VibeScore Instrument / Image Analysis
What the image
is saying.
Drop a campaign visual, product shot, or social ad. The engine reads the emotional signal: what it registers, what is driving that read, and how confident the 4-model consensus is.
01
The score
A 0-1000 VibeScore and a dominant emotion. One number, one name. The full vector is underneath it.
02
The vector
All 8 Plutchik emotions scored. See which signals are high, which are near floor, and how they distribute across the image.
03
What is driving it
Composition, palette, expression, depth, motion texture. Each driver named and described. The read is never a black box.
Instrument live
Read an image now
Drop an image or paste a URL. Claude vision reads it into a faithful description, then the public VibeScore API scores it and returns the read.
Drop an image or click to select
JPG, PNG, GIF, WebP · up to 8 MB
No image selected
Your image is read by Claude vision into a faithful description, then scored through the public VibeScore API the same way a paying customer scores text. The engine never stores the image.
How the image is read
01
Decompose
The image is broken into signal channels: composition, palette, expression, depth, motion, and texture.
02
Score
Four models score each channel independently against the 8-emotion Plutchik basis. Parallel, not sequential.
03
Consensus
Z-score agreement across models. High divergence flags ambiguous signals and lowers the confidence rating.
04
Read
Dominant emotion, full vector, and the driver chain that explains why the image registers the way it does.
What this read is, and is not
This read is
- +A probabilistic signal read from visual structure and chromatic data.
- +A 4-model z-score consensus, not a single model opinion.
- +A read of how the image is likely landing, not how it will land for every viewer.
- +Transparent: every driver is named and explained.
This read is not
- -A guarantee of audience response or campaign outcome.
- -A claim about what the creator intended.
- -A cultural or demographic read (context not included).
- -A replacement for human creative judgment.
Emotion, measured.
Image Analysis is one instrument in the VibeScore suite. Every read shares a ledger with Ad+Vantage, Vibe Transcribe, Story Composer, and World Wide Vibes. The data compounds.