Data

Understand what is available before you order.

Browse the field library, see source-to-field availability, and review a masked sample. Availability varies by source, account, and geography — no record includes every field.

Data dictionary

Identity & profile

  • User ID
  • Username
  • Full name
  • Profile URL
  • Verified status
  • Account type

Biography & category

  • Biography
  • Account category
  • Business status

Contact availability

  • Email availability
  • Phone availability
  • Public contact signals

Followers & activity

  • Follower count
  • Following count
  • Post count
  • Last post date

Engagement

  • Engagement rate
  • Average likes
  • Average comments

Location & language

  • Location signal
  • Language signal

Business & creator

  • Business category
  • Running ads flag
  • Creator indicators

Content signals

  • Hashtags used
  • Mentions
  • Content topics

Freshness & provenance

  • Source
  • Collection timestamp
  • Record freshness

Source-to-field availability

Indicative availability by source. Actual availability depends on the account, geography, and selected enrichment.

FieldAccountPostHashtagLocationKeywordsMentions
Followers
Following
Posts
Email availability
Phone availability
Engagement rate
Location signal
Business category
Running ads flag

Masked sample record

A representative structured record with personal contact values masked.

{
  "username": "@examplebrand_us",
  "full_name": "Example Brand",
  "followers": 8412,
  "account_type": "business",
  "category": "Apparel",
  "email_available": true,
  "email": "j****@examplebrand.com",
  "engagement_rate": 3.8,
  "last_post_at": "2026-07-21T14:03:00Z",
  "source": "account:@examplebrand",
  "collected_at": "2026-07-28T09:11:00Z"
}

Data freshness

Records carry source and collection timestamps where supported.

Match & availability

Email and phone availability varies; 40–60% emails and ~50% phones on average.

Deduplication

Deduplication is applied within an order where supported; suppression lists can be selected.