AI-Synthesized Consumer Archetypes

See the archetype before it's obvious.

Zeitgeist pulls from thousands of live signals — social, retail, resale, search, editorial — and fuses them into one composite picture of the top-performing version of any item, precisely broken down by who's buying it.

Live Composite

The Top Couch

Cohort: Ages 25–34 · college-educated · household income $100K+ · New York City

Resale listings 88%
Social signal 81%
Search trend 76%
Retail sell-through 69%
Editorial press 54%

Composite result: low, curved bouclé sectional in warm oat — 78–84" wide, under $2,200, sourced 3.4× more often in this cohort than any other silhouette.

What We Do

One archetype, assembled from everything at once.

Instead of a single survey or a single platform's trending page, Zeitgeist triangulates across every source that reveals real behavior — then resolves it into one confident answer, for the cohort you actually care about.

Composite Modeling

Our models don't average — they resolve. Conflicting signals are weighted by recency, volume, and reliability to converge on the single item that best represents the archetype.

Cohort Precision

Slice by age, income, education, geography, and psychographic tags together — not a single blunt demographic. Get the couch for exactly your buyer, not "young professionals" in general.

Continuous Signal

Archetypes are living outputs, not one-time reports. As sourcing shifts week to week, the composite updates — so you're reacting to where taste is going, not where it was.

Who It's For

Built for people who have to guess right, not just often.

Any team that needs to know what "the good one" looks like for a specific buyer — before committing budget to it.

Retail merchandisers Brand & product strategy DTC founders Trend forecasting teams Category buyers Investors doing category diligence Creative & innovation studios

Want to see your category's archetype?

Tell us the item and the cohort — we'll walk you through a sample composite.

Talk to us