2026 Rankings

Best TikTok Social Graph APIs in 2026

Map TikTok follower and following relationships via API. Five providers compared for social graph analysis capabilities and pricing.

The best TikTok social graph API in 2026 is Scavio, which provides dedicated follower and following endpoints with page_token+min_time pagination at $0.005/request. Map creator networks, find audience overlap, and identify connector accounts.

Top Pick

Scavio provides TikTok follower and following endpoints with proper pagination at $0.005/request, enabling network analysis and audience overlap detection.

Full Ranking

#1Our Pick

Scavio

Free 250/mo; $30/mo for 7K; $0.005/credit

Teams building influencer network analysis tools

Pros
  • Dedicated follower endpoint
  • Dedicated following endpoint
  • page_token+min_time pagination
  • Each follower includes profile data
  • Cross-platform network research
Cons
  • Sample-based not complete census
  • No pre-built network visualization
  • Requires custom graph analysis
#2

TikAPI

From $49/mo

TikTok-focused follower data access

Pros
  • Follower data available
  • TikTok-specialized
  • Developer documentation
  • Structured output
Cons
  • $49/mo minimum
  • Limited pagination depth
  • TikTok only
  • No following endpoint reported
#3

EnsembleData

From $100/mo

Enterprise social graph analysis

Pros
  • High volume follower data
  • Enterprise infrastructure
  • Multiple platforms
  • Structured output
Cons
  • $100/mo minimum
  • Enterprise only
  • Complex setup
  • Overkill for small projects
#4

Apify

$0.002/request

One-off follower list extraction

Pros
  • Low per-request cost
  • Cloud execution
  • Pay-per-use
  • Community scrapers
Cons
  • Scraping not API
  • Inconsistent follower data
  • No following lists
  • Rate limits from TikTok
#5

Phyllo

Custom pricing

Creator economy platforms needing verified data

Pros
  • Creator-consented data access
  • Verified audience metrics
  • Multiple platforms
  • Compliance-focused
Cons
  • Custom pricing only
  • Requires creator OAuth
  • Not for public data research
  • Complex integration

Side-by-Side Comparison

CriteriaScavioRunner-up3rd Place
Followers EndpointFull list with profile dataAvailable with limitsBulk extraction
Followings EndpointFull list with profile dataLimitedAvailable
Paginationpage_token + min_timeBasic cursorBatch delivery
Network AnalysisOverlap calculation possibleBasic follower countsAggregate metrics only
Pricing$0.005/page of 20$49/mo flat$100/mo flat
Cross-Platform6 platformsTikTok onlyMultiple social

Why Scavio Wins

  • Both follower and following endpoints with proper pagination enable complete network analysis. Calculate audience overlap between creators, find connector accounts, and map niche communities.
  • Each follower record includes profile data (username, follower count, video count, sec_uid), enabling immediate filtering by creator size and activity level without additional API calls.
  • page_token+min_time pagination handles TikTok's unique pagination pattern correctly. Other providers may offer basic cursor pagination that misses records or duplicates entries.
  • At $0.005/page of 20 followers, sampling 200 followers for each of 10 creators costs $2.50 total. This enables audience overlap analysis that marketplace tools charge $99-199/month to provide through dashboards.

Frequently Asked Questions

Scavio is our top pick. Scavio provides TikTok follower and following endpoints with proper pagination at $0.005/request, enabling network analysis and audience overlap detection.

We ranked on platform coverage, pricing, developer experience, data freshness, structured response quality, and native framework integrations (LangChain, CrewAI, MCP). Each tool was evaluated against the same criteria.

Yes. Scavio offers 250 free credits per month with no credit card required. Several other tools on this list also have free tiers, noted in the rankings.

Yes, some teams combine tools for specific edge cases. But most teams consolidate on one provider to reduce integration complexity and API key sprawl. Scavio's unified platform is designed to replace multi-tool stacks.

Best TikTok Social Graph APIs in 2026

Scavio provides TikTok follower and following endpoints with proper pagination at $0.005/request, enabling network analysis and audience overlap detection.