About us
We read culture
through behaviour.
KWL is a cultural-intelligence company. We read how a market behaves — what it plays, watches, searches and reads, daily — and translate it into how a brand should speak. Our product line is Cadence: a behavioural decision-support layer for strategists — the behavioural cultural read, with a receipt for every number.
What we believe
That culture leaves a trail in behaviour, and that trail is more honest than a survey. People tell a panel what they think they should say; they tell a chart, a search box and a watchlist what they actually do. We read the second thing — continuously, from public and licensed sources — and we show our working.
The discipline
We pre-register what we test and we publish the result — including the failures. We tested whether our signal predicts demand four times; it didn’t clear a saleable bar, and we said so, in full, with the code. So we sell the descriptive read, not a forecast. In a category built on confident guesses, that honesty is the point — every figure in a Cadence report traces to a named public source and date.
We publish gaps, not padding
Where a signal isn’t in yet, we say so — we don’t fill the space with softer claims. A Cadence edition ships the layers that are measured and flags the ones still in collection, rather than padding the report to look complete. We show what’s in, and we flag what isn’t. An honest gap builds more trust than a confident guess.
How we’re built
KWL
The commercial front: the product, the relationships, the editorial voice, and the cultural read itself.
NPILABS
The engineering partner: the music data, the KARLA data platform and the pipelines that keep the signal flowing.
Underneath: 8+ years of daily worldwide charts, a 150M-song audio corpus, and a working multi-source pipeline — music, screen, attention, search-intent, news tone & themes, brand activity and macro. Entertainment-data infrastructure since 2016, pointed since 2026 at a higher-value question: how does a market feel, and what should a brand do about it.
A decade in the data.
From entertainment-data infrastructure to brand-facing cultural intelligence — the timeline.
Read our history →The France edition is open.
The proof of craft — a full behavioural country read, every number receipted.
Read the France edition