Technology Coverage interview questions

Technology coverage analysts regularly reconcile operating KPIs to reported growth before discussing a software issuer with investors.

A SaaS company begins the year with $100m of ARR. Existing customers expand by $12m, contraction is $4m, churn is $6m, and new customers add $18m. Calculate ending ARR, net revenue retention, gross revenue retention and…

Cybersecurity is a critical and growing sector. This tests understanding of the business model.

What are the common business models in cybersecurity, and how do they differ from traditional software?

Software business models are the foundation of tech coverage. This tests understanding of SaaS vs perpetual.

Explain the differences between SaaS and perpetual licensing business models. How do revenue recognition, economics, and valuation differ?

Gross margins are critical in software. This tests understanding of cost structure.

What drives gross margins in software companies, and what does margin compression indicate about the business?

A first-round technology coverage question testing whether you can describe a software company's customer and competitive position precisely.

A company sells workflow software only to dental practices, while another sells collaboration software to nearly any office. Explain which is vertical software and which is horizontal software, then compare their growth,…

The Rule of 40 is the core software valuation framework. This tests understanding of growth vs profitability.

Explain the Rule of 40 for software companies. How is it calculated, and what does it tell you about the company's balance of growth and profitability?

Cloud computing has transformed IT economics. This tests understanding of the shift to cloud.

What are the economics of cloud computing, and how does the shift from on-premise to cloud affect software companies and their customers?

Network effects are the strongest moat in technology. This tests understanding of competitive dynamics.

Explain how network effects work in technology businesses, and what determines whether they create sustainable competitive advantages?

Open source has disrupted software business models. This tests understanding of monetization.

What are the common business models for open source software companies, and how do they differ from traditional proprietary software?

Churn is the killer of SaaS economics. This tests understanding of customer retention.

What are the key churn metrics for software companies, and what do they tell you about product quality and competitive position?

CAC analysis determines unit economics. This tests understanding of go-to-market efficiency.

What are the key metrics for analyzing customer acquisition in software companies, and how do you assess whether acquisition economics are sustainable?

Embedded finance is transforming fintech. This tests understanding of the integration model.

What is embedded finance, and how do embedded finance companies make money? How does this differ from traditional financial services?

APIs have become a core business model. This tests understanding of platform economics.

What are the business models for API-first companies, and how do they differ from traditional software models?

A technology coverage analyst may be asked to prepare a rapid diligence plan when a client cites strong product usage ahead of an earnings update or sale process.

A collaboration-software company reports 45% growth in monthly active users but only 8% revenue growth, versus 25% revenue growth last year. You have one day before a management call. What would you test, and how would…

The core technical in any technology coverage interview.

How do you value a software company, and why doesn't the standard EV/EBITDA framework work well for one that's growing 40% a year?

AI is transforming technology. This tests understanding of the new business models.

What are the business models for AI companies, and how do they differ from traditional software economics?

Semiconductors are highly cyclical. This tests understanding of the chip industry dynamics.

What drives semiconductor cycles, and how do you assess where we are in the cycle? How does this affect valuation?

The purchase accounting quirk that distorts every software acquisition's first year.

A software company with $200m of deferred revenue is acquired. Why does the acquirer's reported revenue come in below expectations in year one?

A senior coverage interviewer uses this scenario to test whether you can turn customer concentration and AI economics into a defensible valuation recommendation.

An AI-infrastructure vendor has $80m of ARR, 60% growth and an 85% gross margin. Its largest customer supplies 45% of ARR under a one-year contract, and that customer is building a competing internal tool. Comparable…

Technology coverage interviewers use this to test whether a candidate can turn a bookings headline into a defensible revenue forecast.

A SaaS company reports 30% growth in total RPO, but only 12% growth in current RPO. Billings are flat, reported ARR grows 18%, and management points to several large three-year contracts signed late in the quarter. What…