Instagram Highlights Scraper

What does Instagram Highlights Scraper do? 🤔

An Instagram Highlights Scraper is a powerful Instagram scraper tool that helps you automatically extract Instagram Highlights from any public profile. This Instagram highlight scraper works as a dedicated Instagram story highlights scraper and Instagram highlights downloader, allowing you to scrape Instagram highlights without manual screen recording.

Instead of manually checking content, this Instagram highlights scraping tool collects, organizes, and exports highlight data instantly. If you want to scrape Instagram highlights, download Instagram highlights, or use an Instagram highlights extractor, this tool simplifies the entire process.

For marketers, researchers, and content creators, an Instagram Highlights Scraper tool is a major advantage. It allows you to study Instagram highlights examples, analyze competitor strategies, perform bulk Instagram highlights scraping, or back up your own content. Since Highlights play a huge role in branding and engagement, using an Instagram data scraper provides structured outputs for analytics and automation.

Whether you're exploring how Instagram highlights work or need bulk Instagram highlights downloader capabilities for research, this solution supports automation at scale.

🛠️ Support and Feedback

• 🐞 Bug reports: Open a ticket in the repository Issues section
• ✨ Custom solutions or feature requests: Contact our team 📧 Email: dev.scraperengine@gmail.com

What Instagram Highlights can I extract? 📊

Here’s what an Instagram highlights data scraper or Instagram highlights extractor tool can fetch:

Data Type	Description
Highlight Title	Name of the Instagram Highlight.
Highlight ID	Unique identifier for each highlight.
Highlight Cover	The cover image of the highlight.
Highlight Stories	All stories saved inside the highlight.
Timestamps	When each story was uploaded.
Media URLs	Direct links to videos or images.
Profile Metadata	Info about the Instagram profile owner.

Using a bulk Instagram highlights scraping tool, you can extract this data across multiple profiles automatically.

This replaces manual collection and enables structured datasets for marketing research, automation pipelines, or competitor tracking.

⭐ Key Features of Instagram Highlights Scraper

Using an Instagram Highlights Scraper online, Instagram highlights scraper API, or Instagram scraper GitHub project, you get:

• ⚡ Fast & Automated Extraction – Fully automated Instagram highlights scraping without manual effort.

• 📁 Structured Data Output – Export JSON or CSV for analytics dashboards and BI tools.

• 🌍 Scalable Bulk Scraping – Supports bulk Instagram highlights scraper operations across multiple accounts.

• 🔍 Research-Ready Data – Ideal for Instagram highlights data extraction and competitive analysis.

• 🖼 Media Downloading – Acts as an Instagram highlights downloader tool to save images and videos.

• 🔑 Free & Paid Options – Available as Instagram highlights scraper free plans or premium automation tools.

• 💻 Cross-Platform – Works as an Instagram highlights scraper online free tool or local software.

• 🛠 Developer Support – Accessible via Instagram highlights scraper GitHub, API integrations, and automation scripts.

This makes it a complete Instagram automation scraper for marketers and developers.

How to use Instagram Highlights Scraper 🛠

Follow these steps to use the Instagram highlight scraper tool:

• 🔗 Enter Profile URL – Add the public username or link.

• 📂 Select Data Fields – Choose titles, media, timestamps, or full metadata.

• ▶️ Run the Scraper – Launch the Instagram scraping tool (web-based, API, or script).

• ⏳ Automated Extraction – The Instagram bulk scraper fetches highlights instantly.

• 📑 Export Data – Download structured datasets in JSON or CSV.

• 📊 Analyze Results – Use scraped data for insights, automation, or reporting.

Whether you use an Instagram highlights scraper online, an API, or a developer script, the workflow remains fast and efficient

🎯 Use Cases of Instagram Highlights Scraper

An Instagram Highlights Scraper tool supports multiple industries:

• 📈 Marketing & Branding – Analyze Instagram highlights examples using a competitive Instagram scraper.

• 🏪 E-commerce – Monitor promotions with a bulk Instagram scraper.

• 🎓 Academic Research – Use Instagram highlights data scraping for structured datasets.

• 📰 Journalism – Archive stories using an Instagram media scraper.

• 🎥 Content Creators – Backup videos with an Instagram highlights downloader.

• 💡 Competitive Intelligence – Perform automated Instagram scraping to track engagement strategies.

Instead of screen recording Instagram highlights manually, an automated Instagram highlights scraper gives instant structured output.

Why choose us? 💡

There are tools like scraper-instagram or Apify, but our Instagram Highlights Scraper API and Instagram automation scraper tool offer stronger performance.

• ✅ Reliable & Secure – Unlike random Instagram highlights scraper downloads, our system ensures stability.

• 🚀 Scalable Automation – Built for bulk Instagram highlights scraping at scale.

• 📊 Clean Structured Output – JSON and CSV ready for BI integration.

• 💻 Multi-Device Access – Available as Instagram highlights scraper online and API-based.

• 🔒 Privacy-Aware – Designed for responsible Instagram scraping.

• 🛠 Developer-Focused – Flexible APIs for building custom Instagram scraping automation systems.

When comparing Instagram highlights scraper free vs paid, scalability and data structure make the difference.

How many results can you scrape with Instagram Highlights Scraper? 📈

Scalability is where a true bulk Instagram highlights scraper stands out.

Instead of manual methods, an Instagram scraping automation tool allows you to:

• ✅ Extract hundreds of highlights from a single profile.

• ✅ Collect thousands of highlight stories in bulk.

• ✅ Run scraping across multiple profiles at once.

• ✅ Export everything into structured datasets for deeper analysis.

Small businesses may scrape 50–100 highlights. Agencies may perform bulk Instagram highlights extraction daily across hundreds of accounts. Researchers can generate large cross-industry datasets using an Instagram data scraping tool.

Whether using an Instagram highlights scraper online or API-based solution, automation prevents bottlenecks.

Is it legal to scrape Instagram Highlights? ⚖️

The legality of Instagram scraping depends on usage:

• ✔️ Allowed: Scraping public Instagram highlights for personal use, academic research, or competitor analysis (if you respect data ownership).

• ❌ Not Allowed: Using scraped data for spam, unauthorized redistribution, or violating Instagram’s Terms of Service.

Always keep in mind:

• 📌 Use ethical scraping practices.

• 📌 Respect privacy policies and local regulations (like GDPR).

• 📌 Avoid scraping private accounts or sensitive data.

Responsible use of an Instagram Highlights Scraper tool ensures compliance.

Input Parameters 📝

{
  "proxyConfiguration": {
    "useApifyProxy": true
  },
  "startUrls": [
    "https://www.instagram.com/swarnika.verma_/",
    "mrbeast"
  ]
}

Example JSON input:

{
    "input_url": "https://www.instagram.com/swarnika.verma_/",
    "username": "swarnika.verma_",
    "user_id": "72037592921",
    "type": "instagram_highlights",
    "id": "highlight:18268617304253172",
    "title": "ootd🧜🏻‍♀️",
    "cover_media": "https://scontent-iad3-1.cdninstagram.com/v/t51.2885-15/539801128_2012810779456663_6793137489593827889_n.jpg?stp=dst-jpg_s150x150_tt6&_nc_ht=scontent-iad3-1.cdninstagram.com&_nc_cat=107&_nc_oc=Q6cZ2QHlqkGgKYU4UVa8j50bN7NQdZTn9uv5oubWpeFc07LLedWBCHZEogse3rRaNBPy2UA&_nc_ohc=eKFP7cSHCccQ7kNvwEPmAK0&_nc_gid=hsGihAG63NtKJw6-ERvEdg&edm=AGXveE0BAAAA&ccb=7-5&oh=00_AfriAgc_488jge4IZaEMcDNdhB1glZoCjnmjXyCtK1lgiQ&oe=6973DBA3&_nc_sid=522435",
    "success": true,
    "error": null,
    "timestamp": "2026-01-19T11:09:47.418381+00:00"
  },

Parameter	Description
profile_url	Instagram profile link.
include_media	Whether to extract images/videos.
include_timestamps	Fetch upload dates & times.
download_limit	Maximum number of highlights to scrape.

Output Format 📂

Example JSON output:

Field	Description
highlight_title	Title of the Instagram Highlight.
highlight_id	Unique highlight identifier.
cover_image	URL of highlight cover.
stories	Array of stories saved inside the highlight.
media_url	Link to image or video.
timestamp	Time when the story was posted.

🔗 What are other Instagram scraping tools?

If you want to scrape specific Instagram data, you can use any of the dedicated scrapers below for faster and more targeted results.
Just enter Instagram usernames, profile URLs, post links, hashtags, locations, or keywords and start scraping instantly.

📱 Instagram Profile Phone Number Scraper by Keyword	👥 Instagram Related Person Scraper
📝 Instagram Post Scraper	🎬 Instagram Reels Scraper
🎞️ Instagram Single Reels Scraper	📂 Instagram Profile Post Scraper
📺 Instagram Profile Reels Scraper	👤 Instagram Profile Scraper
📢 Instagram Mentions Scraper	📊 Instagram Followers Count Scraper
🏷️ Instagram Tagged & Mentions Posts Scraper	🔖 Instagram Tagged Posts Scraper
📈 Instagram Related Hashtag Stats Scraper	💬 Instagram Comments Scraper
📩 Instagram DM Automation	📍 Instagram Location Scraper
#️⃣ Instagram Hashtag Scraper	🔥 Instagram Posts Scraper (Cheapest)
📧 Instagram Email Scraper	📨 Instagram Profile Email Scraper by Keyword
📞 Instagram Phone Number Scraper	☎️ Instagram Profile Phone Number Scraper

🤔 FAQ – Instagram Highlights Scraper

Q1: Can you screen record instead of using an Instagram Highlights Scraper?

👉 Yes, but an Instagram highlights scraping tool is automated and structured.

Q2: How do Instagram Highlights work?

👉 Highlights are saved story collections pinned to profiles.

Q3: Can I download Instagram Highlights?

👉 Yes, using an Instagram highlights downloader or Instagram highlights extractor.

Q4: Is there an Instagram Highlights Scraper GitHub project?

👉 Yes, developers can find Instagram scraper GitHub repositories.

Q5: Is there an Instagram Highlights Scraper free option?

👉 Yes, some platforms provide Instagram highlights scraper free plans.

Q6: Does it support bulk scraping?

👉 Yes, advanced tools offer bulk Instagram highlights scraping automation.

Q7: Is this the same as a general Instagram scraper?

👉 No. A general Instagram scraper collects posts or profiles, while this tool focuses specifically on highlights.