Every platform that says "UAE market trends" is really describing the people who use it. The Compass publishes an honest account of which slice that is — and where it's thin.
What We Disclose
Signal quality score — A 0–100 composite combining user pool size, news source diversity, and language coverage
Who we see most — The demographic and professional profile of our active career intelligence pool
Where coverage is sparse — Sectors or communities where our data does not yet reflect the broader UAE workforce
News source diversity — Whether our signals come from a healthy spread of outlets or over-rely on a small number of sources
Benchmark freshness — When our comparison benchmarks were last reviewed against official UAE Labour Force Survey data
Why This Matters
Market signals sourced from a skewed user base will systematically over-represent some communities and under-represent others. We name those gaps rather than paper over them with confident-sounding aggregates.
What We Never Do
Present aggregated counts below minimum thresholds (typically N≥3 or N≥5)
Combine sensitive demographic dimensions in ways that could allow re-identification
Sell or share individual profile data with any third party