Response Quality

Response Quality is AI-powered analysis that automatically detects low-quality or inattentive submissions, so you can trust the data behind your results. It looks for speeding, straight-lining, gibberish, profanity, and other tell-tale signs of careless responses.

Turning It On

The Response Quality card appears at the top of the Summary report in your survey’s Analyze tab.

  1. Open your survey and go to the Analyze tab
  2. Find the Response Quality card on the summary report
  3. Flip the switch from Disabled to Enabled

Your existing responses are queued for analysis in the background, and new responses are checked automatically as they arrive. Results appear on the card within a short while.

Response Quality is available on Professional, Team Professional, and Enterprise plans. On other plans the card shows an Upgrade option instead of the switch.

Reading the Results

Once enabled, expand the card to see three headline stats: how many responses were Checked, how many were Flagged, and an Avg. Quality score out of 100%. A flag breakdown lists exactly what was found.

FlagWhat it means
SpeedingCompleted a page far faster than the expected reading time
Straight-liningPicked the same answer for several questions in a row
Matrix patternPredictable pattern in a matrix question (e.g. A, B, A, B)
Short responseOpen-ended answer much shorter than average
Single charAn answer that is just one meaningless character
GibberishRandom or nonsensical text
ProfanityInappropriate language
Copy-pastedAnswer text closely matches the question

Each response also carries a Quality badge in the Responses view. Click it to see the score and the specific issues detected. See Individual Results for more.

Auto-Hiding Low-Quality Responses

Within the card you can enable Auto-hide low quality responses and set a threshold with the slider. Responses scoring below it are hidden automatically, and Apply to existing responses sweeps ones you already collected. Hidden responses stay out of your charts and exports until you choose to show them.


Need help? Browse more articles in the Analysis section.

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