Last verified: 2026-07-05T00:00:00+00:00

Best For

  • Paid-subscription discovery where price is visible
  • High-social-proof rails based on public like count
  • Frequent-posting and high-activity filters
  • Cross-platform creator discovery cards
  • Location-aware browsing where public location is listed

Not Ideal For

  • True follower/subscriber ranking because the public source exposes likes, not subscriber count
  • Treating third-party source text as creator-submitted copy
  • Header-led cards until a rights-approved banner/header image is supplied
  • Interaction-heavy filters until the creator's engagement style is confirmed
  • Hosted profile or banner imagery until rights-approved media is supplied