TikTok Creator Graph

The agency mapped a 150-creator graph in the fitness niche on TikTok for $1.50 via Scavio API calls, identifying 3 collaboration clusters and a bridge creator connecting fitness and nutrition communities who became the cornerstone of their cross-category campaign.

TikTok Creator Graph is relevant to TikTok. Scavio provides a unified API to access data from all of these platforms.

TikTok creator graph analysis maps the social structure of TikTok's creator ecosystem. By querying follower and following relationships through APIs, you can identify which creators follow each other (indicating awareness and potential collaboration), find bridge creators who connect otherwise separate niche communities, and discover emerging creators being followed by established ones (early signal of rising talent). Data collection uses TikTok follower/following API endpoints. Scavio provides user/followers and user/followings endpoints at $0.005/request each. Building a creator graph for a niche: (1) start with 10-20 known creators in the vertical, (2) query each creator's following list (who they follow), (3) query followings' follower counts to filter to creators (not personal accounts), (4) identify mutual follows (strong connection signal), (5) expand the graph by querying second-degree connections. Cost to map a 200-creator niche graph: ~400 API calls (200 follower queries + 200 following queries) x $0.005 = $2.00. Refresh monthly for $2/month per niche. Graph analysis outputs: creator clusters (groups that heavily follow each other, likely collaborators), hub creators (followed by many in the niche but following few, indicating authority), bridge creators (connecting two otherwise separate clusters, valuable for cross-niche campaigns), and rising creators (recently followed by multiple established creators, indicating momentum). Business applications: influencer marketing (identify optimal creator partners based on network position, not just follower count), competitive intelligence (map which creators work with competitor brands), campaign planning (find creator clusters for coordinated launches), and talent scouting (discover emerging creators before they become expensive). The graph approach reveals that a 50K-follower creator at the center of a dense cluster may drive more campaign value than a 500K-follower creator with no community connections.