PromptVault
Data & ResearchFreeBeginner

Survey responses checked for low-effort patterns

For survey owners judging whether inattentive responding could distort their findings.

Works with
  • Gemini
  • Claude
The prompt138 words · 2 blanks

Analyze [response_summary] for low-effort responding in a [survey_mode] survey. Use the Response

The full prompt is in the app

Free — no subscription needed. Fill in the blanks there, then copy it into Claude.

What you fill in

  • Response-quality evidence[response_summary]ExampleCompletion times, item responses, missingness, device type, and attention checks
  • Collection mode[survey_mode]ExampleSelf-administered web survey

How to use it

  1. 1Open it in PromptVault. Find it in Data & Research, or search for “Survey responses checked for low-effort patterns”.
  2. 2Fill in the 2 blanks. response-quality evidence and collection mode — the only things the prompt cannot know.
  3. 3Copy and paste it into Claude. It also works with Gemini.

About this prompt

Survey responses checked for low-effort patterns” is a beginner data & research prompt. For survey owners judging whether inattentive responding could distort their findings. It is 138 words long and written to get a usable answer on the first message, in Gemini and Claude or any other chat assistant. Good for: survey design, analysis, statistics, beginner friendly and feedback. Like every prompt in PromptVault, it was written and edited in-house, and it works offline once the app is installed.