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BytesAgainBytesAgain
🦀 ClawHub

Pickfu Market Research

by @justinchen

Run consumer research surveys with PickFu to get real human feedback in minutes — generate images, validate product names, compare logos and packaging, test...

📋 Tips & Best Practices

  • One question, one concept — don't combine two questions into one
  • Neutral, non-leading prompts — "Which do you prefer?" not "Which looks more professional?"
  • Match type to goalhead_to_head for A/B, ranked for ordering 3+, open_ended for exploratory
  • Keep it short — 1-3 questions ideal, 5+ risks fatigue
  • Use images when possible — visual options get more engaged responses
  • Be specific — "Which would you click in search results?" beats "Which do you like?"
  • Question types

    | Type | Best for | Options | |------|----------|---------| | head_to_head | A/B comparison | Exactly 2 | | ranked | Preference ordering | 3-8 | | open_ended | Free-form feedback | 0-1 | | single_select | Pick one favorite | 3-8 | | multi_select | Select multiple | 3-8 | | emoji_rating | Quick sentiment | 0-1 | | star_rating | 1-5 stars + feedback | 0-1 | | click_test | Heatmap clicks | 1 (image) | | five_second_test | First impressions | 1 (image) | | screen_recording | User interaction | 0-1 |

    Targeting and reporting

    Discover available options:

  • CLI: npx --yes @pickfu/cli@latest targeting list --json and reporting list --json
  • MCP: Call list_available_targeting and list_available_reporting
  • Sample sizes

    15 (quick signal), 30-50 (standard), 100 (high confidence), 200-500 (large-scale validation)

    Countries

    US (default), CA, AU, DE, GB, JP, MX, ES, FR, IT, KR, BR, ZA, PL

    Present the full design to the user for approval before creating.

    View on ClawHub
    TERMINAL
    clawhub install pickfu-market-research

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