Instagram Scraping Options

Like Facebook, Instagram is owned by Meta and shares its aggressive stance against scraping: most content requires a login, and the markup changes often enough to break DIY scrapers. You generally have three routes: Meta's own API, a commercial managed scraping service, or an open-source scraper you run and maintain yourself.

Official Route: Meta's Instagram Platform

• Instagram Platform / Graph API (opens new window) — lets a Business or Creator account manage its own posts, comments and insights. It does not let you pull arbitrary public profiles or hashtags you don't own — that's a common misconception behind "instagram scraper api" searches.

Commercial Scraping Services

• Bright Data — Instagram Scraper API (opens new window) — managed endpoints for profiles, posts, reels, comments and hashtags, returned as structured JSON; handles proxies and CAPTCHAs.
• Apify — Instagram Scraper (opens new window) — Apify's own actor for profiles, posts, hashtags and search results, priced per result.
• RapidAPI — Instagram Scraper API2 (opens new window) — one of several independently-run Instagram listings on the RapidAPI marketplace, billed per request through a single API key.

Priced on usage and limited to publicly visible data — check current terms before committing to a plan.

Open-Source Options

• Instaloader (opens new window) — the most actively maintained open-source Instagram scraper. Downloads public posts, stories, highlights and metadata via a Python CLI/library, no login required for public profiles. MIT-licensed and still receiving regular releases.
• PHPScraper itself can fetch and parse public Instagram HTML, but Instagram's login walls and bot detection make this unreliable at any real volume without extra tooling on top.

Real-World Use Case

• CrowdTangle (opens new window) — Meta's own public-content monitoring tool (covering both Facebook and Instagram) aggregated public posts, engagement metrics and cross-platform search into a single dashboard for researchers and newsrooms — a good reference for what a well-built public-content aggregation pipeline looks like, before it was retired in 2024.