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Photo analysis report
These are subjective estimates produced by an AI model from a single image, not measurements. Another run could score the same photo differently. Use them to compare your own photos, not as a grade.
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Craft breakdown
Each score is a subjective AI estimate of one photographic property. Dimensions that don't apply to this photo are marked "Not applicable".
Estimated visual emphasis
An estimate of which elements carry the most visual weight, based on contrast, focus, scale and placement. This is not eye-tracking, and no viewers were observed.
Marker positions are the model's estimate of where the most visually prominent elements sit.
Standout and distinctiveness
Rated in broad bands rather than percentages. A percentage here would imply a measured rate of some human behaviour, which nothing in this tool measures.
Background
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In summary
How to read this report
This assesses a photograph, not a person. Every score describes a property of the image — exposure, framing, subject separation, focus, colour, legibility. Nothing here is a judgement of character, competence, trustworthiness, or worth, and this tool will not make one.
Scores are estimates, not measurements. They come from a language model looking at one image. They have no error bar and would vary between runs. They are most useful for comparing two of your own photos for the same use.
Nothing here predicts an outcome. This tool cannot tell you whether a photo will lead to a reply, a match, an interview, or an offer, and will not claim to.
The emphasis map is an estimate. It is the model's reading of which elements are visually prominent. It is not eye-tracking and represents no observed viewer.
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Original written report
Preserved from the earlier version. Earlier scores use a different method.