No WGSN, no trend-agency reports, no Pantone seasonal announcements go into our pipeline — as input, calibration, or sanity check. If we consumed industry forecasts, our predictions would converge on the same consensus everyone already has. Instead, every call is derived from primary evidence of what consumers are feeling and wearing. That independence is the point: when we agree with the consensus, it is corroboration; when we disagree, it is information you cannot get anywhere else.
Six steps, each leaving a trail you can inspect.
A forecast starts from a market scope — category, demographic, region, season — not from a color. We never start from "what color is trending" because that question already assumes someone else's answer.
For that scope we collect primary signals: runway looks from recent seasons, social conversation and visual signals, and cultural shifts visible in consumer behavior. Each signal is stored with its source so it can be cited later.
Signals are mapped to consumer emotion drivers using our P2VP framework — 25 emotions organized in 9 clusters across 3 groups. Emotion is the lens that explains why a signal matters: color adoption follows what consumers are feeling, not what the industry publishes.
Colors are derived inductively from the cited evidence — the palette is what the evidence supports, not a curation. If the evidence for a color is thin, the color does not make the forecast.
Each prediction carries a confidence score computed from its evidence: how much evidence supports it, how diverse the sources are, how recent the signals are, and whether independent signal types corroborate each other. The score is never an opinion — it is a property of the evidence shown next to it.
Seasonal calls are logged publicly before the season starts, then scored after the season lands — hits and misses alike. The track record is the methodology's accountability loop.
A confidence number with no visible basis is marketing. Ours is a function of the evidence displayed beside it — remove the evidence and the score falls.
How many independent signals support the prediction.
Runway, social, and cultural signals weigh more together than any one alone.
Fresh signals count more; stale signals decay out of the score.
When unrelated signal types point at the same emotion driver, confidence rises.
Every prediction in a Color Intelligence report lists the runway looks, social signals, and P2VP emotion drivers it rests on. If you cannot see why we called a color, treat the call as unmade — and tell us.
We log our seasonal calls publicly before each season and score them after it lands — hits and misses.