Image Review &
Image SurveyReal people feedback in 24 hours

Featured client studies & reports — image review, image survey, photo survey, image feedback

Which photo works best for a profile pic?

Profile picture review photo survey — candidate A
Profile picture review photo survey — candidate B
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Digital Art |

How visually appealing is this image?

Adventure game cover used in an image survey rating
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Image Survey |

Which logo has the winning look?

NHL Logo Florida Panthers
NHL Logo Edmonton Oilers
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Image Review |

How can I improve this drawing?

Art feedback image review — squirrel drawing
  • Needs stronger contrast
  • Check proportions of body parts
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Visual Survey |

Which flyer would you pick up?

Creative testing visual survey — colorful adoption event flyer
Creative testing visual survey — simple adoption event flyer
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How aesthetically pleasing is this logo?

Logo feedback picture evaluation — Oulun Kärpät logo
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Art Critique |

How would you make this image aesthetically more pleasing?

AI image review — squirrel drawing
  • Add more vibrant or brighter colors
  • Enhance figures & buildings
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How it works—steps to run an image review or visual survey with Judge My Image

  1. 1
    Upload your images

    Drag & drop or click to upload

  2. 2
    Get rated by real people

    Anonymous participants review your visuals

  3. 3
    Receive actionable insights

    Get a report summarizing the feedback in 24h

Watch How It Works

Why human feedback beats AI

Scientifically proved apparoch

In our paper, the human-feedback-guided revision led (55%), ahead of the original (35%) and the AI-feedback-guided one (10%).

n=110 (feedback), preference test across 3 images; χ²=32.96, p<0.001.

Real participants, unbiased ratings, privacy & confidentiality

Screened, fairly compensated participants rate your images and explain their choices in plain English. Responses pass quality checks, and your images and data remain private in a report you control.

Quotation bubble
Machines can measure pixels. Only people can measure beauty.

Pricing & turnaround

Grand Opening Sale!

Image Studies Starting at Just $5.99!

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Who uses Judge My Image

Short quotes from marketers, designers, artists, founders and more.

5 out of 5

Founders & MarketersCreative Testing(Image Survey)

Image Survey, Done in a Day

We ran an image survey and got statistically solid results overnight. Clear insights without weeks of waiting.

Marcus T.Growth Marketer
5 out of 5

Designers & AgenciesProduct Photo Selection(Image Survey)

Clear Winner from an Image Survey

Our team chose the best product shot with real image feedback. The winner lifted click-throughs noticeably.

Danielle R.Creative Director
5 out of 5

IndividualsProfile Picture Review(Photo Survey)

Profile Picture Review Built Confidence

The profile picture review made choosing easy. Honest comments helped me pick a photo I’m proud of.

Pekka L.Software Engineer
5 out of 5

Product TeamsUI Icon & Visual Testing(Visual Survey)

Creative Testing Sharpened Our UI

We used creative testing to compare icons and visuals. The feedback removed distractions and polished the app.

Oliver M.Indie App Developer
5 out of 5

Founders & MarketersLogo Feedback(Image Survey)

Logo Feedback That Closed the Deal

One logo stood out in the ratings and comments. The logo feedback made our client pitch a breeze.

Leon H.Startup Founder
5 out of 5

NonprofitsFlyer Selection(Visual Survey)

Flyer Visual Survey Saved the Campaign

A quick visual survey showed a clear flyer favorite. We printed it—and turnout doubled.

Sofia V.Nonprofit Coordinator
5 out of 5

Game DevelopersGame Cover Artwork(Image Review)

Image Review Validated My Game Cover

Player comments in the image review confirmed my draft cover. I shipped without second-guessing.

Ryan K.Game Designer
5 out of 5

Artists & IllustratorsArt Feedback(Image Review)

Art Feedback I Could Act On

Real art feedback—not vague praise. Notes on contrast and proportions made my redraw much stronger.

Anika J.Illustrator

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