VibeScore Instrument / Fashion Audit
What does this
fashion work feel like?
Drop a campaign image, lookbook shot, or product page URL. The engine returns a 0-1000 VibeScore, an 8-emotion read, and a fashion-vertical lens benchmarked against the category.
01
The score
A 0-1000 VibeScore for the creative: dominant emotion, purity, and signal quality from a four-model consensus. No single model decides the read.
02
The fashion lens
The 8-emotion vector is translated into fashion-relevant signals: aspiration, desire, belonging, status, edge, ease. Each signal shows its strength and what drives it.
03
The benchmark
How this creative lands versus the fashion vertical average. A delta, a sample size, and a bar chart. Honest comparison, not a grade.
Instrument live
Score a fashion creative now
Drop an image or paste a product/lookbook URL. Click "Load sample" to run the demo streetwear drop and see the scored read.
Drop campaign image or lookbook shot
JPG, PNG, WebP, HEIC
Mock build: file name is captured, engine reads the sample
Mock build. No live engine call is made. "Score this creative" renders static sample analysis. Real wiring connects to /api/vibe-engine.
How the read is scored
01
Intake
Image or URL passed to the engine. Visual elements are read as emotional input, not described text.
02
Score
Four models read the creative in parallel. 8 Plutchik emotions scored 0-100 each. Consensus via z-score.
03
Translate
The emotion vector is mapped to fashion-vertical signals. Aspiration, desire, belonging, status, edge, ease.
04
Benchmark
Score compared against the fashion vertical average. Delta shown. Sample size reported.
Fashion-vertical signals
Aspiration
How far above daily life the creative positions the product. Driven by joy + anticipation above trust.
Desire
The wanting response. High anticipation + surprise without anxiety produces the clearest desire signal.
Belonging
In-group pull without exclusion. Trust-dominant reads correlate with belonging; fear-dominant reads suppress it.
Status
Elevated positioning with restraint. Status reads require trust below the surface; pure fear is not status.
Edge
Controlled tension. Anger and fear at moderate levels produce edge. High disgust collapses it to repulsion.
Ease
Approachability and comfort. Joy-dominant, low-fear reads. Inversely correlated with edge.
Signals are derived from the emotion vector, not asserted by the engine. The engine reports the read; the lens translates it.
One engine. Many doors.
Fashion Audit is one instrument in the VibeScore suite. Every read here shares a ledger with Ad+Vantage, Transcribe, and World Wide Vibes. The data compounds.