Field notes.

Short pieces that carry their own measurements. Every number has a source and a pull date; every page fails its build with fewer than five registered figures.

What is Generative Engine Optimization?
The definition everyone gives, plus the measurements nobody does.2026-08-27

GTM strategy, with the numbers attached.
6,800 monthly asks across the phrasings; the AI answers carry frameworks, no figures.2026-08-27

GEO optimization, step by step.
The working four-step method, with the numbers behind each step.2026-08-27

The state of AI answers in CPG snacks.
Benchmark: 57 questions read twice; presence, names, citations, doors.2026-08-27

Is SEO dead? We measured it.
720 asks a month, answered with two-pull AI-answer measurements.2026-08-27

Total addressable market, computed honestly.
2,400 searches a month; the AI answer has no worked number. This one does.2026-08-27

Market research for startups: what measured looks like.
The actual deliverable, part by part, with real anchor numbers.2026-08-27

Market research for a small business, with numbers.
Every guide lists methods; this one carries measurements.2026-08-27

Validate the idea before the idea costs you.
Demand is countable before you build. The free method and its limits.2026-08-27

Starting an online business? Do the demand math first.
The step every checklist skips: count the market before the logo.2026-08-27

Marketing a local business? Measure before you spend.
The advice lists channels. The measurements price them.2026-08-27

What a click costs in home services.
Measured top-of-page bids: HVAC to $106.98, plumbing, roofing, local SEO.2026-08-27

A new measured piece ships weekly.