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URL: https://apify.com/qaseemiqbal/instagram-scraper-ultimate

โ‡ฑ Instagram Scraper for Posts, Reels & Profiles ยท Apify


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Instagram Scraper Ultimate

Scrape public Instagram profiles, posts, Reels, hashtags, places, comments, and media links. Export clean data for research, monitoring, and analysis.

Pricing

from $1.00 / 1,000 results

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0.0

(0)

Developer

๐Ÿ‘ Muhammad Qaseem Iqbal

Muhammad Qaseem Iqbal

Maintained by Community

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1

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20 hours ago

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Instagram Scraper Ultimate ๐Ÿ“ธโœจ

Extract clean, ready-to-use data from public Instagram pages in minutes. ๐Ÿš€

Instagram Scraper Ultimate helps you collect public Instagram profiles, posts, Reels, hashtags, places, comments, media links, and search results for market research, social listening, influencer discovery, campaign tracking, lead research, and trend monitoring. ๐Ÿ“Š๐Ÿ”Ž

You do not need an Instagram login for the default setup. The Actor is built for public data only. It does not unlock private profiles, bypass access controls, or collect hidden account data. ๐Ÿ”โœ…

What does this Actor do? ๐ŸŒŸ

Give the Actor Instagram usernames, post URLs, Reel URLs, hashtag URLs, place URLs, or a search term. It visits the public pages, extracts the information Instagram makes visible, and saves the results in an Apify dataset you can download as JSON, CSV, Excel, XML, RSS, or HTML. ๐Ÿ“โฌ‡๏ธ

Use it when you want a simple way to turn public Instagram pages into organized data instead of manually copying posts, captions, likes, comments, profile details, and links one by one. ๐Ÿงนโœจ

What can you scrape? โœ…

Data typeWhat you can get
๐Ÿ‘ค ProfilesUsername, full name, biography when visible, profile URL, follower counts, following counts, post counts, verification status, privacy status, category, and related profile details
๐Ÿ“ท PostsPost URL, shortcode, caption, hashtags, mentions, post type, owner username, timestamp, likes, comments count, views when available, and media URLs
๐ŸŽฌ ReelsReel URL, shortcode, caption, owner, media type, engagement metrics when available, and media URLs
#๏ธโƒฃ HashtagsHashtag name, hashtag URL, visible post counts, and hashtag-related post results
๐Ÿ“ PlacesPlace name, place ID, place URL, location metadata when available, and place-related post results
๐Ÿ’ฌ CommentsPublic comments, comment owner usernames, timestamps, likes, replies when exposed, and parent comment IDs
๐Ÿ”Ž Search resultsPublic profile, hashtag, and place search results from your query
๐Ÿ–ผ๏ธ MediaPublic image, thumbnail, and video URLs, with optional download into the Apify key-value store
โš ๏ธ ErrorsClear error records when a target cannot be processed

Why scrape Instagram? ๐Ÿ’ก

Public Instagram data can help you understand what people, brands, creators, and communities are talking about. ๐ŸŒ

Common use cases include:

  • ๐Ÿ“ˆ Track hashtag trends and see which topics are gaining attention.
  • ๐Ÿงฒ Find influencers, creators, and brand partners in a niche.
  • ๐Ÿ›๏ธ Monitor product launches, campaigns, and customer reactions.
  • ๐Ÿ’ฌ Analyze public comments for brand sentiment and feedback.
  • ๐Ÿ“ Research activity around places, venues, cities, stores, or events.
  • ๐Ÿงช Build datasets for academic, market, or competitor research.
  • ๐Ÿ”” Run scheduled monitoring jobs and spot changes over time.
  • ๐Ÿ“Š Export public Instagram data to spreadsheets, dashboards, CRMs, or BI tools.

How to use Instagram Scraper Ultimate ๐Ÿ

  1. Open the Actor in Apify Console. ๐ŸŽ›๏ธ
  2. Choose what you want to collect in Operation. ๐Ÿงญ
  3. Add usernames, URLs, hashtags, place IDs, or a search query. โœ๏ธ
  4. Set your result limit. For a cheap test, start small, such as 10 results. ๐Ÿ’ธ
  5. Keep comments and media downloads turned off unless you need them. โš™๏ธ
  6. Click Start. โ–ถ๏ธ
  7. Download your results from the Dataset tab. ๐Ÿ“ฅ

That is it. No coding is required. ๐Ÿ™Œ

Quick input examples ๐Ÿงช

Scrape public profile posts ๐Ÿ‘ค๐Ÿ“ท

{
"operation":"profilePosts",
"usernames":["humansofny","natgeo"],
"maxItemsPerTarget":10,
"includeProfileDetails":true
}

Scrape one public post ๐Ÿ“ท

{
"operation":"postDetails",
"postUrls":["https://www.instagram.com/p/C3TTthZLoQK/"],
"includeComments":false,
"downloadMedia":false
}

Scrape public Reels ๐ŸŽฌ

{
"operation":"profileReels",
"usernames":["instagram"],
"maxItemsPerTarget":10
}

Search for places ๐Ÿ”Ž๐Ÿ“

{
"operation":"searchResults",
"search":"Niagara Falls",
"searchType":"place",
"searchLimit":20
}

Scrape hashtag posts #๏ธโƒฃ๐Ÿ“ˆ

{
"operation":"hashtagPosts",
"hashtags":["travelphotography"],
"maxItemsPerTarget":25
}

Scrape public comments ๐Ÿ’ฌ

{
"operation":"comments",
"postUrls":["https://www.instagram.com/p/C3TTthZLoQK/"],
"includeComments":true,
"includeReplies":false,
"maxCommentsPerPost":50
}

Save media files ๐Ÿ–ผ๏ธ๐Ÿ’พ

{
"operation":"postDetails",
"postUrls":["https://www.instagram.com/p/C3TTthZLoQK/"],
"downloadMedia":true,
"downloadMediaTypes":["image","thumbnail","video"],
"maxMediaFiles":10
}

Input settings explained ๐Ÿงฐ

You can use the visual input form in Apify Console, or paste JSON like the examples above. ๐Ÿงพ

SettingPlain-English meaning
๐Ÿงญ operationWhat the Actor should do, such as profile posts, post details, comments, hashtag posts, place posts, search results, or auto-detection
๐Ÿ”— startUrlsInstagram URLs to process, useful when you have a mixed list of profiles, posts, Reels, hashtags, or places
๐Ÿ‘ค usernamesInstagram usernames, with or without @
#๏ธโƒฃ hashtagsHashtags, with or without #
๐Ÿ“ placeUrlsInstagram place URLs or numeric place IDs
๐Ÿ“ท postUrlsPost or Reel URLs
๐Ÿ”Ž searchA search term for finding public profiles, hashtags, or places
๐ŸŽš๏ธ searchLimitMaximum number of search results to save
๐Ÿ“ฆ maxItemsPerTargetMaximum number of posts, Reels, or discovered items to save per target
๐Ÿ‘ค includeProfileDetailsAdd profile details when profile targets are processed
๐Ÿ’ฌ includeCommentsTry to collect public comments for posts and Reels
โ†ฉ๏ธ includeRepliesInclude public comment replies when Instagram exposes them
๐Ÿ”ข maxCommentsPerPostMaximum number of public comments to save for each post
๐Ÿ“… fromDate / toDateKeep only posts inside a date range when timestamps are available
๐Ÿ–ผ๏ธ downloadMediaStore media files in Apify storage instead of only saving temporary Instagram CDN links
๐Ÿงฎ maxMediaFilesMaximum number of media files to download in one run
๐ŸŒ proxyConfigurationOptional proxy settings. The default is off to keep small runs cheap
๐Ÿข maxConcurrencyHow many targets to process at the same time. Lower values are gentler and cheaper
๐Ÿ” maxRequestRetriesHow many times to retry failed requests. The default is 0 for low-cost testing
๐Ÿงน deduplicateAcrossRunsRemember previously seen items using a named state store
๐Ÿ†• outputOnlyNewItemsWhen deduplication is on, save only newly discovered items
๐Ÿ“‰ changeDetectionTrack metric changes across runs
๐Ÿ›ก๏ธ removePersonalTextFieldsRemove captions, biographies, comments, and similar text fields where supported
๐Ÿ•ถ๏ธ redactUsernamesReplace usernames with stable redacted labels where supported

Output format ๐Ÿ“ฆ

The Actor saves results to the default Apify dataset. Each dataset row is one record, such as a profile, post, comment, hashtag, place, media item, search result, or error. ๐Ÿ“š

Every record includes:

  • ๐Ÿท๏ธ recordType - tells you what kind of row it is, such as post, profile, or comment.
  • ๐Ÿงพ source - shows which input produced the result.
  • ๐ŸŽฏ target - shows the normalized target, such as the username, shortcode, URL, or place ID.
  • ๐Ÿ“Š metrics - includes counts such as likes, comments, views, followers, or posts when Instagram exposes them.
  • ๐Ÿ–ผ๏ธ media - contains public media URLs and download information.
  • ๐Ÿ•’ crawl - includes scrape time, request URL, warnings, and whether the result is partial.

The Actor also writes an OUTPUT summary with total records, finished requests, failed requests, warnings, and errors. ๐Ÿงพโœ…

Example post output ๐Ÿ“ท

{
"recordType":"post",
"schemaVersion":"1.0",
"source":{
"input":"https://www.instagram.com/p/ABC123/",
"inputType":"postUrl",
"inputIndex":0,
"operation":"postDetails"
},
"target":{
"type":"post",
"name":"ABC123",
"url":"https://www.instagram.com/p/ABC123/",
"id":"ABC123"
},
"post":{
"shortCode":"ABC123",
"url":"https://www.instagram.com/p/ABC123/",
"type":"image",
"caption":"Example caption #campaign @partner",
"hashtags":["campaign"],
"mentions":["partner"],
"timestamp":"2026-06-01T12:00:00.000Z",
"ownerUsername":"examplebrand"
},
"metrics":{
"likesCount":100,
"commentsCount":5
},
"media":[
{
"type":"image",
"displayUrl":"https://cdn.example.com/post.jpg",
"downloaded":false,
"downloadStatus":"skipped"
}
],
"crawl":{
"scrapedAt":"2026-06-15T13:16:50.780Z",
"partial":false,
"warnings":[],
"requestUrl":"https://www.instagram.com/p/ABC123/"
}
}

Dataset views ๐Ÿ‘€

In Apify Console, the dataset includes ready-made views so you can scan the data faster. โœจ

  • ๐Ÿ“‹ Overview - all records with common fields.
  • ๐Ÿ“ท Posts and Reels - captions, URLs, timestamps, metrics, hashtags, and mentions.
  • ๐Ÿ‘ค Profiles - usernames, follower counts, verification status, and profile metadata.
  • ๐Ÿ’ฌ Comments - comment text, owners, timestamps, likes, and reply relationships.
  • #๏ธโƒฃ Hashtags - hashtag names, URLs, and counts.
  • ๐Ÿ“ Places - place IDs, names, URLs, and location details when visible.
  • ๐Ÿ”Ž Search Results - discovered public profiles, hashtags, and places.
  • ๐Ÿ–ผ๏ธ Media - downloaded media records and media storage details.
  • โš ๏ธ Errors - targets that could not be processed, with readable error messages.

How much will it cost? ๐Ÿ’ธ

Instagram Scraper Ultimate is tuned for low-cost runs by default. ๐Ÿช™

The default setup uses:

  • ๐Ÿง  256 MB memory by default.
  • ๐Ÿข 1 concurrent request.
  • ๐Ÿ” 0 automatic retries.
  • โฑ๏ธ 0 artificial delay.
  • ๐ŸŒ Proxy disabled by default.
  • ๐Ÿ’ฌ Comments disabled by default.
  • ๐Ÿ–ผ๏ธ Media downloads disabled by default.
  • ๐Ÿ“ฆ Small default result limits.

This keeps quick tests very cheap. In a small Apify platform smoke test, one public post URL completed in about 9 seconds at 256 MB and saved one post record. โšก

Your final cost depends on Apify platform pricing, runtime, memory, number of targets, retries, proxies, storage writes, dataset reads, and whether you download media. For the lowest cost, start with a small limit, keep media downloads off, keep comments off, and increase settings only after your test run looks good. ๐Ÿงชโžก๏ธ๐Ÿ“ˆ

How many results can I get? ๐Ÿ“

The number of results depends on what Instagram publicly shows for each target. Some pages expose rich public data. Others may show only partial data, require login, rate-limit requests, or change their page format. ๐Ÿ”„

A good rule of thumb:

  • ๐Ÿ‘€ Open the target in an incognito browser.
  • โœ… If you can see the content without logging in, the Actor has a better chance of collecting it.
  • โš ๏ธ If Instagram shows a login wall, hides comments, or blocks pagination, the Actor may return partial data or an error record.
  • ๐Ÿงช Run a small test before scaling to large jobs.

During the Actor run โ–ถ๏ธ

While the Actor runs, it logs what it is processing and updates the run status with progress. You can watch the log in Apify Console. ๐Ÿ‘€

If an input is invalid, the Actor stops early and explains what needs to be fixed. If one target cannot be processed, the Actor can save an error record so you can review it later. ๐Ÿงฏ

Exporting and integrations ๐Ÿ”Œ

After the run finishes, you can download the dataset from Apify Console. ๐Ÿ“ฅ

You can export to:

  • ๐Ÿ“„ JSON
  • ๐Ÿ“Š CSV
  • ๐Ÿ“— Excel
  • ๐ŸŒ HTML
  • ๐Ÿงพ XML
  • ๐Ÿ“ฐ RSS

You can also connect the results to cloud tools using Apify integrations, webhooks, or the Apify API. Popular destinations include Google Sheets, Google Drive, Slack, Make, Zapier, Airbyte, databases, dashboards, and custom apps. ๐Ÿ”—๐Ÿš€

Public data, privacy, and responsible use โš–๏ธ๐Ÿ›ก๏ธ

This Actor is intended for public Instagram data only. It does not scrape private accounts, does not require Instagram login by default, and does not bypass access controls. ๐Ÿ”

However, public Instagram pages may still contain personal data, such as usernames, captions, comments, profile text, images, or engagement data. You are responsible for using the results lawfully and respectfully. If you are unsure whether your use case is allowed, ask a qualified legal professional. ๐Ÿ‘ฉโ€โš–๏ธ๐Ÿ‘จโ€โš–๏ธ

Helpful privacy options:

  • ๐Ÿ›ก๏ธ Turn on removePersonalTextFields to remove captions, biographies, comments, and similar text fields where supported.
  • ๐Ÿ•ถ๏ธ Turn on redactUsernames to replace usernames with stable redacted labels where supported.
  • ๐Ÿงน Use smaller limits and collect only the fields you actually need.

Instagram Scraper Ultimate is not affiliated with Instagram or Meta. โ„น๏ธ

Limitations โš ๏ธ

Instagram changes often, and public pages can behave differently depending on the target, region, traffic, and current Instagram restrictions. ๐ŸŒฆ๏ธ

Important limits to know:

  • ๐Ÿ” Private accounts cannot be scraped.
  • ๐Ÿšช Login-only content may not be available.
  • ๐Ÿ’ฌ Comments are collected only when Instagram exposes them publicly.
  • ๐Ÿ“œ Deep pagination may be limited by what Instagram shows publicly.
  • ๐Ÿ–ผ๏ธ Instagram CDN media URLs can expire. Enable downloadMedia if stable media files matter.
  • ๐ŸŒ If you see rate limiting or login walls, try lower concurrency, smaller batches, or proxy settings.

Troubleshooting ๐Ÿงฏ

ProblemWhat to try
๐Ÿ˜• Fewer results than expectedCheck the target in an incognito browser, reduce concurrency, and start with a smaller batch
๐Ÿšช Login wall or blocked pageRetry later, lower request volume, or use proxy settings
๐Ÿ’ฌ No comments returnedInstagram may not expose public comments for that post
๐Ÿ–ผ๏ธ Media links stopped workingTurn on downloadMedia for stable stored files
๐Ÿงพ Invalid input errorAdd at least one target source, such as startUrls, usernames, hashtags, placeUrls, postUrls, or search
โš ๏ธ Partial recordsSome fields were not visible on the public page. Check warnings in the dataset and OUTPUT summary

FAQ ๐Ÿ™‹

Does this Actor require Instagram login? ๐Ÿ”‘

No. The default setup is public-data-first and does not require login.

Can it scrape private Instagram accounts? ๐Ÿ”

No. It only works with public data that Instagram exposes.

Can it scrape Reels? ๐ŸŽฌ

Yes. Use Reel URLs, profile Reel mode, or auto-detection with mixed Instagram URLs.

Can it scrape comments? ๐Ÿ’ฌ

Yes, when comments are publicly exposed by Instagram. Turn on includeComments and set maxCommentsPerPost.

Can it download images and videos? ๐Ÿ–ผ๏ธ

Yes. Turn on downloadMedia. This stores media files in the run key-value store, which is better than relying only on temporary Instagram CDN URLs.

Can I export to CSV or Excel? ๐Ÿ“Š

Yes. Open the Dataset tab after the run and choose your export format.

Can I run it every day? ๐Ÿ“…

Yes. Create an Apify task from your input and schedule it in Apify Console. For recurring monitoring, consider using deduplicateAcrossRuns, outputOnlyNewItems, or changeDetection.

Can I use it with Google Sheets, Zapier, or Make? ๐Ÿ”Œ

Yes. Use Apify integrations, webhooks, or API access to send results to other tools.

Why are some fields missing? ๐Ÿงฉ

Instagram does not show the same data for every public page. If a metric, timestamp, comment, or media URL is not visible, the Actor may leave that field empty or mark the result as partial.

For developers ๐Ÿง‘โ€๐Ÿ’ป

Most users can run the Actor from Apify Console without touching code. If you are developing locally, use these commands:

npminstall
npmtest
npm run build
npm run start

When no local input is present, the Actor uses fixture mode so a local smoke run can finish without hitting Instagram. Production runs should provide real input and keep debugUseFixtures disabled. ๐Ÿงช

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