship_status": null,
52        "supervision_info": null
53      }
54    ],
55    "tagged_users": [
56      {
57        "full_name": "Stefan Beyer",
58        "id": "199250327",
59        "is_verified": false,
60        "profile_pic_url": "https:\\/\\/instagram.fpbh2-1.fna.fbcdn.net\\/v\\/t51.2885-19\\/449673123_1251196195842798_8980667140701194950_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=instagram.fpbh2-1.fna.fbcdn.net&_nc_cat=106&_nc_oc=Q6cZ2QGaAdNbrsSwja0e8LseYBIHEV4HyoY4ENHOgUkA6-K06Z64jTO8KlG6h0qWHbzpOv0&_nc_ohc=m1FnJWMJ2B0Q7kNvwFzPoeU&_nc_gid=2cDBVP9QGV2oDAQyN7Zvfg&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfZj5XLsL59rBaw0_QckdSDZz--s4FZzaKeitxV_hBZUuw&oe=68C835F4&_nc_sid=10d13b",
61        "username": "stefanbeyer"
62      }
63    ],
64    "video_play_count": "",
65    "followers": 4599,
66    "posts_count": 2220,
67    "profile_image_link": "https:\\/\\/instagram.fpbh2-1.fna.fbcdn.net\\/v\\/t51.2885-19\\/367570571_149650738176597_5814565096430453443_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby45NjAuYzIifQ&_nc_ht=instagram.fpbh2-1.fna.fbcdn.net&_nc_cat=109&_nc_oc=Q6cZ2QGaAdNbrsSwja0e8LseYBIHEV4HyoY4ENHOgUkA6-K06Z64jTO8KlG6h0qWHbzpOv0&_nc_ohc=dz5Ej_9zhrYQ7kNvwGFL4lx&_nc_gid=2cDBVP9QGV2oDAQyN7Zvfg&edm=APs17CUBAAAA&ccb=7-5&oh=00_AfZnaCuO9wBZiGS1z2uOl4tflt8XbxFtrcqoGQTRCyy6ug&oe=68C83F12&_nc_sid=10d13b",
68    "is_verified": true,
69    "is_paid_partnership": false,
70    "partnership_details": "",
71    "user_posted_id": "2976891652",
72    "post_content": "",
73    "audio": "",
74    "videos_duration": [],
75    "images": [
76      {
77        "url": "https://instagram.fpbh2-1.fna.fbcdn.net/v/t51.2885-15/531422626_18420407548099653_1851409223395919754_n.jpg?stp=dst-jpg_e35_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6IkNBUk9VU0VMX0lURU0uaW1hZ2VfdXJsZ2VuLjEwODB4MTA4MC5zZHIuZjgyNzg3LmRlZmF1bHRfaW1hZ2UuYzIifQ&_nc_ht=instagram.fpbh2-1.fna.fbcdn.net&_nc_cat=109&_nc_oc=Q6cZ2QGaAdNbrsSwja0e8LseYBIHEV4HyoY4ENHOgUkA6-K06Z64jTO8KlG6h0qWHbzpOv0&_nc_ohc=nk5O0xLgMgMQ7kNvwGvMk9R&_nc_gid=2cDBVP9QGV2oDAQyN7Zvfg&edm=APs17CUBAAAA&ccb=7-5&ig_cache_key=MzY5ODIwNDAxOTQ5MzEyNTA2OA%3D%3D.3-ccb7-5&oh=00_AfbvVfR_aZKwmxH7N2t3-1-CSwWM1_d4Kt3tRWR9u_MN4w&oe=68C83A5A&_nc_sid=10d13b",
78        "id": "3698204019493125068"
79      }
80    ],
81    "alt_text": "Photo shared by FNF South Asia on August 13, 2025 tagging @stefanbeyer, @sandra_weeser, @nupur.hasija, @adducitycouncil, @marcusfaberfdp, @rene.domke, and @juergen.martens. May be an image of 9 people, office and text that says 'F FRIEDRICH FRIEDRICHNAUMANN NAUMANN FOUNDATION For Freedom. 1. South SouthAsia Asia'.",
82    "photos_number": 14,
83    "input": {
84      "url": "https://www.instagram.com/p/DNSqPpaTXwt/"
85    }
86  }
87]

FAQ

What is Instagram Post Scraping?

Instagram post scraping is an automated data extraction technology that batch collects post content, engagement metrics, and media links from public Instagram pages, groups, and profiles through professional scraping tools, and outputs structured formats (such as JSON or CSV).

Do I need to spend money on proxy IPs myself?

No need at all! Our built-in tens of millions of dynamic residential proxy pools ensure your requests go through smoothly.

Can I scrape private Instagram accounts?

No. To comply with data privacy standards and platform terms of service, this scraper can only access publicly available information on the web.

Will my IP trigger CAPTCHAs during scraping?

No. CoreClaw uses anonymous sessions on our own cloud servers for scraping, avoiding CAPTCHA interference.

Is scraping Instagram post data legal?

Our Instagram data scraper only accesses and extracts publicly available data on the web (public posts, public profiles), and does not involve any private data. Users should comply with Instagram's terms of service and local laws and regulations when using scraped data. We recommend using it only for legal business analysis and research purposes.

Price Estimation

Results Limit

101,000 results

Estimated:

~$0.15

100 results × $0.0015. You only pay for success.

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