How to Scrape Instagram Posts from Any Profile

Instagram is where a huge amount of marketing intelligence lives out in the open, and most people still gather it by scrolling. You open a profile, screenshot the good posts, jot down the like counts, and try to eyeball which content actually works. It falls apart the moment you need more than a handful of posts or want to compare a few accounts properly.

The faster way is to pull the profile's posts as data. You give the tool a username, and it returns the account's recent posts as rows, each with the caption, the like and comment counts, the post type and a link back to the original. Then you can sort by engagement, spot patterns, and export the lot. Here is how it works and what you can do with it.

Why pull posts instead of scrolling

Data beats a gut feel. When a creator's posts are sitting in a table, you can sort by likes and see in seconds which three posts carried the account, read the captions that hooked people, and work out how often they post. Do it across five competitors and you have a content plan built on what is already working in your niche, not guesswork. It is the difference between "their Instagram looks good" and knowing exactly which format, length and hook is pulling the numbers.

How to pull a profile's posts with Tooltap

The Instagram Post Scraper needs one thing to start: the profile. Here is the flow.

1. Add the profiles. Paste one or more Instagram usernames or profile URLs, one per line, to pull several accounts in a single run.
2. Set how many posts you want back per profile. Start around 20 to check the output, then raise it to go deeper into the account's history.
3. Run it. Posts come back as a table with captions, likes, comments and post type, newest first.
4. Sort and filter. Order by likes to surface the top content, or filter to just reels to see what is working in video.
5. Export. Send the table to CSV, copy it into a sheet, or push it to your CRM or an AI tool for the next step.

What people use this for

• Competitor research. Track what rival brands post, how often, and which posts land, so your content is informed by real results.
• Creator vetting. Before you pay for a collaboration, check a creator's real engagement across their recent posts rather than trusting the follower count.
• Content planning. Build a swipe file of the highest-performing posts in your niche and reverse-engineer the formats that work.
• Trend spotting. Watch a set of accounts over time and catch the themes and formats gaining traction early.

Doing this properly

The tool reads public posts, the same ones anyone can see by visiting the profile, and returns them as structured data on your instruction. It works with public accounts, not private ones. You are only charged for the posts that actually come back, and what you do with the data is your call: keep it to research and analysis, and respect Instagram's terms and the privacy rules that apply to you.