How to Automatically Extract Emails and Bio Links from Instagram Coach Profiles with 10k+ Followers

·Apr 07, 2026 10:25 AM·

Hello everyone! Ive been playing around with Clay a lot and im stuck on an pretty interesting problem. I target coaches on instagram with over 10k followers. Getting the leads has already been sorted through the Apify profile scraper, the problem im having is getting an agent to reliably go to the instagram url, check the links they have in their bio, or an email directly in there, and also any other way to try to find the email i havent even thought of... Any advice or maybe even solutions for that i dont know aboout? Thanks for the help in advance!

12 comments

· Sorted by Oldest

Igor S.
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Hey Rok, can you please clarify: which inputs you already have at this point such as name, last name, instagram profile link etc?
Rao M.
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I believe u should scrap their websites from profile bio & get the emails from those websites
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Rok P.
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Igor S. Hello! I have their instagram profile link, and all the links in their bio as input. I made a claygent that works pretty well using Clays Argon model, which open she links and also checks the links inside the (example: opens linktree - finds facebook in there - opens that and finds the email there). I was wondering if there is any existing solution that does research like that reliably :)
Rok P.
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Rao M. thats the issue😬 most of them end up not having any website linked, or if it is its a linktree or a sponsor
Igor S.
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Rok P. I don’t have a definite answer to this but I can share my process. What I’d do is test multiple solutions:
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See if there is a native integration in Clay that does that
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Use AI/Claygent
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Try Apify actor
4.
Try Rapid API actor
Compare the results then go ahead with the solution that gives me the best value/money.
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Rok P.
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Igor S. Thanks for the input Igor! Just a follow up on 3. is there any specific Apify actor for that?
Igor S.
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I haven’t used one myself, but I know someone who might have used one. I will reach out to him and get back to you asap.
Rok P.
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Igor S. Appreciate that!!!
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Igor S.
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Any time!
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Igor S.
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Rok P. this is the actor a Claygency owner used to get the job done
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Rok P.
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Igor S. thanks man! taking a look :)
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Joseph S.
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just sent a DM!