The Shortlist Newsletter

Non-obvious patterns. One per issue.

Latest · Issue 07 · 2026-07-23

A growing market is not a reason.

Every deck has a why-now slide, and most just say the market is growing. In our set, 6 of 8 failures gave a reason that could describe fifty other companies. The winners named the exact thing that had just changed.

Read the issue →

Issue 06 · 2026-07-09

Who you start with.

The best co-founders were usually former coworkers, not friends. 28 of 35 winners had a relationship that predated the company.

Issue 05 · 2026-07-02

The demo was the tell.

A demo that outruns the product is the strongest fraud signal in the record. Theranos and Magic Leap both ended in collapse.

Issue 04 · 2026-06-18

More money, worse odds.

The four largest raises in our data all failed, roughly $18B combined. The burn multiple catches it while a company is still private.

Issue 03 · 2026-05-19

Winners show how many customers stay.

Every public SaaS winner disclosed a retention metric in their S-1. The failures that filed publicly chose not to.

Issue 02 · 2026-05-14

Ads don't save startups.

73% of failures bet on marketing. 18% of winners did. The single biggest gap in the dataset.

Issue 01 · 2026-05-05

The single-moat trap.

Every failure claimed one moat. Every winner claimed two or more. The data is binary.