# Instagram Hashtag Scraper V2 (`myagizm/instagram-hashtag-scraper-v2`) Actor
Scrape Instagram hashtag feeds with guaranteed delivery — top and recent posts for any hashtag. Returns media URLs, caption, likes, comments, views, owner and timestamps. Deep pagination, no login.
- **URL**: https://apify.com/myagizm/instagram-hashtag-scraper-v2.md
- **Developed by:** [MYM](https://apify.com/myagizm) (community)
- **Categories:** Social media
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet
## Pricing
from $0.94 / 1,000 hashtag post scrapeds
This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.
Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event
## What's an Apify Actor?
Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".
## How to integrate an Actor?
If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.
In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md):
```bash
npm install apify-client
```
In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md):
```bash
pip install apify-client
```
In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):
````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash
In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md).
If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).
For usage examples, see the [API](#api) section below.
For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).
# README
## Instagram Hashtag Scraper — scrape top & recent posts for any hashtag (No API Key, No Login)
**Scrape Instagram posts by hashtag** — no login, no cookies, no Graph API app, no access token. Give the Instagram Hashtag Scraper one or more hashtags and choose **top**, **recent**, or **all**; it returns each matching post with caption, hashtags, mentions, likes, comment count, views and plays, media URLs, publish timestamp, and the owner's username and verification status. Ideal for hashtag research, UGC discovery, campaign monitoring, and trend tracking. Export to JSON, CSV, Excel, or XML.
> **Get your first hashtag results free in under 2 minutes** — type a hashtag, click Start. No configuration, no credit card to try.
---
### Table of contents
- [What can it do?](#what-can-it-do)
- [Who uses it?](#who-uses-it)
- [What data can I scrape?](#what-data)
- [How to use it](#how-to)
- [Input example](#input-example)
- [Output example](#output-example)
- [Pricing](#pricing)
- [Tips](#tips)
- [Want other Instagram data?](#want-other-data)
- [AI agents (MCP)](#mcp)
- [Integrations & API](#integrations)
- [Support](#support)
- [FAQ](#faq)
- [Related searches](#related-searches)
- [Disclaimer](#disclaimer)
- [Resources](#resources)
---
### What can the Instagram Hashtag Scraper do? {#what-can-it-do}
- #️⃣ **Scrape posts for any hashtag** — one or many in the same run.
- 🔝 **Choose top, recent, or both** with the *Results type* switch.
- 📊 **Get engagement metrics** — likes, comments, views, and plays per post.
- 🖼️ **Get media URLs** — full-resolution images and **direct MP4 video links**.
- 📝 **Read captions** with hashtags and mentions extracted as arrays.
- 👤 **Get the poster** — username, numeric ID, verified badge.
- 🌍 **Discover user-generated content** mentioning your brand hashtag.
- 📈 **Track a campaign hashtag** on a schedule and watch it grow.
- 🏷️ **Every row carries the `hashtag`** it came from, so multi-hashtag runs stay separable.
- 📤 **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 Hashtag Scraper? {#who-uses-it}
- 🧠 **Content & SEO teams** — research which hashtags actually carry reach in a niche.
- 📣 **Campaign managers** — monitor branded hashtags and collect UGC as it appears.
- 🛒 **E-commerce & trend hunters** — spot rising products and aesthetics early.
- 🤝 **Influencer scouts** — find creators posting in your niche, not just the famous ones.
- 📊 **Market researchers** — build hashtag datasets to measure attention over time.
---
### What data can I scrape? {#what-data}
| Field | Type | Description |
|-------|------|-------------|
| `id` | string | Instagram media ID. |
| `shortcode` | string | Short code used in the post URL. |
| `url` | string | Direct link to the post. |
| `type` | string | `Image`, `Video`, or `Sidecar` (carousel). |
| `productType` | string | `feed`, `clips` (reel), `igtv`, or `story`. |
| `caption` | string | Full caption text. |
| `hashtags` | array | Hashtags found in the caption, as plain strings. |
| `mentions` | array | Accounts mentioned in the caption. |
| `likes` | number | Like count (`null` when the owner hides it). |
| `comments` | number | Comment count. |
| `views` | number | Video views, when the post is a video. |
| `plays` | number | Play count for reels and video posts. |
| `isVideo` | boolean | Whether the media is a video. |
| `videoUrl` | string | Direct MP4 URL for video posts. |
| `videoDuration` | number | Video length in seconds. |
| `displayUrl` | string | Full-resolution image or video thumbnail URL. |
| `takenAt` | string | Publish timestamp (ISO). |
| `takenAtEpoch` | number | Publish timestamp as a Unix epoch. |
| `isPinned` | boolean | Whether the owner pinned the post to the top of the grid. |
| `location` | object | Tagged location, when the post has one. |
| `owner` | string | Owner username. |
| `ownerId` | string | Owner numeric ID. |
| `ownerVerified` | boolean | Whether the owner has a verified badge. |
| `hashtag` | string | The hashtag this post was found under. |
| `resultsType` | string | Whether the row came from `top` or `recent` results. |
> 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 hashtag posts {#how-to}
1. **Open the Instagram Hashtag Scraper** on [Apify](https://apify.com/myagizm/instagram-hashtag-scraper-v2).
2. **Add hashtags** to *Hashtags* — with or without the `#`.
3. **Pick a results type** — `top`, `recent`, or `all`.
4. *(Optional)* Set **Max posts per hashtag**.
5. 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}
```json
{
"hashtags": [
"travel",
"vanlife"
],
"resultsType": "top",
"resultsLimit": 200
}
````
- **hashtags** — hashtags to scrape, `#` optional.
- **resultsType** — `top` (best performing), `recent` (newest), or `all`.
- **resultsLimit** — cap on posts per hashtag.
***
### Output example {#output-example}
```json
{
"id": "3950867429905819600",
"url": "https://www.instagram.com/reel/DbUTP6yMmha/",
"type": "reel",
"likes": 1507,
"owner": "_brookeleanne",
"plays": 14343,
"views": 14343,
"caption": "Our first full day in Chicago was such a vibe 🙂↔️ stay tuned for day 2\n#momlife #chicago #vlog #travel #explorepage",
"hashtag": "travel",
"isVideo": true,
"ownerId": "397077837",
"takenAt": "2026-07-28T00:57:16.000Z",
"comments": 48,
"hashtags": [
"#momlife",
"#chicago",
"#vlog",
"#travel",
"#explorepage"
],
"isPinned": false,
"location": "Chicago, IL",
"mentions": [],
"videoUrl": "https://scontent-yyz1-1.cdninstagram.com/o1/v/t2/f2/m86/AQOvfMnEPvWJGJ68ciuxrjcEb7jATZCyhyFqnRMep0CyIztWH_-RTOP19AkiqMsl4Es13N__HIDqqiS3v5_uvRLEZUFlRtalNaVHa-4.mp4?_nc_cat=101&_nc_sid=5e9851&_nc_ht=scontent-yyz1-1.cdninstagram.com&_nc_ohc=yGdck8DVx-kQ7kNvwHeBVQ3&efg=eyJ2ZW5jb2RlX3RhZyI6Inhwdl9wcm9ncmVzc2l2ZS5JTlNUQUdSQU0uQ0xJUFMuQzMuNzIwLmRhc2hfYmFzZWxpbmVfMV92MSIsInhwdl9hc3NldF9pZCI6MTY1MjEzNzk4NjI0MjkyMSwiYXNzZXRfYWdlX2RheXMiOjAsInZpX3VzZWNhc2VfaWQiOjEwMDk5LCJkdXJhdGlvbl9zIjoxMjAsInVybGdlbl9zb3VyY2UiOiJ3d3cifQ%3D%3D&ccb=17-1&vs=d67bdf1d6731002&_nc_vs=HBksFQIYUmlnX3hwdl9yZWVsc19wZXJtYW5lbnRfc3JfcHJvZC9FODQ5NzMwMDQ3Q0E2NDRGRTg4RDJFRDc0NEZBQzNBMV92aWRlb19kYXNoaW5pdC5tcDQVAALIARIAFQIYUWlnX3hwdl9wbGFjZW1lbnRfcGVybWFuZW50X3YyLzU2NEY0QjMwRDUwNzM1RjBBMjE0Q0M4NkI1RjkzMjk4X2F1ZGlvX2Rhc2hpbml0Lm1wNBUCAsgBEgAoABgAGwKIB3VzZV9vaWwBMRJwcm9ncmVzc2l2ZV9yZWNpcGUBMRUAACbS5dGci6fvBRUCKAJDMywXQF4AAAAAAAAYEmRhc2hfYmFzZWxpbmVfMV92MREAdf4HZeadAQA&_nc_gid=7b_nRtt3FAtuGkBeuQMscA&_nc_zt=28&_nc_ss=7a3ba&oh=00_AQBcSGagtbm6d-dJfw0znw4jQdpQdImpHxIlTFfgIsNHtQ&oe=6A6A2886",
"shortcode": "DbUTP6yMmha",
"displayUrl": "https://scontent-yyz1-1.cdninstagram.com/v/t51.71878-15/757460379_27828267230102939_1226800660126636685_n.jpg?stp=dst-jpg_e15_tt6&_nc_cat=108&ig_cache_key=Mzk1MDg2NzQyOTkwNTgxOTczOA%3D%3D.3-ccb7-5&ccb=7-5&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6IkNMSVBTLnhwaWRzLjY0MC5zZHIudmlkZW9fbmZyYW1lX2NvdmVyX2ZyYW1lLkMzIn0%3D&_nc_ohc=O10xN5DNsVwQ7kNvwE2SsLO&_nc_oc=AdrgzLXdmU5E5ouDxG8bEPPISmrDd2qTL6DVZhQPy-KTiy6eYbI7vqjNFMSTYppqb40&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&_nc_ht=scontent-yyz1-1.cdninstagram.com&_nc_gid=7b_nRtt3FAtuGkBeuQMscA&_nc_ss=7a3ba&oh=00_AQBPLrtlaY9L_thjfxN6_pQ3RUd4AEtS4jke97in_uE12g&oe=6A6E4299",
"sourceType": "instagram",
"productType": "clips",
"resultsType": "top",
"takenAtEpoch": 1785200236,
"ownerVerified": true,
"videoDuration": 120
}
```
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 posts you actually receive, not for compute time.
- 💸 **Pay per post** — budget is just posts × 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](https://apify.com/myagizm/instagram-hashtag-scraper-v2).
***
### Tips {#tips}
- 🔝 **Use `top` for benchmarking, `recent` for monitoring.** Top shows what wins; recent shows what is happening now.
- 🏷️ **Run several related hashtags together** and compare median likes to find the least saturated one.
- 📈 **Schedule daily recent runs** to build a growth curve for a campaign hashtag.
- 👤 **Mine `owner` fields for influencer discovery** — the mid-tier creators are in the recent feed.
- 🎬 **Download media promptly** — Instagram CDN URLs expire.
- 🧹 **De-duplicate on `id`** when you combine `top` and `recent` in one run.
***
### Want other Instagram data? {#want-other-data}
- 👤 **[Instagram Profile Scraper](https://apify.com/myagizm/instagram-profile-scraper-v2)** — followers, following, posts count, bio, external link and verified flag in bulk.
- 🖼️ **[Instagram Post Scraper](https://apify.com/myagizm/instagram-post-scraper-v2)** — posts with likes, comments, captions, hashtags and media URLs.
- 🎬 **[Instagram Reel Scraper](https://apify.com/myagizm/instagram-reel-scraper-v2)** — reels with plays, likes, comments, duration and video URLs.
- 💬 **[Instagram Comment Scraper](https://apify.com/myagizm/instagram-comment-scraper-v2)** — comments with author, likes, reply count and timestamps.
- 🧑🤝🧑 **[Instagram Followers Scraper](https://apify.com/myagizm/instagram-followers-scraper-v2)** — the follower or following list of an account.
- ❤️ **[Instagram Post Likers Scraper](https://apify.com/myagizm/instagram-likers-scraper-v2)** — the accounts that liked a post.
- 📸 **[Instagram Stories Scraper](https://apify.com/myagizm/instagram-stories-scraper-v2)** — 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](https://apify.com/myagizm/tiktok-profile-scraper-v2)** · **[TikTok Video Scraper](https://apify.com/myagizm/tiktok-video-scraper-v2)** · **[TikTok Hashtag Scraper](https://apify.com/myagizm/tiktok-hashtag-scraper-v2)** · **[TikTok Comments Scraper](https://apify.com/myagizm/tiktok-comments-scraper-v2)**
- 🐦 **[X (Twitter) Tweets Scraper](https://apify.com/myagizm/x-tweets-scraper)** · **[X Profile Scraper](https://apify.com/myagizm/x-profile-scraper)** · **[X Trends Scraper](https://apify.com/myagizm/x-trends-scraper)**
- 👔 **[LinkedIn Profile Scraper](https://apify.com/myagizm/linkedin-profile-scraper)** · **[LinkedIn Company Scraper](https://apify.com/myagizm/linkedin-company-scraper)** · **[LinkedIn Jobs Scraper](https://apify.com/myagizm/linkedin-jobs-scraper)**
- 🤖 **[Reddit Scraper](https://apify.com/myagizm/reddit-scraper-v2)** · **[Reddit Search Scraper](https://apify.com/myagizm/reddit-search-scraper-v2)** · **[Reddit Subreddit Scraper](https://apify.com/myagizm/reddit-subreddit-scraper-v2)**
- ▶️ **[YouTube Channel Scraper](https://apify.com/myagizm/youtube-channel-scraper)** · **[YouTube Comment Scraper](https://apify.com/myagizm/youtube-comment-scraper)** · **[YouTube Transcript Scraper](https://apify.com/myagizm/youtube-transcript-scraper)**
- 🗺️ **[Google Maps Scraper](https://apify.com/myagizm/google-maps-scraper)** · **[Google News Scraper](https://apify.com/myagizm/google-news-scraper)**
Browse everything on the **[myagizm store profile](https://apify.com/myagizm)**.
***
### Use the data with AI agents (MCP) {#mcp}
The Instagram Hashtag Scraper is available through the **Apify MCP server**, so AI assistants can call it as a tool and pull hashtag posts 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:
- 🔍 **Hashtag research** — "compare engagement across these five hashtags and recommend three."
- 📣 **UGC roundup** — "list posts mentioning our brand hashtag this week."
- 📈 **Trend watch** — "what themes dominate the top posts for this hashtag?"
- 🤝 **Creator discovery** — "find accounts under 50k followers posting in this niche."
***
### 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)
```bash
curl -X POST "https://api.apify.com/v2/acts/myagizm~instagram-hashtag-scraper-v2/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
-H "Content-Type: application/json" \
-d '{"hashtags": ["travel", "vanlife"], "resultsType": "top", "resultsLimit": 200}'
```
#### Start a run asynchronously
```bash
curl -X POST "https://api.apify.com/v2/acts/myagizm~instagram-hashtag-scraper-v2/runs?token=YOUR_APIFY_TOKEN" \
-H "Content-Type: application/json" \
-d '{"hashtags": ["travel", "vanlife"], "resultsType": "top", "resultsLimit": 200}'
```
#### Fetch dataset items later
```bash
curl "https://api.apify.com/v2/acts/myagizm~instagram-hashtag-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](https://apify.com/myagizm/instagram-hashtag-scraper-v2/issues)**. Please include the input you used so we can reproduce and fix it quickly.
***
### FAQ {#faq}
#### What is the difference between top and recent?
`top` returns the best-performing posts Instagram ranks for the hashtag; `recent` returns the newest ones. `all` combines both.
#### Can I scrape several hashtags in one run?
Yes. Every row carries the `hashtag` field so multi-hashtag runs stay separable.
#### Why do some hashtags return fewer results?
Instagram limits or gates some hashtags, and very niche tags simply have fewer public posts. When `recent` is thin, try `top`.
#### Can I filter by date?
Use `recent` and cap the run; the newest posts come first, so a small limit is effectively a recent-window filter.
#### 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 hashtag scraper · scrape instagram hashtag · instagram hashtag research tool · trending instagram hashtags · instagram top posts by hashtag · instagram recent posts hashtag · instagram ugc discovery · instagram campaign monitoring · hashtag analytics instagram · instagram hashtag data export · instagram hashtag api alternative · scrape hashtag without login · instagram hashtag posts csv · instagram trend tracking · ig hashtag scraper · instagram influencer discovery hashtag
***
### 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](https://docs.apify.com/api/v2) — run actors and fetch datasets programmatically.
- 🤖 [Apify MCP server](https://mcp.apify.com) — use this actor as a tool in Claude, ChatGPT, and Cursor.
- 📤 [Dataset export docs](https://docs.apify.com/platform/storage/dataset) — export to JSON, CSV, Excel, and XML.
- ⏰ [Scheduling actor runs](https://docs.apify.com/platform/schedules) — keep your data fresh automatically.
- 🔌 [Apify integrations](https://docs.apify.com/platform/integrations) — n8n, Zapier, Make, Slack, and more.
- 🏪 [myagizm store profile](https://apify.com/myagizm) — the full family of no-login scrapers.
***
## 中文说明 —— Instagram 话题标签抓取工具
**按话题标签抓取 Instagram 帖子** —— 不需要登录、Cookie、Graph API 应用或 access token。填入一个或多个标签并选择 **top（热门）**、**recent（最新）** 或 **all**，即可返回每条帖子的正文、话题标签、@提及、点赞、评论数、播放量、媒体地址、发布时间与作者信息。适合标签研究、UGC 收集、活动监控与趋势跟踪。
> **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
- \#️⃣ **按标签抓取帖子**，一次可多个标签。
- 🔝 **可选 top / recent / all**。
- 📊 **互动指标** —— 点赞、评论、观看、播放。
- 🖼️ **媒体地址** —— 全分辨率图片与 **MP4 直链**。
- 📝 **正文** + 已提取的标签与 @提及。
- 👤 **发帖者信息** —— 用户名、数字 ID、认证状态。
- 🌍 **发现品牌标签下的 UGC 内容**。
- 📈 **定时监控活动标签**的增长。
- 🏷️ **每行都带来源 `hashtag`**，多标签运行也能拆分。
- 📤 **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
- 🧠 **内容与 SEO** —— 研究哪些标签在细分领域真正有流量。
- 📣 **活动运营** —— 监控品牌标签并实时收集 UGC。
- 🛒 **电商与趋势捕手** —— 及早发现上升的产品与审美风格。
- 🤝 **红人挖掘** —— 找到细分领域里的中腰部创作者。
- 📊 **市场研究** —— 构建标签数据集衡量注意力变化。
### 可以抓取哪些数据
| 字段 | 类型 | 说明 |
|------|------|------|
| `id` | string | Instagram 媒体 ID |
| `shortcode` | string | 帖子链接中的短码 |
| `url` | string | 帖子直达链接 |
| `type` | string | `Image`、`Video` 或 `Sidecar`（多图） |
| `productType` | string | `feed`、`clips`（Reels）、`igtv`、`story` |
| `caption` | string | 完整正文 |
| `hashtags` | array | 正文中的话题标签（纯字符串） |
| `mentions` | array | 正文中 @ 到的账号 |
| `likes` | number | 点赞数（作者隐藏时为 `null`） |
| `comments` | number | 评论数 |
| `views` | number | 视频播放次数 |
| `plays` | number | Reels / 视频播放量 |
| `isVideo` | boolean | 是否为视频 |
| `videoUrl` | string | 视频 MP4 直链 |
| `videoDuration` | number | 视频时长（秒） |
| `displayUrl` | string | 全分辨率图片或封面地址 |
| `takenAt` | string | 发布时间（ISO） |
| `takenAtEpoch` | number | 发布时间（Unix 时间戳） |
| `isPinned` | boolean | 是否被作者置顶 |
| `location` | object | 带地点标记时返回 |
| `owner` | string | 作者用户名 |
| `ownerId` | string | 作者数字 ID |
| `ownerVerified` | boolean | 作者是否认证 |
| `hashtag` | string | 该帖子来自哪个标签 |
| `resultsType` | string | 来自 `top` 还是 `recent` |
> 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 话题标签抓取工具](https://apify.com/myagizm/instagram-hashtag-scraper-v2)。
2. 在 *Hashtags* 填入标签（带不带 `#` 都可以）。
3. 选择结果类型：`top`、`recent` 或 `all`。
4. （可选）设置 **Max posts per hashtag**。
5. 点击 **▶ Start** 并导出数据。
### 输入示例
```json
{
"hashtags": [
"travel",
"vanlife"
],
"resultsType": "top",
"resultsLimit": 200
}
```
### 输出示例
```json
{
"id": "3950867429905819600",
"url": "https://www.instagram.com/reel/DbUTP6yMmha/",
"type": "reel",
"likes": 1507,
"owner": "_brookeleanne",
"plays": 14343,
"views": 14343,
"caption": "Our first full day in Chicago was such a vibe 🙂↔️ stay tuned for day 2\n#momlife #chicago #vlog #travel #explorepage",
"hashtag": "travel",
"isVideo": true,
"ownerId": "397077837",
"takenAt": "2026-07-28T00:57:16.000Z",
"comments": 48,
"hashtags": [
"#momlife",
"#chicago",
"#vlog",
"#travel",
"#explorepage"
],
"isPinned": false,
"location": "Chicago, IL",
"mentions": [],
"videoUrl": "https://scontent-yyz1-1.cdninstagram.com/o1/v/t2/f2/m86/AQOvfMnEPvWJGJ68ciuxrjcEb7jATZCyhyFqnRMep0CyIztWH_-RTOP19AkiqMsl4Es13N__HIDqqiS3v5_uvRLEZUFlRtalNaVHa-4.mp4?_nc_cat=101&_nc_sid=5e9851&_nc_ht=scontent-yyz1-1.cdninstagram.com&_nc_ohc=yGdck8DVx-kQ7kNvwHeBVQ3&efg=eyJ2ZW5jb2RlX3RhZyI6Inhwdl9wcm9ncmVzc2l2ZS5JTlNUQUdSQU0uQ0xJUFMuQzMuNzIwLmRhc2hfYmFzZWxpbmVfMV92MSIsInhwdl9hc3NldF9pZCI6MTY1MjEzNzk4NjI0MjkyMSwiYXNzZXRfYWdlX2RheXMiOjAsInZpX3VzZWNhc2VfaWQiOjEwMDk5LCJkdXJhdGlvbl9zIjoxMjAsInVybGdlbl9zb3VyY2UiOiJ3d3cifQ%3D%3D&ccb=17-1&vs=d67bdf1d6731002&_nc_vs=HBksFQIYUmlnX3hwdl9yZWVsc19wZXJtYW5lbnRfc3JfcHJvZC9FODQ5NzMwMDQ3Q0E2NDRGRTg4RDJFRDc0NEZBQzNBMV92aWRlb19kYXNoaW5pdC5tcDQVAALIARIAFQIYUWlnX3hwdl9wbGFjZW1lbnRfcGVybWFuZW50X3YyLzU2NEY0QjMwRDUwNzM1RjBBMjE0Q0M4NkI1RjkzMjk4X2F1ZGlvX2Rhc2hpbml0Lm1wNBUCAsgBEgAoABgAGwKIB3VzZV9vaWwBMRJwcm9ncmVzc2l2ZV9yZWNpcGUBMRUAACbS5dGci6fvBRUCKAJDMywXQF4AAAAAAAAYEmRhc2hfYmFzZWxpbmVfMV92MREAdf4HZeadAQA&_nc_gid=7b_nRtt3FAtuGkBeuQMscA&_nc_zt=28&_nc_ss=7a3ba&oh=00_AQBcSGagtbm6d-dJfw0znw4jQdpQdImpHxIlTFfgIsNHtQ&oe=6A6A2886",
"shortcode": "DbUTP6yMmha",
"displayUrl": "https://scontent-yyz1-1.cdninstagram.com/v/t51.71878-15/757460379_27828267230102939_1226800660126636685_n.jpg?stp=dst-jpg_e15_tt6&_nc_cat=108&ig_cache_key=Mzk1MDg2NzQyOTkwNTgxOTczOA%3D%3D.3-ccb7-5&ccb=7-5&_nc_sid=58cdad&efg=eyJ2ZW5jb2RlX3RhZyI6IkNMSVBTLnhwaWRzLjY0MC5zZHIudmlkZW9fbmZyYW1lX2NvdmVyX2ZyYW1lLkMzIn0%3D&_nc_ohc=O10xN5DNsVwQ7kNvwE2SsLO&_nc_oc=AdrgzLXdmU5E5ouDxG8bEPPISmrDd2qTL6DVZhQPy-KTiy6eYbI7vqjNFMSTYppqb40&_nc_ad=z-m&_nc_cid=0&_nc_zt=23&_nc_ht=scontent-yyz1-1.cdninstagram.com&_nc_gid=7b_nRtt3FAtuGkBeuQMscA&_nc_ss=7a3ba&oh=00_AQBPLrtlaY9L_thjfxN6_pQ3RUd4AEtS4jke97in_uE12g&oe=6A6E4299",
"sourceType": "instagram",
"productType": "clips",
"resultsType": "top",
"takenAtEpoch": 1785200236,
"ownerVerified": true,
"videoDuration": 120
}
```
### 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](https://apify.com/myagizm/instagram-hashtag-scraper-v2)。
### 使用建议
- 🔝 **对标用 `top`，监控用 `recent`**。
- 🏷️ 一次跑多个相关标签，比较中位点赞数，找出竞争最小的那个。
- 📈 每天定时跑 `recent`，即可得到活动标签的增长曲线。
- 👤 从 `owner` 字段挖掘中腰部红人。
- 🧹 同时用 `top` + `recent` 时请按 `id` 去重。
### 其他 Instagram 数据
- 👤 **[Instagram 账号资料抓取工具](https://apify.com/myagizm/instagram-profile-scraper-v2)** —— 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](https://apify.com/myagizm/instagram-post-scraper-v2)** —— 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](https://apify.com/myagizm/instagram-reel-scraper-v2)** —— 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](https://apify.com/myagizm/instagram-comment-scraper-v2)** —— 抓取评论的作者、点赞数、回复数与时间。
- 🧑🤝🧑 **[Instagram 粉丝列表抓取工具](https://apify.com/myagizm/instagram-followers-scraper-v2)** —— 导出账号的粉丝或关注列表。
- ❤️ **[Instagram 点赞用户抓取工具](https://apify.com/myagizm/instagram-likers-scraper-v2)** —— 导出为某条帖子点赞的账号。
- 📸 **[Instagram 快拍抓取工具](https://apify.com/myagizm/instagram-stories-scraper-v2)** —— 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](https://apify.com/myagizm/tiktok-profile-scraper-v2)** · **[TikTok 视频抓取](https://apify.com/myagizm/tiktok-video-scraper-v2)** · **[TikTok 话题抓取](https://apify.com/myagizm/tiktok-hashtag-scraper-v2)** · **[TikTok 评论抓取](https://apify.com/myagizm/tiktok-comments-scraper-v2)**
- 🐦 **[X（推特）推文抓取](https://apify.com/myagizm/x-tweets-scraper)** · **[X 账号资料抓取](https://apify.com/myagizm/x-profile-scraper)** · **[X 热门趋势抓取](https://apify.com/myagizm/x-trends-scraper)**
- 👔 **[LinkedIn 个人资料抓取](https://apify.com/myagizm/linkedin-profile-scraper)** · **[LinkedIn 公司抓取](https://apify.com/myagizm/linkedin-company-scraper)** · **[LinkedIn 职位抓取](https://apify.com/myagizm/linkedin-jobs-scraper)**
- 🤖 **[Reddit 抓取](https://apify.com/myagizm/reddit-scraper-v2)** · **[Reddit 搜索抓取](https://apify.com/myagizm/reddit-search-scraper-v2)** · **[子版块抓取](https://apify.com/myagizm/reddit-subreddit-scraper-v2)**
- ▶️ **[YouTube 频道抓取](https://apify.com/myagizm/youtube-channel-scraper)** · **[YouTube 评论抓取](https://apify.com/myagizm/youtube-comment-scraper)** · **[YouTube 字幕抓取](https://apify.com/myagizm/youtube-transcript-scraper)**
- 🗺️ **[Google 地图抓取](https://apify.com/myagizm/google-maps-scraper)** · **[Google 新闻抓取](https://apify.com/myagizm/google-news-scraper)**
全部工具见 **[myagizm 商店主页](https://apify.com/myagizm)**。
### 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。
```bash
curl -X POST "https://api.apify.com/v2/acts/myagizm~instagram-hashtag-scraper-v2/run-sync-get-dataset-items?token=YOUR_APIFY_TOKEN" \
-H "Content-Type: application/json" \
-d '{"hashtags": ["travel", "vanlife"], "resultsType": "top", "resultsLimit": 200}'
```
把 `format` 改成 `json`、`csv`、`xlsx` 或 `xml` 即可导出不同格式。
### 常见问题
**top 和 recent 有什么区别？**
`top` 是平台排序的热门帖子，`recent` 是最新帖子，`all` 两者合并。
**能一次抓多个标签吗？**
可以，每行都带 `hashtag` 字段。
**为什么有些标签结果很少？**
平台会限制部分标签，冷门标签本身公开帖子也少。`recent` 太少时可以改用 `top`。
**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 话题标签抓取 · 抓取 instagram 标签 · instagram 标签研究工具 · instagram 热门标签 · 标签热门帖子抓取 · 标签最新帖子抓取 · instagram ugc 收集 · instagram 活动监控 · 标签数据分析 · instagram 标签数据导出 · 标签 api 替代 · 免登录抓取标签 · instagram 趋势跟踪 · ig 标签采集
# Actor input Schema
## `hashtags` (type: `array`):
Hashtags to scrape, with or without the leading #.
## `resultsType` (type: `string`):
Which part of the hashtag feed to pull.
## `resultsLimit` (type: `integer`):
Hard cap on how many posts this run returns per hashtag. Expect roughly 1000 posts per 3 minutes, so keep this under about 2000 to stay inside the 10-minute run limit.
## Actor input object example
```json
{
"hashtags": [
"nasa",
"space"
],
"resultsType": "all",
"resultsLimit": 50
}
```
# Actor output Schema
## `results` (type: `string`):
All scraped results as structured JSON.
# API
You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.
## JavaScript example
```javascript
import { ApifyClient } from 'apify-client';
// Initialize the ApifyClient with your Apify API token
// Replace the '' with your token
const client = new ApifyClient({
token: '',
});
// Prepare Actor input
const input = {
"hashtags": [
"nasa",
"space"
],
"resultsLimit": 50
};
// Run the Actor and wait for it to finish
const run = await client.actor("myagizm/instagram-hashtag-scraper-v2").call(input);
// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
console.dir(item);
});
// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs
```
## Python example
```python
from apify_client import ApifyClient
# Initialize the ApifyClient with your Apify API token
# Replace '' with your token.
client = ApifyClient("")
# Prepare the Actor input
run_input = {
"hashtags": [
"nasa",
"space",
],
"resultsLimit": 50,
}
# Run the Actor and wait for it to finish
run = client.actor("myagizm/instagram-hashtag-scraper-v2").call(run_input=run_input)
# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item)
# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start
```
## CLI example
```bash
echo '{
"hashtags": [
"nasa",
"space"
],
"resultsLimit": 50
}' |
apify call myagizm/instagram-hashtag-scraper-v2 --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=myagizm/instagram-hashtag-scraper-v2",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Instagram Hashtag Scraper V2",
"description": "Scrape Instagram hashtag feeds with guaranteed delivery — top and recent posts for any hashtag. Returns media URLs, caption, likes, comments, views, owner and timestamps. Deep pagination, no login.",
"version": "0.1",
"x-build-id": "D5FCcDaoCfT0QHRE9"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/myagizm~instagram-hashtag-scraper-v2/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-myagizm-instagram-hashtag-scraper-v2",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/myagizm~instagram-hashtag-scraper-v2/runs": {
"post": {
"operationId": "runs-sync-myagizm-instagram-hashtag-scraper-v2",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK",
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/myagizm~instagram-hashtag-scraper-v2/run-sync": {
"post": {
"operationId": "run-sync-myagizm-instagram-hashtag-scraper-v2",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
}
},
"components": {
"schemas": {
"inputSchema": {
"type": "object",
"properties": {
"hashtags": {
"title": "Hashtags",
"type": "array",
"description": "Hashtags to scrape, with or without the leading #.",
"items": {
"type": "string"
}
},
"resultsType": {
"title": "Results type",
"enum": [
"all",
"top",
"recent"
],
"type": "string",
"description": "Which part of the hashtag feed to pull.",
"default": "all"
},
"resultsLimit": {
"title": "Max posts per hashtag",
"minimum": 1,
"maximum": 2000,
"type": "integer",
"description": "Hard cap on how many posts this run returns per hashtag. Expect roughly 1000 posts per 3 minutes, so keep this under about 2000 to stay inside the 10-minute run limit.",
"default": 50
}
}
},
"runsResponseSchema": {
"type": "object",
"properties": {
"data": {
"type": "object",
"properties": {
"id": {
"type": "string"
},
"actId": {
"type": "string"
},
"userId": {
"type": "string"
},
"startedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"finishedAt": {
"type": "string",
"format": "date-time",
"example": "2025-01-08T00:00:00.000Z"
},
"status": {
"type": "string",
"example": "READY"
},
"meta": {
"type": "object",
"properties": {
"origin": {
"type": "string",
"example": "API"
},
"userAgent": {
"type": "string"
}
}
},
"stats": {
"type": "object",
"properties": {
"inputBodyLen": {
"type": "integer",
"example": 2000
},
"rebootCount": {
"type": "integer",
"example": 0
},
"restartCount": {
"type": "integer",
"example": 0
},
"resurrectCount": {
"type": "integer",
"example": 0
},
"computeUnits": {
"type": "integer",
"example": 0
}
}
},
"options": {
"type": "object",
"properties": {
"build": {
"type": "string",
"example": "latest"
},
"timeoutSecs": {
"type": "integer",
"example": 300
},
"memoryMbytes": {
"type": "integer",
"example": 1024
},
"diskMbytes": {
"type": "integer",
"example": 2048
}
}
},
"buildId": {
"type": "string"
},
"defaultKeyValueStoreId": {
"type": "string"
},
"defaultDatasetId": {
"type": "string"
},
"defaultRequestQueueId": {
"type": "string"
},
"buildNumber": {
"type": "string",
"example": "1.0.0"
},
"containerUrl": {
"type": "string"
},
"usage": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "integer",
"example": 1
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
},
"usageTotalUsd": {
"type": "number",
"example": 0.00005
},
"usageUsd": {
"type": "object",
"properties": {
"ACTOR_COMPUTE_UNITS": {
"type": "integer",
"example": 0
},
"DATASET_READS": {
"type": "integer",
"example": 0
},
"DATASET_WRITES": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_READS": {
"type": "integer",
"example": 0
},
"KEY_VALUE_STORE_WRITES": {
"type": "number",
"example": 0.00005
},
"KEY_VALUE_STORE_LISTS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_READS": {
"type": "integer",
"example": 0
},
"REQUEST_QUEUE_WRITES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_INTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"DATA_TRANSFER_EXTERNAL_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
"type": "integer",
"example": 0
},
"PROXY_SERPS": {
"type": "integer",
"example": 0
}
}
}
}
}
}
}
}
}
}
```