Build something useful from public signals.
Practical notes for developers and creator teams. Working examples, clear limitations, and research you can check.
Agent workflows
A creator shortlist your team can actually review.
Build a sourced creator shortlist from supplied public handles with an AI agent skill, preserving available metrics, fetch dates, missing evidence and actual API costs.
API engineering
A free cache hit should still tell you how old the data is.
Choose API cache freshness deliberately, distinguish samples from real results, handle pagination and retries, and account for successful fresh lookup credits.
Start with a real workflow
Our guides cover the APIs that exist today. Planned search, transcript and video-analysis capabilities stay labeled as planned. Use the coverage report to check a workflow before building around it.