Primary shop link
primaryShopLink
Optional
The first bio link - in practice the merchant's main storefront or link aggregator.
Instagram Merchant Profile & Bio-Link Extractor
Pricing
$3.50 / 1,000 profiles
Extract public Instagram business profiles: followers, engagement, business contact and address, and the bio links that are a merchant's real storefront (Shopee, Tokopedia, WhatsApp, webstore). For competitor mapping and lead generation. No login needed.
Pricing
$3.50 / 1,000 profiles
Rating
0.0
(0)
Developer
Faisal Ahdan naufal
Maintained by CommunityActor stats
0
Bookmarked
2
Total users
1
Monthly active users
a day ago
Last modified
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Input
_input
Optional
The username this record belongs to.
Source strategy
_source
Optional
S1-web-profile-info (richest: business contact + posts), S2-profile-html (page-embedded JSON: no business contact, no posts), S3-og-meta (degraded: rounded counts only), or none on failure.
Scraped at
_scrapedAt
Optional
UTC ISO 8601 timestamp when this profile was scraped.
Warning
_warning
Optional
Non-fatal degradation marker. 'counts_are_rounded_og_values' means follower/post counts came from Instagram's og tags and are rounded (e.g. 680K), not exact.
Error
_error
Optional
Present only on failure rows (INVALID_INPUT, NOT_FOUND, BLOCKED_AFTER_RETRIES, UPSTREAM_SHAPE_CHANGED, EMPTY_RESULT).
Error detail
_errorDetail
Optional
Free-form diagnostic detail, present only alongside _error.
Username
username
Optional
Instagram handle.
User ID
userId
Optional
Instagram's numeric account ID as a string.
Display name
fullName
Optional
Account display name.
Bio
biography
Optional
Profile bio text. For merchants this often carries store locations and ordering instructions.
Verified
isVerified
Optional
Whether the account carries a verification badge.
Private
isPrivate
Optional
Private accounts expose no posts.
Business account
isBusinessAccount
Optional
Whether Instagram flags this as a business account. API strategy only.
Professional account
isProfessionalAccount
Optional
Business or creator account. API strategy only.
Category
categoryName
Optional
Self-declared business category. API strategy only, and frequently null.
Followers
followers
Optional
Follower count. Exact from the API/HTML strategies; rounded when _warning says so.
Following
following
Optional
Accounts this profile follows.
Post count
postCount
Optional
Total posts on the account.
Profile picture
profilePicUrl
Optional
Profile image URL. Instagram CDN links are signed and expire.
Profile URL
profileUrl
Optional
Canonical instagram.com profile URL.
Business email
businessEmail
Optional
Public business email where the account publishes one. API strategy only.
Business phone
businessPhone
Optional
Public business phone number. API strategy only.
Contact method
businessContactMethod
Optional
How the account prefers to be contacted, e.g. CALL, EMAIL, TEXT. API strategy only.
Business city
businessCity
Optional
City from the account's business address. API strategy only.
Business street
businessStreet
Optional
Street address where published. API strategy only.
Business postcode
businessZip
Optional
Postcode where published. API strategy only.
Latitude
businessLatitude
Optional
Latitude of the business address. API strategy only.
Longitude
businessLongitude
Optional
Longitude of the business address. API strategy only.
Bio links
bioLinks
Optional
The links in the profile bio, each with url, title, linkType and a platform label. For a merchant this is the actual storefront - Instagram's l.instagram.com redirect wrapper is unwrapped to the real destination.
Bio link count
bioLinkCount
Optional
How many distinct bio links the profile publishes.
Primary shop link
primaryShopLink
Optional
The first bio link - in practice the merchant's main storefront or link aggregator.
Link platforms
linkPlatforms
Optional
Platform labels found across the bio links: SHOPEE, TOKOPEDIA, BLIBLI, LAZADA, TIKTOK, WHATSAPP, LINK_AGGREGATOR, SHOPIFY, OTHER, and so on.
Marketplaces
marketplaces
Optional
Just the marketplace platforms the merchant links to - where they actually sell.
Sells on a marketplace
sellsOnMarketplace
Optional
True when at least one bio link points to a marketplace rather than only a website or aggregator.
Has WhatsApp
hasWhatsApp
Optional
True when a bio link is a WhatsApp contact - the dominant order channel for many SEA merchants.
Posts per follower
postsPerFollower
Optional
Post count divided by followers - a crude posting-intensity measure.
Avg engagement per post
avgEngagementPerPost
Optional
Mean likes + comments across the fetched recent posts. Null when posts were not fetched.
Engagement rate %
engagementRatePercent
Optional
Average engagement per post as a percentage of followers, computed over the fetched posts only - a sample, not a lifetime average.
Recent posts
recentPosts
Optional
Recent posts with shortcode, url, caption, likes, comments, mediaUrl, videoUrl, mediaType and takenAt. Note mediaType is Instagram's media kind (feed/clips/igtv), not a shopping product type. Empty unless the API strategy succeeded and posts were requested.