Company Spotlights
What to Look for in an AI Startup Employer
Admin
March 12, 2026
7 min read
Not all AI startups are created equal. Here's how to evaluate them.
## 1. Funding and Runway
- **Series A+**: More stable, better comp
- **Seed**: Higher risk, more equity potential
- **Ask:** "What's your current runway?"
- **Red flag:** Less than 12 months runway
## 2. Technical Team
- **Leadership:** Check founders' backgrounds (LinkedIn)
- **Publications:** Do they publish research?
- **Engineering:** What % are senior engineers?
- **Ask:** "Tell me about your tech leads"
## 3. AI Differentiation
- **Real AI or AI-washing?** Ask about their models
- **Data moat:** Do they have proprietary data?
- **Technical depth:** Custom models or just API calls?
## 4. Product-Market Fit
- **Customers:** Do they have paying users?
- **Growth:** What's the MoM/YoY growth?
- **Market:** Is the market growing or saturated?
## 5. Compensation
- **Equity:** 0.1-1% for senior roles at Series A
- **Base:** Should be 80-100% of big tech
- **Ask:** "What's your valuation and dilution expectation?"
## Red Flags
- Vague about technology
- No technical co-founder
- Overpromising capabilities
- Poor Glassdoor reviews
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