Browse
What we measure.
Every category is a real buying question, asked of the AI assistants every week and published in full. We add them one at a time and only list one as measured once it has data.
AI & Software
The tools people ask an AI to recommend, including other AIs. The one place we can ask whether an assistant favours its own side.
MEASURED WEEKLY
AI Coding Assistants
Which AI should I write code with?
18 brands tracked · 1 week recorded
NOT YET MEASURED
AI Writing Tools
Which AI should I write with?
No data published yet
NOT YET MEASURED
Small Business CRM
Where should I keep my customers and deals?
No data published yet
Money & Business
The services a small business signs up for once and lives with for years. High stakes, heavy marketing, genuinely contested.
NOT YET MEASURED
Business Bank Accounts
Where should my business bank?
No data published yet
NOT YET MEASURED
Payroll Software
Who should run my payroll?
No data published yet
Web & Hosting
The most affiliate-saturated corner of the internet, where almost every human recommendation is bought.
NOT YET MEASURED
Web Hosting
Where should I host my site?
No data published yet
NOT YET MEASURED
VPN Services
Which VPN should I actually trust?
No data published yet
Collectibles
Trading cards and the services around them: who grades, who sells, and what protects what you own.
MEASURED WEEKLY
Pokémon Card Grading
Which company should I send my cards to?
24 brands tracked · 1 week recorded
NOT YET MEASURED
Sports Card Grading
Which company should I send my sports cards to?
No data published yet
NOT YET MEASURED
Card Supplies
What should I store and protect my cards in?
No data published yet
Home & Office
Direct-to-consumer categories where a handful of brands spend heavily to be the default answer.
NOT YET MEASURED
Standing Desks
Which standing desk is worth the money?
No data published yet