Use cases

Social data workflows you can ship this week

Each page maps a real job — monitoring, creator vetting, agents, transcripts, research — to the endpoints and JSON fields you need. Same schema on every platform.

Listen, search, and alert

Scheduled keyword and hashtag polling with shared pagination and lookupStatus — you own dedupe, thresholds, and where alerts fire.

AI agents and automation

Typed tools for agent loops — MCP in Cursor or Claude, REST function calling, and POST /v1/ask for exploration before you pin explicit routes.

Transcripts and text extraction

Structured transcript text from video URLs when captions or speech matter more than view counts — typical for summarization and RAG pipelines.

Community and niche research

Sources keyword search on the large networks often skip — subreddit threads, Facebook groups, and the long-tail conversations where buyers complain honestly.

Agency delivery

One maintained schema across client accounts, metered credits per report run, and endpoints your PMs can explain on a statement of work.

How to use these pages

Most teams don't arrive looking for a social API — they have a cron job, warehouse table, or agent loop and a gap where public post data should land. These pages spell out which routes to call, how pagination and lookupStatus behave, and where credits deduct.

Pick the workflow that matches your job, not the platform list. Monitoring pages focus on scheduled search and dedupe; creator pages on profile plus recent posts before you approve spend; agent pages on MCP and function calling; research pages on Reddit and Facebook groups where keyword search misses the signal.

Every page includes runnable curl, a step-by-step workflow, and an honest comparison to DIY scraping. For vendor pricing, see the compare hub; for platform tutorials, see guides.

Same API underneath

Routes from different use cases compose in one integration. Auth, error codes, meta.requestId, and meta.creditsCharged look the same whether you're polling X search or fetching a TikTok transcript. Buy credits once; mix jobs without separate vendor contracts.

API reference · Compare vendors · Guides