Instagram Keyword Profile Scraper avatar

Instagram Keyword Profile Scraper

Pricing

from $0.005 / result

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Instagram Keyword Profile Scraper

Instagram Keyword Profile Scraper

Discover public Instagram profiles built from keywords, then return enriched profile details in bulk.

Pricing

from $0.005 / result

Rating

0.0

(0)

Developer

VulnV

VulnV

Maintained by Community

Actor stats

1

Bookmarked

2

Total users

1

Monthly active users

an hour ago

Last modified

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Instagram Profile Finder by Keyword

Find Instagram profiles matching any keyword or niche and extract their public details β€” including bio, follower count, business category, and email address.

Enter a keyword like "vegan bakery London" or "fitness coach" and the actor returns a list of matching Instagram profiles with their full public data.


What you get

Each result is one enriched Instagram profile:

FieldDescription
profile_urlFull Instagram profile URL
full_nameDisplay name
biographyBio text
followersFollower count
followingFollowing count
posts_countNumber of posts
emailEmail address extracted from bio or structured data
external_urlWebsite link(s) from the profile
is_business_accountWhether the account is a business/creator account
business_category_nameBusiness category (e.g. "Travel", "Fitness", "Food")

Example output

{
"profile_url": "https://www.instagram.com/veganbakerylondon",
"full_name": "The Vegan Bakery London",
"biography": "Plant-based cakes & pastries 🌱 London | Orders: hello@veganbakerylondon.co.uk",
"followers": 18400,
"following": 612,
"posts_count": 304,
"email": "hello@veganbakerylondon.co.uk",
"external_url": ["https://veganbakerylondon.co.uk"],
"is_business_account": true,
"business_category_name": "Bakery"
}

Input

FieldRequiredDescription
Keywordβœ…Any word, phrase, or niche (e.g. fitness coach, london florist)
Max Resultsβ€”How many profiles to return. Default: 100. Set to 0 for no limit.

Use cases

  • Influencer outreach β€” Find creators in any niche and reach out via their bio email
  • Lead generation β€” Build targeted lists of Instagram businesses by category
  • Market research β€” Discover who's active in a given space
  • Agency prospecting β€” Find potential clients by service type or location

How it works

  1. Searches Google for Instagram profiles matching your keyword
  2. Filters results to profile pages only (no posts, reels, or explore pages)
  3. Deduplicates matches across search pages
  4. Enriches each profile with full public Instagram data
  5. Stops as soon as your Max Results limit is reached

Pricing

This actor uses pay-per-result billing at $0.005 per profile.

Examples:

  • 100 profiles: ~$0.50
  • 500 profiles: ~$2.50
  • 1,000 profiles: ~$5.00

Notes

  • Only public Instagram profiles are returned
  • Email addresses are extracted from bio text and structured profile data where available β€” not all profiles will have one
  • Results may vary by keyword specificity and region