How to Scrape Instagram Accounts by Category or Keywords in Bio?

·Mar 30, 2026 10:43 AM·

Hi all! Hope you are very well, Someone know if is a way to scrap accounts from instagram based on their category or some keywords in their bio? In case yes, what is the best way to do it?

1 comment

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How to Scrape Instagram Accounts by Category or Keywords in Bio?

Juan C.

·Mar 30, 2026 10:43 AM·

Hi all! Hope you are very well, Someone know if is a way to scrap accounts from instagram based on their category or some keywords in their bio? In case yes, what is the best way to do it?

1 comment

· Sorted by Oldest

Honourable A.
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so yeah there's a way to do this, by using Apify. my advice would be to run it in two steps, first use the hashtag scraper or the search scraper to find accounts in bulk based on hashtags or keywords, then take the profiles that look relevant and run them through the profile scraper (still apify) to get the full bio and details - to see which is a match to what you looking for. So import data to clay and then run the rest stuff lmk if you want more clarification

Honourable A.
·
·
so yeah there's a way to do this, by using Apify. my advice would be to run it in two steps, first use the hashtag scraper or the search scraper to find accounts in bulk based on hashtags or keywords, then take the profiles that look relevant and run them through the profile scraper (still apify) to get the full bio and details - to see which is a match to what you looking for. So import data to clay and then run the rest stuff lmk if you want more clarification