Startup intelligence, written plainly.

How much should you raise at pre-seed (and what investors actually fund).

Pre-seed rounds have stretched from $500K to $3M+ over the last five years. The right number is not the average. It is the number that buys you eighteen months and a specific milestone.

What founder-market fit actually means (and why investors keep asking).

Founder-market fit is the most-used and least-defined phrase in venture. Here is what investors mean when they ask, and how to make the case credibly.

17 May 20267 min read

RESEARCH

Bottoms-up vs top-down TAM: which one investors actually trust.

Top-down TAM is faster to produce and easier to discredit. Bottoms-up TAM takes longer and survives diligence. Here is when each one is appropriate and how to build both.

Series A readiness checklist: what investors look for in 2026.

Series A bars have moved. The 2021 numbers no longer apply. Here is what investors actually want to see in 2026, with benchmarks and the metrics that earn a term sheet.

17 May 202610 min read

CAC payback period explained: the metric investors care about most.

CAC payback is the number that most often kills a Series A round. Here is how to calculate it correctly, what investors expect, and how to fix it when it is too long.

17 May 20267 min read

Cohort retention analysis for early-stage SaaS (the chart investors read first).

Cohort retention is the most honest chart in a SaaS deck. Here is how to build one investors trust, the shapes that signal fit, and the failure modes that kill rounds.

Five real moats for early-stage startups (and the fake ones investors ignore).

Most pitch decks claim a moat that is not a moat. Here are the five defensibility structures that actually compound, with examples and how to test for each.

17 May 20269 min read

How to write a YC application that survives diligence (specific examples).

Y Combinator gets 30,000+ applications per batch. The ones that get interviews are specific. Here is what specific looks like, with examples from accepted and rejected applications.

17 May 20269 min read

SAFE vs convertible note: which is right for your pre-seed round.

SAFEs and convertible notes look similar but have different mechanics. Here is the actual difference, when each one is appropriate, and the terms that matter most for founders.

17 May 20267 min read

How to build revenue projections that survive diligence.

Most startup revenue projections break the moment an investor builds their own model. Here is the methodology that produces forecasts investors trust.