Instagram Post Likers Scraper — export who liked a post (No API Key, No Login)

Export the accounts that liked any public Instagram post or reel — no login, no cookies, no Graph API app, no access token. Paste post URLs and the Instagram Post Likers Scraper returns one row per liker: handle, full name, numeric user ID, avatar, verified badge, private flag, profile link, and the post the like belongs to. Perfect for engagement audits, giveaway draws, and finding the audience that actually reacts. Export to JSON, CSV, Excel, or XML.

Get your first likers free in under 2 minutes — paste a post URL, click Start. No configuration, no credit card to try.

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Table of contents

• What can it do?
• Who uses it?
• What data can I scrape?
• How to use it
• Input example
• Output example
• Pricing
• Tips
• Want other Instagram data?
• AI agents (MCP)
• Integrations & API
• Support
• FAQ
• Related searches
• Disclaimer
• Resources

---

What can the Instagram Post Likers Scraper do? {#what-can-it-do}

• ❤️ Export everyone who liked a post or reel from its URL.
• 🆔 Get numeric user IDs so your list survives username changes.
• ✅ See which likers are verified and which are private.
• 🖼️ Get avatar URLs for visual audience boards.
• 🎁 Run fair giveaways from a complete, de-duplicated liker list.
• 🕵️ Audit engagement quality — real audiences and bought likes look very different.
• 🏷️ Every row carries postUrl and postShortcode, so multi-post runs stay separable.
• 📏 Control cost precisely with the results limit.
• 📤 Export to JSON, CSV, Excel, or XML, or pull live via API.

Go beyond the limits of the official Instagram API: no OAuth app, no app review, no quota juggling — paste your input and collect publicly available data.

---

Who uses the Instagram Post Likers Scraper? {#who-uses-it}

• 🤝 Influencer marketers — check whether a creator's likes come from plausible accounts.
• 🎁 Campaign managers — draw giveaway winners from likers, not just commenters.
• 🎯 Audience researchers — identify the segment that actually engages, not just follows.
• 🛡️ Fraud & brand-safety teams — spot engagement pods and bought engagement.
• 💼 Lead generation teams — find warm accounts already reacting to your content.

---

What data can I scrape? {#what-data}

Field	Type	Description
username	string	Handle.
fullName	string	Display name.
userId	string	Numeric account ID (stable if the handle changes).
url	string	Profile link.
profilePic	string	Full-resolution avatar URL.
verified	boolean	Verified badge.
private	boolean	Whether the account is private.
postShortcode	string	Short code of the post that was liked.
postUrl	string	URL of the post that was liked.

Fields reflect what Instagram exposes publicly for that item. Values that do not exist for a given item are returned as null rather than dropped, so your schema stays stable.

---

How to scrape the accounts that liked a post {#how-to}

1. Open the Instagram Post Likers Scraper on Apify.
2. Paste post or reel URLs into Post / reel URLs.
3. Set Max likers to control depth and cost.
4. Click ▶ Start and export the dataset.

No login, no cookies, no proxy configuration. Start with one input to see the output shape, then scale the same run — the fields stay identical, so code written against a test run keeps working.

---

Input example {#input-example}

{
  "startUrls": [
    "https://www.instagram.com/p/DbDxyjdDKp1/"
  ],
  "resultsLimit": 1000
}

• startUrls — post or reel URLs. Queue as many as you need.
• resultsLimit — hard cap on likers returned per post.

---

Output example {#output-example}

{
  "url": "https://www.instagram.com/ivannhoff/",
  "userId": "545451521",
  "postUrl": "https://www.instagram.com/p/DbDxyjdDKp1/",
  "private": true,
  "fullName": "Ivan",
  "username": "ivannhoff",
  "verified": false,
  "profilePic": "https://scontent-lax3-2.cdninstagram.com/v/t51.82787-19/621448393_18551508607043522_5701716980397016636_n.jpg?stp=dst-jpg_e0_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-lax3-2.cdninstagram.com&_nc_cat=102&_nc_oc=Q6cZ2gFcYYxVLePVcepmlxBrWsTax0dZptaaP-QlRf1JDBn5v0WKsOPmyENL7SO5xIlHur4&_nc_ohc=isxm3n_KxIEQ7kNvwHSNMZZ&_nc_gid=U13_Ma9mCCNHg4G4z-03Kg&edm=APwHDrQBAAAA&ccb=7-5&ig_cache_key=GMmMCiXCB5Kwf_hBADyGYHpikSBPbmNDAQAB1501500j-ccb7-5&oh=00_AQAIPNwFRjZ4HYhTd1w3YyV7x9w8iNnQXR1z18WJ4p4Icw&oe=6A6E2E3A&_nc_sid=8809c9",
  "sourceType": "instagram",
  "postShortcode": "DbDxyjdDKp1"
}

Every run produces a clean dataset you can page through in the Apify Console or pull via API. Export to JSON, CSV, Excel, or XML in one click.

---

How much will it cost? {#pricing}

Simple, predictable pay-per-result pricing — you pay for the likers you actually receive, not for compute time.

• 💸 Pay per liker — budget is just likers × rate, so you can estimate spend up front.
• 📉 Volume discounts — Bronze, Silver, Gold, Platinum, and Diamond Apify plans get progressively lower rates.
• 🆓 Free to try — new Apify accounts include monthly free usage, so your first run costs nothing.
• 🚫 No hidden fees — no proxy add-on, no per-request API charge, no minimum spend.

See the live rate on the Apify store page.

---

Tips {#tips}

• 🎁 De-duplicate on userId before a giveaway draw so nobody gets two entries.
• 🕵️ A high share of private, avatar-less accounts is a classic bought-engagement signal.
• 🔀 Intersect likers with followers (via the Followers Scraper) to see how much of the audience actually reacts.
• 📏 Sample rather than exhaust. A few hundred likers is usually enough to judge quality.
• ✅ Filter verified likers to spot notable accounts engaging with a brand.
• 🕒 Scrape soon after publication if you are auditing a campaign — lists keep growing.

---

Want other Instagram data? {#want-other-data}

• 👤 Instagram Profile Scraper — followers, following, posts count, bio, external link and verified flag in bulk.
• 🖼️ Instagram Post Scraper — posts with likes, comments, captions, hashtags and media URLs.
• 🎬 Instagram Reel Scraper — reels with plays, likes, comments, duration and video URLs.
• 💬 Instagram Comment Scraper — comments with author, likes, reply count and timestamps.
• #️⃣ Instagram Hashtag Scraper — top or recent posts for any hashtag.
• 🧑‍🤝‍🧑 Instagram Followers Scraper — the follower or following list of an account.
• 📸 Instagram Stories Scraper — active stories with media URLs before they expire.

Building a multi-platform dataset? The same no-login, pay-per-result approach covers the other networks:

• 🎵 TikTok Profile Scraper · TikTok Video Scraper · TikTok Hashtag Scraper · TikTok Comments Scraper
• 🐦 X (Twitter) Tweets Scraper · X Profile Scraper · X Trends Scraper
• 👔 LinkedIn Profile Scraper · LinkedIn Company Scraper · LinkedIn Jobs Scraper
• 🤖 Reddit Scraper · Reddit Search Scraper · Reddit Subreddit Scraper
• ▶️ YouTube Channel Scraper · YouTube Comment Scraper · YouTube Transcript Scraper
• 🗺️ Google Maps Scraper · Google News Scraper

Browse everything on the myagizm store profile.

---

Use the data with AI agents (MCP) {#mcp}

The Instagram Post Likers Scraper is available through the Apify MCP server, so AI assistants can call it as a tool and pull the accounts that liked a post on demand.

• 🧩 Claude — add the Apify MCP server and let Claude fetch and analyse the data.
• 🤖 ChatGPT — use the actor as a tool inside research and reporting workflows.
• 🖊️ Cursor — pull structured results straight into your coding sessions.

Common AI-agent recipes:

• 🕵️ Engagement audit — "do these likers look organic? report verified and private shares."
• 🎁 Giveaway draw — "pick five unique likers at random."
• 🎯 Segment discovery — "what kinds of accounts like this brand's posts?"
• 🔀 Overlap — "which likers also follow the account?"

---

Integrations & API {#integrations}

Connect the actor to the tools you already use: Make, Zapier, n8n, Slack, Airbyte, Gumloop, CrewAI, IFTTT, Lindy, GitHub, Google Sheets, and Google Drive — plus webhooks, Apify Schedules, and the MCP server.

Run synchronously and get the dataset (Apify API)

curl -X POST "https://api.apify.com/v2/acts/myagizm~instagram-likers-scraper-v2/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"startUrls": ["https://www.instagram.com/p/DbDxyjdDKp1/"], "resultsLimit": 1000}'

Start a run asynchronously

curl -X POST "https://api.apify.com/v2/acts/myagizm~instagram-likers-scraper-v2/runs?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"startUrls": ["https://www.instagram.com/p/DbDxyjdDKp1/"], "resultsLimit": 1000}'

Fetch dataset items later

$curl "https://api.apify.com/v2/acts/myagizm~instagram-likers-scraper-v2/runs/last/dataset/items?token=YOUR_APIFY_TOKEN&format=csv"

Change format to json, csv, xlsx, or xml to export in your preferred format. The Apify Console also auto-generates ready-to-paste JavaScript, Python, and CLI snippets plus an OpenAPI spec for this actor.

---

Support {#support}

Questions, feature requests, or something not looking right? Open an issue on the actor's Issues tab. Please include the input you used so we can reproduce and fix it quickly.

---

FAQ {#faq}

Can I get likers for many posts at once?

Yes. Queue several post URLs; each row carries postUrl and postShortcode.

Can I get likers of a private account's post?

No. Private content is skipped and reported in the log.

Does it include the like timestamp?

Instagram does not expose per-like timestamps publicly, so the rows are identity records without a time field.

Why might a post return fewer likers than its like count?

Instagram paginates and gates liker lists for logged-out visitors, and your results limit also caps the run.

Do I need an Instagram account, login, cookies, or API key?

No. There is no login, no cookies, no Instagram Graph API app, no app review, and no access token. Paste your input and run.

Is it legal to scrape Instagram?

The actor collects only publicly available data — the same content any visitor can see without logging in. It never logs in and never accesses private accounts. You are responsible for compliant use: if the data contains personal data, follow GDPR, CCPA, and other applicable regulations, and respect Instagram's terms.

Can I scrape private accounts?

No. Private accounts are reported in the run log and skipped. The actor never bypasses access controls.

Do I need proxies?

No. Proxy handling is built in and managed for you — nothing to configure or supply.

Can I export the results to CSV, Excel, or JSON?

Yes. Export to JSON, CSV, Excel, or XML from the Console, or use the API format parameter.

Can I use it with the Apify API?

Yes — the sync and async endpoints are shown above.

Is there an MCP server for AI agents?

Yes. The actor is exposed through the Apify MCP server, so Claude, ChatGPT, and Cursor can call it as a tool.

Can I schedule runs?

Yes. Use Apify Schedules or trigger runs via API and webhooks to keep the data fresh.

How fresh is the data?

There is no caching. Every run reads the current public page, so numbers are live at run time.

Media URLs stopped working after a while — why?

Instagram signs its CDN links and they expire. Download or re-host media in the same session you scrape it.

---

Related searches {#related-searches}

instagram likers scraper · export instagram post likers · who liked instagram post · instagram likes list export · instagram giveaway from likers · instagram engagement audit · instagram bought likes detection · scrape instagram likers without login · instagram likers csv · instagram engagement pod detection · instagram audience research likers · ig likers scraper · instagram post likes export · instagram reel likers scraper

---

Disclaimer {#disclaimer}

This is an independent tool and is not affiliated with, endorsed by, or sponsored by Instagram or Meta Platforms, Inc.. All product names, logos, and brands are property of their respective owners.

The actor collects only publicly available data — the same content any visitor can see without logging in. It never logs in, never bypasses access controls, and never touches private or protected content. You are responsible for how you use the data: if it contains personal data, follow GDPR, CCPA, and other applicable regulations, and respect the platform's terms.

---

Resources {#resources}

• 📘 Apify API documentation — run actors and fetch datasets programmatically.
• 🤖 Apify MCP server — use this actor as a tool in Claude, ChatGPT, and Cursor.
• 📤 Dataset export docs — export to JSON, CSV, Excel, and XML.
• ⏰ Scheduling actor runs — keep your data fresh automatically.
• 🔌 Apify integrations — n8n, Zapier, Make, Slack, and more.
• 🏪 myagizm store profile — the full family of no-login scrapers.

---

中文说明 —— Instagram 点赞用户抓取工具

导出为任意公开 Instagram 帖子或 Reels 点赞的账号 —— 不需要登录、Cookie、Graph API 应用或 access token。粘贴帖子链接，每个点赞用户返回一行：用户名、显示名、数字 ID、头像、认证标记、是否私密、主页链接，以及所属帖子。适合互动质量审计、抽奖开奖，以及找出真正会互动的受众。

两分钟内免费拿到第一批数据 —— 填入内容、点击 Start 即可。无需配置，试用不需要信用卡。

能做什么

• ❤️ 按链接导出帖子或 Reels 的全部点赞账号。
• 🆔 数字用户 ID，名单长期可用。
• ✅ 认证与私密状态清晰可见。
• 🖼️ 头像地址，方便做受众看板。
• 🎁 公平抽奖：完整去重的点赞名单。
• 🕵️ 审计互动质量 —— 真实受众与买来的点赞差别很明显。
• 🏷️ 每行带 postUrl 与 postShortcode。
• 📏 用上限精确控制成本。
• 📤 导出 JSON / CSV / Excel / XML。

无需 OAuth 应用、无需应用审核、无需配额管理 —— 填入内容即可采集公开数据。

谁在用

• 🤝 红人营销 —— 判断点赞是否来自可信账号。
• 🎁 活动运营 —— 从点赞用户中抽奖，而不只是评论者。
• 🎯 受众研究 —— 找出真正互动的人群。
• 🛡️ 反欺诈与品牌安全 —— 识别互赞群与买量。
• 💼 线索团队 —— 找到已经对内容有反应的温热账号。

可以抓取哪些数据

字段	类型	说明
username	string	用户名
fullName	string	显示名称
userId	string	数字账号 ID（改名也不变）
url	string	主页链接
profilePic	string	全分辨率头像地址
verified	boolean	是否认证
private	boolean	是否私密账号
postShortcode	string	被点赞帖子的短码
postUrl	string	被点赞帖子的链接

字段取决于平台对外公开了什么。某个条目没有的值会返回 null 而不是直接省略，因此你的数据结构始终稳定。

使用步骤

1. 打开 Instagram 点赞用户抓取工具。
2. 在 Post / reel URLs 粘贴帖子或 Reels 链接。
3. 设置 Max likers 控制深度与成本。
4. 点击 ▶ Start 并导出数据。

输入示例

{
  "startUrls": [
    "https://www.instagram.com/p/DbDxyjdDKp1/"
  ],
  "resultsLimit": 1000
}

输出示例

{
  "url": "https://www.instagram.com/ivannhoff/",
  "userId": "545451521",
  "postUrl": "https://www.instagram.com/p/DbDxyjdDKp1/",
  "private": true,
  "fullName": "Ivan",
  "username": "ivannhoff",
  "verified": false,
  "profilePic": "https://scontent-lax3-2.cdninstagram.com/v/t51.82787-19/621448393_18551508607043522_5701716980397016636_n.jpg?stp=dst-jpg_e0_s150x150_tt6&efg=eyJ2ZW5jb2RlX3RhZyI6InByb2ZpbGVfcGljLmRqYW5nby4xMDgwLmMyIn0&_nc_ht=scontent-lax3-2.cdninstagram.com&_nc_cat=102&_nc_oc=Q6cZ2gFcYYxVLePVcepmlxBrWsTax0dZptaaP-QlRf1JDBn5v0WKsOPmyENL7SO5xIlHur4&_nc_ohc=isxm3n_KxIEQ7kNvwHSNMZZ&_nc_gid=U13_Ma9mCCNHg4G4z-03Kg&edm=APwHDrQBAAAA&ccb=7-5&ig_cache_key=GMmMCiXCB5Kwf_hBADyGYHpikSBPbmNDAQAB1501500j-ccb7-5&oh=00_AQAIPNwFRjZ4HYhTd1w3YyV7x9w8iNnQXR1z18WJ4p4Icw&oe=6A6E2E3A&_nc_sid=8809c9",
  "sourceType": "instagram",
  "postShortcode": "DbDxyjdDKp1"
}

价格

采用按结果计费：只为真正拿到的数据付费，不按运行时间计费。

• 💸 成本 = 结果数量 × 单价，预算可提前算清。
• 📉 Apify 的 Bronze / Silver / Gold / Platinum / Diamond 套餐享阶梯折扣。
• 🆓 新账号自带每月免费额度，第一次运行不花钱。
• 🚫 无代理附加费、无单次请求费、无最低消费。

实时价格见 Apify 商店页面。

使用建议

• 🎁 抽奖前按 userId 去重。
• 🕵️ 私密、无头像账号占比很高，是典型的买量信号。
• 🔀 与粉丝列表求交集，看有多少粉丝真的会互动。
• 📏 抽样即可，几百个点赞用户通常足够判断质量。
• 🕒 审计活动请在发布后尽快抓取，名单会持续增长。

其他 Instagram 数据

• 👤 Instagram 账号资料抓取工具 —— 批量获取粉丝数、关注数、发帖数、简介、外链与认证状态。
• 🖼️ Instagram 帖子抓取工具 —— 抓取帖子的点赞、评论数、正文、话题标签与媒体地址。
• 🎬 Instagram Reels 抓取工具 —— 抓取 Reels 的播放量、点赞、评论、时长与视频地址。
• 💬 Instagram 评论抓取工具 —— 抓取评论的作者、点赞数、回复数与时间。
• #️⃣ Instagram 话题标签抓取工具 —— 按话题标签抓取热门或最新帖子。
• 🧑‍🤝‍🧑 Instagram 粉丝列表抓取工具 —— 导出账号的粉丝或关注列表。
• 📸 Instagram 快拍抓取工具 —— 在快拍过期前抓取内容与媒体地址。

需要多平台数据？以下工具采用同样的免登录、按结果计费方式：

• 🎵 TikTok 账号抓取 · TikTok 视频抓取 · TikTok 话题抓取 · TikTok 评论抓取
• 🐦 X（推特）推文抓取 · X 账号资料抓取 · X 热门趋势抓取
• 👔 LinkedIn 个人资料抓取 · LinkedIn 公司抓取 · LinkedIn 职位抓取
• 🤖 Reddit 抓取 · Reddit 搜索抓取 · 子版块抓取
• ▶️ YouTube 频道抓取 · YouTube 评论抓取 · YouTube 字幕抓取
• 🗺️ Google 地图抓取 · Google 新闻抓取

全部工具见 myagizm 商店主页。

配合 AI 智能体使用（MCP）

本 Actor 已接入 Apify MCP 服务器，Claude、ChatGPT、Cursor 等助手可以把它当作工具直接调用，用自然语言提问即可拿到结构化结果，无需写胶水代码。

集成与 API

支持 Make、Zapier、n8n、Slack、Airbyte、Gumloop、CrewAI、IFTTT、Lindy、GitHub、Google Sheets、Google Drive，以及 Webhook、定时任务与 MCP 服务器。

curl -X POST "https://api.apify.com/v2/acts/myagizm~instagram-likers-scraper-v2/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"startUrls": ["https://www.instagram.com/p/DbDxyjdDKp1/"], "resultsLimit": 1000}'

把 format 改成 json、csv、xlsx 或 xml 即可导出不同格式。

常见问题

能一次抓多个帖子的点赞用户吗？ 可以，每行都带 postUrl 与 postShortcode。

能抓私密账号帖子的点赞吗？ 不能，会被跳过并记录在日志中。

包含点赞时间吗？ Instagram 不公开单条点赞的时间，因此行是身份记录，没有时间字段。

为什么返回的点赞用户比点赞数少？ 平台对未登录访客的点赞列表有分页与限制，你设置的上限也会限制结果。

需要 Instagram 账号、登录、Cookie 或 API Key 吗？ 不需要。不登录、不用 Cookie、不需要 Graph API 应用、不需要审核、不需要 access token。

抓取 Instagram 合法吗？ 只采集公开可见的数据，即任何未登录访客都能看到的内容，不登录、不访问私密账号。合规责任由使用者承担：如涉及个人数据请遵守 GDPR / CCPA 与平台条款。

能抓私密账号吗？ 不能。私密账号会被跳过并记录在运行日志中。

需要配置代理吗？ 不需要，已内置托管。

支持导出 CSV / Excel / JSON 吗？ 支持 JSON、CSV、Excel、XML 四种格式。

可以通过 Apify API 调用吗？ 可以，同步与异步接口见上方示例。

支持 AI 智能体（MCP）吗？ 支持。Claude、ChatGPT、Cursor 均可把它当作工具调用。

可以定时运行吗？ 可以，支持 Apify Schedules、API 与 Webhook。

数据有多新？ 不缓存，每次运行都读取当前公开页面。

媒体链接过一段时间失效了？ Instagram 的 CDN 链接带签名且会过期，请在抓取的同一时段下载或转存。

免责声明

本工具为独立第三方工具，与 Instagram 及 Meta Platforms, Inc. 无任何隶属、认可或赞助关系，所有商标归各自所有者。

本 Actor 只采集公开可见的数据 —— 即任何未登录访客都能看到的内容。它不登录、不绕过访问控制、不获取私密内容。数据使用的合规责任由使用者承担：如涉及个人数据，请遵守 GDPR、CCPA 等法规与平台条款。

相关搜索

instagram 点赞用户抓取 · 导出 instagram 点赞名单 · 谁给帖子点赞 · instagram 点赞列表导出 · 点赞用户抽奖 · instagram 互动审计 · 买赞识别 · 免登录抓取点赞用户 · instagram 点赞 csv · 互赞群识别 · instagram 受众研究 · ig 点赞采集 · reels 点赞抓取