PickFu runs verified-panel polls for marketing and UX decisions — real people, a real API, a real track record. GetABrain is built for a single cheap judgment call your AI agent needs right now, not a research panel — $0.05 per answer, no minimum panel size.
No card required · from $0.05 per answer · 16 response types
PickFu's unit of work is a poll: a sized panel of real, verified people (15 to 1,000+), demographic targeting, and a structured, reasoned response from every respondent — genuinely strong tooling for testing an ad, a listing, or a package design, with its own real API and even an MCP server for agents. GetABrain's unit of work is smaller and cheaper on purpose: one query, one structured answer, no panel to fill, built to sit directly inside an AI agent's own decision loop — a human-approval gate, a fact-check, a quality rating — rather than stand alone as a research study.
| GetABrain.ai | PickFu | |
|---|---|---|
| Primary job | One judgment call inside an agent's own decision loop | Marketing/UX research polls (ads, listings, packaging) |
| Cost per response | $0.05 minimum, 15% fee included | ~$1 per response (~$15 minimum poll) |
| Minimum order | 1 response | 15-person panel minimum |
| Response formats | 16 types incl. voice/photo/video capture | 10 poll types incl. heatmap, 5-second test, screen recording |
| Integration | REST API, MCP server, npm & PyPI SDKs | REST API, CLI, MCP server |
| Respondent verification | Self-reported profile + behavioral anti-bot checks | Third-party-sourced, screened panel (15M+ people) |
| Demographic targeting | 8 self-reported fields (age, gender, education, and more) | Up to 4 of 100+ verified traits per poll |
| Try before you pay | $5 free credit, no card | One free 5-person poll, no card |
| Turnaround | Built for minutes-level turnaround (new platform, no track record yet) | Minutes to a few hours (established, real usage) |
Comparison compiled from public information, July 2026. PickFu is a trademark of its owner; this page is an independent comparison, not an affiliation.
Different job, genuinely different tool — no hard feelings.
Grab an API key and send your first query with $5 of free credit. One structured answer from a real person, built for fast turnaround — no panel to fill.