Company Knowledge
Coming SoonGo beyond job descriptions. Understand company culture, values, and team dynamics to find opportunities where you’ll truly thrive.
Company insights & intelligence
Aggregated data from public sources, employee reviews, and company communications to give you the full picture.
Culture indicators
Engineering culture, work-life balance, remote policies, and team structure
- • Tech stack and tooling preferences
- • Meeting culture and collaboration style
- • Growth and learning opportunities
Team composition
Who you’d be working with, reporting structure, and team dynamics
- • Manager backgrounds and tenure
- • Team size and growth trajectory
- • Cross-functional collaboration patterns
Values alignment
Company values, mission statements, and whether they walk the talk
- • Stated values vs. employee sentiment
- • DEI initiatives and progress
- • Community and social impact
Growth signals
Funding, revenue, and growth indicators that affect job stability
- • Recent funding rounds and runway
- • Hiring velocity and trends
- • Product market fit indicators
Culture fit signals
We’ll automatically flag potential culture mismatches and highlight strong alignments based on your identity graph and the company’s profile.
- ✓
Work style matching
Compare your preferences (remote, async, etc.) to company norms
- ✓
Values resonance
Identify shared values and potential friction points
- ✓
Career trajectory fit
Assess whether company offers growth paths you care about
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Custom company models
We’re researching ways to train custom models on company-specific data—job descriptions, engineering blogs, product docs—to better predict fit and culture alignment.
Join our advisory council to help shape this feature →Want early access?
Company Knowledge is in development. Sign up to be notified when we launch.
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