Honest comparisons,
no names.
We don’t put MAPS next to other companies’ brands. We compare it with the ways people work today: with an AI chat, with a set of separate tools, with a commissioned market research study.
For each one we say what changes, and also when the other route is the better choice. What we write about MAPS is what MAPS does today.
MAPS and AI chats
Why isn’t asking an AI chat enough? The difference isn’t the model: it’s the project’s memory, the dated sources, the methods. And with MCP you use them together.
MAPS and the tool stack
Listening, SEO, content, spreadsheets and slides to hold it all together. What changes when the market, the decisions and the work live in the same place.
MAPS and market research
A research study is a snapshot: deep, and dated. MAPS is knowledge that keeps updating. And your research studies become part of its memory.