Scrape Creators

1. what it does

One API key; endpoints for every major platform. You can fetch a YouTube channel's videos, pull a full transcript, search videos programmatically, grab all posts from a LinkedIn profile, or scrape TikTok data without touching any anti-scraping logic yourself. The API handles that for you.

The in-dashboard API playground lets you explore every endpoint instantly, with Node.js, Python, and curl snippets ready to copy. The founder added their own video explainers directly in the dashboard. Nice touch.

2. what worked

Integration is fast. From API key to working Bun script: minutes. The AI assistant prompt you can copy from the dashboard paired well with Claude Code. It generated typed fetch code, hit the endpoint, and logged the full transcript correctly on the first run.

Transcript quality is solid. YouTube auto-generates transcripts and Scrape Creators surfaces them cleanly, with language metadata and per-segment entries. Enough to pipe into a blog post, newsletter, or social clip.

Use cases stack up fast. Transcripts for repurposing content; competitor video search; TikTok data for analytics tools; LinkedIn post history for personalized outreach; thumbnail fetching for tools that score or improve them. One API, a lot of surface area.

3. what did not work

The AI assistant prompt ships with Axios. You do not need Axios today; native Fetch covers it. Small thing but AI agents add unnecessary dependencies when the prompt suggests them.

No TypeScript SDK. The playground spits out snippets but there is no typed SDK. AI coding agents work significantly better with typed interfaces; an SDK would improve the code generation quality out of the box.

LinkedIn results depend on profile visibility. I could not pull my own posts because my profile is private. That is a LinkedIn limitation, not a Scrape Creators bug, but worth knowing before you build on that endpoint.

4. verdict

Scrape Creators does exactly what it says. The API is clean, the playground makes exploration instant, and real integration takes minutes. If you need social data without building scrapers, this is the straightforward answer.

Two things I would add: native Fetch in the AI prompt, and TypeScript SDKs. Both are polish, not blockers. The core works well.

Best for: developers building tools that consume social data: content repurposing, lead research, creator analytics, or anything that needs YouTube, TikTok, LinkedIn, or Reddit data without fighting anti-bot mechanisms.