Publications
Real research and analysis on the AI tool landscape — drawn from the same verified, 225-tool database behind every recommendation on this site, not marketing copy.
NO. 01 — TOOL CHURN
In one pass through 225 AI tools, 11 had already changed underneath us
3 discontinued, 2 rebranded with real consequences, 2 quietly repriced — found in a single routine verification pass.
NO. 02 — RISK PATTERNSWe scored 225 AI tools on risk. Here's what actually trips people up.
103 of 225 tools carry a Moderate-or-worse risk rating. Nine are excluded from our recommendations outright.
NO. 03 — PROMPT DIALECTS"Think step by step" is the most repeated AI advice on the internet. For a growing class of tools, it's now wrong.
We read the official prompting docs from the makers of 60+ AI tools. Six places where one company's best practice is another's named mistake — and two where rivals independently agreed.