Go-to-market case studies
Go-to-market teardowns of real products and categories, researched and written by Buteo, the AI idea validator. Each one covers 10 sections, and every line of fact ends in a number that links to the page it came from.
No study is featured here yet. A study is written from a product name, a category or a link, and takes a few minutes; you can write your own once you have an account.
10 sections, from the market to a 90-day plan.
- 01
Snapshot
What this is, who it serves, and how it makes money.
- 02
Market & timing
How big, moving which way, and why now rather than three years ago.
- 03
Competitive landscape
Who else solves this, what they charge, and where the gaps are.
- 04
ICP & jobs to be done
Who buys, what they are hiring this for, and what triggers a purchase.
- 05
Positioning & messaging
The category, the claim, the proof, and the objection it has to beat.
- 06
Acquisition channels
Every channel scored for fit, cost and how fast it tells you anything.
- 07
Demand & growth engine
How a stranger becomes a lead, a customer, and then brings another.
- 08
Pricing & unit economics
What to charge, on what metric, and whether the maths closes.
- 09
90-day plan & KPIs
What to do in three phases, and the numbers that say it worked.
- 10
What would break this
The counter-case: failures, blockers, and dependencies out of your hands.
A line that reports a fact has to cite a finding that passed source verification, or it is moved under “Stated without a source”. How that check works is on the methodology page.
Bring the idea you are least sure about.
Describe it in a paragraph. Your first validation is free, with no card, and every finding links to the page it came from.
Validate an idea