Review your startup financial model before fundraising. Learn what investors look for, common model red flags, and when founders should pressure-test assumptions.
Q2 2026 AI M&A Multiples by Funding Stage: What 156 Acquisitions Reveal
Analyze AI M&A multiples by funding stage using 156 acquisitions. See where AI companies get acquired, where EV/Revenue peaks, and why averages mislead.
Cybersecurity Series B Valuations: What Separates the 7x Companies from the 24x Companies
Why do some cybersecurity Series B companies trade at 7x and others at 24x? Data from 48 companies across 9 niches shows what actually drives the gap.
Cybersecurity Valuation Multiples Q2 2026: The Comps Most People Are Using Are Wrong
Why cybersecurity valuation benchmarks mislead, and how to fix them. Public, private, and M&A multiples across 265 companies, 9 niches, Q2 2026.
Fintech Founders Are Raising at 16x and Exiting at 6x. Here Is the Math.
Fintech founders raise at 16x and exit at 6x. The math by segment, when the compression hits, and where M&A offers a way out.
Startup Valuation Methods: When to Use DCF, Comparables, or the VC Method
Three startup valuation methods, three different answers. Learn when to use DCF, comps, or the VC method, and why the choice matters.
Fintech Valuation Multiples Q1 2026: What the Averages Are Hiding
Most fintech benchmarks cite averages. The average EV/Revenue is 14.5x. The median is 7.6x. Here is what that gap means for founders and investors benchmarking a deal.
Startup Financial Models: What a Second Look Reveals
Startup financial models often look solid but break under investor scrutiny. Learn what investors actually look for and how to strengthen your assumptions.
AI Can Build Your Startup Financial Model. But It Can’t Make It Investor-Ready.
AI can build startup financial models fast, but investors evaluate the logic underneath. Learn what makes a financial model truly investor-ready.