Founder valuation notes

Better numbers before the buyer call.

Field notes on startup valuation, operating signals, exit readiness, and the operating metrics that make a founder story easier to trust.

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EvalyMe founder metrics and valuation dashboard
Product evidence, not valuation theater

The blog uses the same metric-first framing as the EvalyMe app: revenue quality, retention, growth, and exit readiness.

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Valuation field notes

Practical writing for founders preparing valuation reports, investor updates, or acquisition conversations.

Building with AI Sep 30, 2026

Checkout Is Not Access: Server-Authoritative Billing in AI-Built Apps

Payment providers confirm purchases asynchronously, so a completed checkout proves nothing yet. Here is the entitlement architecture that keeps AI-built apps from leaking paid features or locking out paying users.

entitlements in-app purchases RevenueCat payments
Building with AI Sep 30, 2026

One Formula, Five Implementations: Golden Vectors for AI-Written Code

When the same calculation lives in Swift, Kotlin, and three TypeScript apps, drift is inevitable — unless one shared fixture decides the right answer. A field note on contract testing AI-assisted codebases.

golden tests contract testing AI agents mobile development
Building with AI Sep 30, 2026

What Ships After the Demo: The Release Work Your AI Agent Won't Mention

AI agents get you to a working demo fast, then stay silent about account deletion rules, config validation, metadata checks, and analytics privacy. Here is the boring checklist between prototype and App Store.

app store release engineering account deletion compliance
Building with AI Sep 30, 2026

What Vibe Coding Actually Costs When Your App Gets Real Users

Vibe coding carries your prototype far, then fails in five predictable places. Based on shipping one app across iOS, Android, and web with AI agents, here is where to slow down.

vibe coding AI agents production engineering founders
Building with AI Sep 30, 2026

Your AGENTS.md Is a Product Spec, Not a Prompt

AI coding agents read your instruction file more often than any human reads your docs. Here is how to write AGENTS.md like an onboarding spec that actually changes agent behavior.

AGENTS.md AI agents context engineering documentation
Exit readiness Sep 2, 2026

The 90-Day SaaS Exit-Readiness Plan

A 90-day plan to make a small SaaS easier to diligence and transfer by improving financial evidence, operations, ownership, and transition readiness.

SaaS exit plan due diligence acquisition readiness
Valuation methodology Sep 2, 2026

What a SaaS Valuation Calculator Can—and Cannot—Tell You

A SaaS valuation calculator can produce a useful range and show which operating metrics move it. It cannot predict a transaction price or replace diligence.

SaaS valuation calculator valuation methodology due diligence
Founder valuation Jun 6, 2026

Why Churn is a Valuation Discount, Not Just a Retention Metric

High churn does not just mean losing customers. It acts as a direct discount on your startup's valuation by destroying LTV and raising investor risk. Learn how to assess and fix it.

churn retention valuation LTV:CAC SaaS metrics
Investor score Jun 5, 2026

The Exact Order Investors Scan Your Startup Metrics

Discover the specific hierarchy of metrics investors and buyers scan when evaluating a startup, and learn how this order impacts your valuation, investor score, and exit readiness.

investor score startup metrics diligence
Founder valuation May 25, 2026

How to Reason About Valuation When You Have Zero Revenue

A practical guide for pre-revenue founders on how to calculate startup valuation, understand investor risk, and use alternative metrics when MRR is zero.

pre-revenue valuation startup metrics investor score
Founder valuation May 25, 2026

What Is My Startup Worth?

A practical founder guide to turning revenue, retention, growth, and buyer risk into a defensible valuation range.

valuation startup metrics founder finance
Founder valuation May 18, 2026

The Metrics Investors Check First

The small set of startup metrics that make a valuation easier to trust before a buyer reads the full story.

investor score MRR churn growth