Instagram Profile Scraper(by UserName )
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Try for freeInstagram Profile Scraper(by UserName )
coreclaw/instagram-profile-data-scraper
Extract public Instagram profile data by input username, including usernames, IDs, bios, locations, website URLs, follower counts, and comment counts. Supports data exporting, API integration, and synchronization with third-party tools.
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2,000 Free Results
What is Instagram Profile Scraper?
Instagram Profile Scraper is an automated data collection tool that allows you to extract structured data from public Instagram profiles at scale. Simply input profile username and click the "Start" button to get the data you need. With this tool, you can scrape comprehensive information beyond the limitations of the official Instagram API.
- Batch Scraping: Extract data from multiple profile usernames at once.
- Extract Key Profile Info: Username, IDs, websites, follower/following counts, and more.
- Multiple Export Formats: Download your data in JSON, CSV, and other formats.
- Custom Proxy Locations: Choose the execution node (country) for your requests.
Common Use Cases for Instagram Profile Scraper
- Influencer Discovery — Identify creators based on follower count, engagement rate, and contact details for marketing campaigns.
- Influencer Performance Tracking — Monitor follower growth, engagement metrics, and posting frequency to evaluate long-term influence.
- Lead Generation — Collect profiles and contact links of businesses or brand owners for outreach and partnership opportunities.
- Competitor Social Analysis — Compare competitors’ profiles, content strategies, and audience engagement.
- CRM / BI Data Enrichment — Append social profile metadata to lead or customer records for better segmentation and insights.
- Talent Sourcing & Recruitment — Discover potential candidates or freelance creators based on portfolio and activity levels.
What Data Can You Extract from Instagram Profiles?
With this Instagram Profile API, you can extract the following information:
| 👤 Username | 🔗 Profile URL |
| 🆔 Profile ID | 👥 Number of profile follows |
| 👍 Page likes | 🖼️ Profile photo |
| 📝 Profile bio | 🖼️ Cover photo |
| 🏢 Business category | #️⃣ Post hashtags |
| 🆔 Instagram ID | 📮 Total posts |
| ✅ Is verified? | 💼 is business or private account? |
How to scrape Instagram profiles data?
The Instagram Profile Scraper is designed to be very simple and requires minimal configuration, so you can start a scraping task within minutes.
- Sign up, Create a CoreClaw account using your email address.
- Open the Instagram Profile Scraper.
- Add one or more Instagram profile usernames.
- Click the “Start” button and wait for the data extraction to complete.
- You can download the data in JSON or CSV format.
➡️ Input
The input for the Instagram Profile Scraper is the target account’s username (e.g.nasa). You can enter usernames one by one manually, or paste a pre-prepared list of usernames all at once. This input method is ideal for collecting public data from specific Instagram accounts in bulk, making it easy to quickly start a task based on an existing list.
⬅️ Output
After the scraping task is completed, the collected Instagram profile data will be organized into a structured dataset in the Output tab. Please note that, for easier viewing, the results are displayed in tables and tabs. You can choose to download the results in CSV or JSON format. Below is an example of results collected using profile username:
JSON example
json
[
{
"id": "528817151",
"fbid": "17841401474538262",
"account": "nasa",
"profile_name": "NASA",
"full_name": "NASA",
"profile_url": "https://instagram.com/nasa",
"profile_image_link": "https://scontent-den2-1.cdninstagram.com/v/t51.2885-19/29090066_159271188110124_1152068159029641216_n.jpg?stp=dst-jpg_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=X3d-833XCzIQ7kNvwF9sZkT&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af0U83tUFgNqwvzSjbo_ipEWEuerxfDIgixbQw7RvLOYVA&oe=69DE6469&_nc_sid=8b3546",
"url": "https://instagram.com/nasa",
"is_private": false,
"is_verified": true,
"is_business_account": true,
"is_professional_account": true,
"is_joined_recently": false,
"has_channel": false,
"biography": "In our Moon era 🚀",
"bio_hashtags": [],
"external_url": [
"https://www.nasa.gov",
"https://www.nasa.gov/artemis-ii-multimedia/",
"http://bit.ly/a2astros",
"https://open.spotify.com/playlist/0WO94bzZeuUun777vv6UJu?si=Nhmsvj9ZTMCW7zEJfTJ4pg"
],
"business_category_name": "Government Agencies",
"category_name": null,
"followers": 104147586,
"following": 95,
"posts_count": 4718,
"posts": [
{
"caption": "They're halfway home.
The Artemis II astronauts have hit the "halfway" mark between the Moon and the Earth. They will splash down in the Pacific Ocean around 8:07 pm ET on Friday, April 10 (0007 UTC on Saturday, April 11), off the coast of San Diego.",
"post_hashtags": [],
"comments": 1406,
"id": "3871860209019107589",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/662308457_18599968633049152_8938824062277679548_n.jpg?stp=c213.0.853.853a_dst-jpg_e15_s640x640_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=kJWTa2mTD80Q7kNvwHerRhC&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af3A_bPZXfu3aaXKhBQSSFVuuj4qBgnErwB56cDBocj9sA&oe=69DE7E16&_nc_sid=8b3546",
"datetime": 1775781734,
"likes": 356937,
"location": {}
},
{
"caption": "She’s an icon, she’s a legend, and she IS the moment!
Explore the Moon up close in these newly release images captured by @NASAArtemis II astronauts. Giant chains of craters emanating from the 3.7 billion year old Orientale basin can be seen scouring the surface in the first photo. In the second photo, the small, bright spot in the center of the image is the crater that the Artemis II crew have proposed as Carroll, after Commander Reid Wiseman’s late wife.
Visit the link in our bio to see more images!",
"post_hashtags": [],
"comments": 1661,
"id": "3871077419033933853",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/662232139_18599749684049152_2018673124718565130_n.jpg?stp=c240.0.960.960a_dst-jpg_e15_s640x640_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=vFNEh5XHonYQ7kNvwEuHDJW&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af2S2k43U-PRhFQW7KX8ApLOhukqIqpcyQdhY65QfYhOzA&oe=69DE8930&_nc_sid=8b3546",
"datetime": 1775688410,
"likes": 645137,
"location": {}
},
{
"caption": "You asked for it. Here it is. The official Artemis II wake‑up song playlist.
Each track was selected by the Moon crew, continuing a tradition that started more than 50 years ago. Stay tuned to find out which songs they’ll choose next.
Link in bio!",
"post_hashtags": [],
"comments": 3398,
"id": "3870784517909088750",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/663016022_18599647228049152_5682587622049109604_n.jpg?stp=c240.0.960.960a_dst-jpg_e15_s640x640_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=PGuBa8lFIzIQ7kNvwEPSWmV&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af1W-gFVSbLTtXDeXr-GzLoMV3VDYZhnTDmRf8EvNZ2usw&oe=69DE6E06&_nc_sid=8b3546",
"datetime": 1775653901,
"likes": 1030956,
"location": {}
},
{
"caption": "Moon flyby. Moon science. Moon capsule. Moon JOY.
The Artemis II crew has taken us along on a whirlwind tour of the Moon, testing the Orion capsule that will eventually return us to the lunar surface to stay. Reid, Victor, Christina, Jeremy, and Rise traveled farther into space than any humans before.
We knew we'd get loads of data from their mission, from crucial analysis of the spacecraft's operations to brand new observations of the lunar surface. What we didn't expect? Just how much joy the crew would bring as well. Ten days in space, endless Moon joy",
"post_hashtags": [],
"comments": 800,
"id": "3871975867908713265",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/658112469_18599996533049152_2190820118817349510_n.jpg?stp=c0.157.405.405a_dst-jpg_e15_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=02BwxZi4WiAQ7kNvwGLzOmR&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af3iHpHFIDVXT_7BJnQBfk8yB3H6niJy0mAZgNNYBSKfYA&oe=69DE768F&_nc_sid=8b3546",
"datetime": 1775797263,
"likes": 101587,
"location": {}
},
{
"caption": "Distance makes the heart grow fonder…it didn’t take 219,669 miles to remind me how much love I have for Ellie and Katey. They have been incredible supporters during this journey, and they now fully understand why it was important for me to go explore into the unknown.",
"post_hashtags": [],
"comments": 477,
"id": "3871818167664656554",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/669751764_17983907465970403_1319647114387658223_n.jpg?stp=c0.194.1440.1440a_dst-jpg_e35_s640x640_sh0.08_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=iPYV-Ji6rc4Q7kNvwGaQ2T1&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af3WgOIAB8mpHMCIwd_98wMNbFgy_lOSldXxczFkJpz_MQ&oe=69DE7504&_nc_sid=8b3546",
"datetime": 1775776832,
"likes": 117091,
"location": {}
},
{
"caption": "Dream Big 🇺🇸",
"post_hashtags": [],
"comments": 525,
"id": "3871775395578721811",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.71878-15/670423738_1983474432251990_3754971734042184826_n.jpg?stp=c0.248.640.640a_dst-jpg_e15_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=CyY2AnSnXCkQ7kNvwHJsz_P&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af2S1v2JIszGl33x2oP2uwpgowPOJSTTXILnbdIuhyophQ&oe=69DE7515&_nc_sid=8b3546",
"datetime": 1775771647,
"likes": 24482,
"location": {}
},
{
"caption": "“Our purpose as humans is to find the joy in lifting each other up […] and when you see [Earth] from out here […] it absolutely reaffirms that.”
Jeremy Hansen, Canadian Space Agency (CSA) astronaut and Artemis II mission specialist, had never experienced spaceflight before this mission. When asked how this mission has changed him personally, Hansen shared how it's strengthened his perspective of Earth.
Credit: NASA
#NASA #Artemis",
"post_hashtags": [
"#NASA",
"#Artemis"
],
"comments": 912,
"id": "3871738684228443381",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/670500461_18599939815049152_1310405394958005873_n.jpg?stp=c0.420.1080.1080a_dst-jpg_e35_s640x640_sh0.08_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=x-oeRkPUHxgQ7kNvwFwnPqG&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af31TF97T5XAwC3yC5pNnUGUe5StgyDCpW1ONZAPCGlFxw&oe=69DE858F&_nc_sid=8b3546",
"datetime": 1775767266,
"likes": 90036,
"location": {}
},
{
"caption": "New perspectives of our home planet.
Many of us have looked up into the night sky and seen a crescent moon — but only a few space travelers have had the chance to see the scene from the other side.
As Artemis II flew around the Moon on April 6, they captured these images of a crescent Earth from hundreds of thousands of miles away. Our crew is on their way back home, splashing down in the Pacific Ocean on Friday, April 10, but we'll keep sharing photos and other discoveries from their journey.
Image descriptions:
1: This image, taken from behind the Moon, shows its half-illuminated surface in sharp detail. To the right, a much smaller crescent Earth can be seen, with shades of blue and white just barely distinguishable. A faint reflection of the Orion spacecraft's window overlays the scene, especially in its right half.
2: The nearly-full Moon and a tiny crescent Earth are seen on the left and right of this photo. The darkness of space fills the rest.
Credit: NASA
#NASA #Moon #Artemis",
"post_hashtags": [
"#NASA",
"#Moon",
"#Artemis"
],
"comments": 1748,
"id": "3871575238206671463",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/669754100_18599886946049152_4755251213670944542_n.jpg?stp=c240.0.959.959a_dst-jpg_e15_s640x640_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=05_k7MVzNbwQ7kNvwG26hm2&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af1Bc8wdDTi7vOWxvsTBk9-HeqTafd8ZMIhl-CcXaBtsBQ&oe=69DE5466&_nc_sid=8b3546",
"datetime": 1775751301,
"likes": 623826,
"location": {}
},
{
"caption": "Lean on me, brother, ‘cause I understand🎵
Flight day 9 for the Artemis II astronauts begins with Charley Crockett’s “Lonesome Drifter.” This is the last full day before the crew returns to Earth. They’ll splash down in the Pacific Ocean on April 10.
Start your day like an astronaut with our Artemis II Wake-Up Songs playlist on Spotify: bit.ly/wakeupsongs
#NASA #Space #Music #Artemis",
"post_hashtags": [
"#NASA",
"#Space",
"#Music",
"#Artemis"
],
"comments": 446,
"id": "3871575868913347481",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/669708835_18599887222049152_8096370400874425355_n.jpg?stp=c0.168.1350.1350a_dst-jpg_e35_s640x640_sh0.08_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=pv9iq7Pyac0Q7kNvwENQaYI&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af2sNk3RemQ0e1xxbapLP5l-vhvWAF9agIaWf38fBkKLuQ&oe=69DE8787&_nc_sid=8b3546",
"datetime": 1775749766,
"likes": 42387,
"location": {}
},
{
"caption": "Out here playing with Earth-Moon gravity like it is a toy and seeing things that are beautiful beyond comprehension.",
"post_hashtags": [],
"comments": 1499,
"id": "3871577255919396309",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.71878-15/662254605_876139962114322_7432214982854375260_n.jpg?stp=c0.248.640.640a_dst-jpg_e15_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=WeIdbG1mI78Q7kNvwHYj55w&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af3z4yYhoO_RoFHXgSIFWazZ0MqgWPRDgbcqKbNQ9xFe8Q&oe=69DE8596&_nc_sid=8b3546",
"datetime": 1775748044,
"likes": 133207,
"location": {}
},
{
"caption": "Our Moon astronauts are locked in 🔒
During lunar flyby, the Artemis II crew took turns capturing science data and taking photos out of the Orion spacecraft window to share with their team back on Earth. They reported observations of the lunar surface, including nuances in color, that will help us better understand the Moon.
Image descriptions
1: Reid Wiseman looking out a window in the Orion spacecraft. The interior of the spacecraft is mostly dark. Wiseman’s face is brightly lit by a combination of light from outside the window and the glow of a screen in front of him. His face is upturned to look out the window above him.
2: Christina Koch in the Orion spacecraft. She is smiling at the camera and wears glasses and a headlamp. The interior of the spacecraft is mostly dark except for the bright screen of a tablet on the right and some areas that glow blue and green.
3: Victor Glover in the Orion spacecraft. His head is tilted back to look out a window above him, obscuring his face from the camera. The interior of the spacecraft is dark. Glover is mostly cast in shadow, except for his side profile.
4: Jeremy Hansen takes a photograph out the window of the Orion spacecraft window. Hansen has the viewfinder of the camera pressed against his face and his left hand is adjusting the lens. Around him, the interior of the spacecraft is dark except for a brightly glowing screen in front of him and some areas of red glow.
Credit: NASA
#NASA #Artemis #Moon #Science",
"post_hashtags": [
"#NASA",
"#Artemis",
"#Moon",
"#Science"
],
"comments": 437,
"id": "3871567213380309278",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/670519636_18599883862049152_1840410402438363812_n.jpg?stp=c106.0.427.427a_dst-jpg_e15_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=Go7-2p66LfoQ7kNvwHYO1MG&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af0C14YseEOHC9feDQkBrfGO2kTSVVyFN0hrhN2Sedhykg&oe=69DE6CFE&_nc_sid=8b3546",
"datetime": 1775746811,
"likes": 241032,
"location": {}
},
{
"caption": "The most ominous thing I’ve ever loved.
It wasn’t just an eclipse with the Sun hidden behind the Moon...we could also see earthshine, the Sun’s light reflecting off Earth, wrapping the Moon in a soft, borrowed glow.",
"post_hashtags": [],
"comments": 2470,
"id": "3871293186388193788",
"image_url": "https://scontent-den2-1.cdninstagram.com/v/t51.82787-15/662860282_18517249909074157_8637216803182968481_n.jpg?stp=c239.0.961.961a_dst-jpg_e15_s640x640_tt6&_nc_ht=scontent-den2-1.cdninstagram.com&_nc_cat=1&_nc_oc=Q6cZ2gHvBorDZkyBN0cnLg3IgkkktTxJWvCCuTfdDAKdNCIdHnSA1yiOUN0K3KiKT0hrWaU&_nc_ohc=8r0LyZWDXhUQ7kNvwGSbOU6&_nc_gid=tTzZrZxJhEpASkSV8QUFCw&edm=AOQ1c0wBAAAA&ccb=7-5&oh=00_Af1dR2jFlh7QeHd6CnbB7CmjEvcJfbrV1iDHbJN-TkdPZw&oe=69DE775A&_nc_sid=8b3546",
"datetime": 1775714132,
"likes": 901750,
"location": {}
}
],
"highlights_count": 3,
"highlights": [],
"post_hashtags": [
"#Artemis",
"#Moon",
"#Music",
"#NASA",
"#Science",
"#Space"
],
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"profile_name": "NASA Aeronautics"
},
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"profile_name": "Mercedes-Benz Canada"
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"profile_name": "Isro HQ"
},
{
"id": "54967257462",
"user_name": "spacemajorr",
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"profile_name": "Universe & Space 🪐"
}
],
"email_address": "",
"partner_id": "528817151",
"business_address": "None,None,None",
"error": "",
"error_code": ""
}
]Explore Other Instagram Data Scrapers
If you need to extract other types of Instagram data, you can use the following scraping tools. Each tool is designed for a specific data type and use case.
| 👤 Instagram Profile Scraper | 🎞️ Instagram Reel Scraper |
| 📸 Instagram Post Scraper | 💬 Instagram Comments Scraper |
FAQ
How does the Instagram Profiles Scraper API work?
The Scraper API functions by automating the process of visiting public Instagram profile pages. It uses advanced browser emulation and rotating residential proxies to navigate the site like a human user, extracting the visible HTML data and converting it into a clean, structured format (such as JSON or CSV).
Can I scrape private Instagram profiles?
No. To comply with data privacy standards and platform terms, the scraper can only access publicly available information on the web.
Is it legal to scrape Instagram profiles?
Scraping publicly available data (such as profile bios, follower counts, and public posts) is generally considered legal in many jurisdictions, provided the data is not copyrighted and the scraping doesn't interfere with the platform's operations. However, you should always comply with local data protection laws (like GDPR or CCPA) regarding personal information.
What data can an Instagram profile scraper extract?
The scraper can extract most data points visible on a public profile, including: Username, Full Name, Profile ID, Biography, Follower/Following counts, and total post count.
Can I scrape Instagram profiles without coding?
Yes. Our tool provides a user-friendly web interface where you can simply paste a list of usernames or URLs and click "Start." You can then download the results directly as an Excel or CSV file without writing a single line of code.
Pricing
Failed results don't count
Rating
4.8
Developer
CoreClaw
Maintained by CoreClaw
Worker Stats
61 Total runs
Success rate: 100.00%
Last updated: May 11, 2026
Categories
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