▸ Example — nobody signed in
This is the actual output of the recommendation engine — the same one the app runs — for the profile below. Nothing here is mocked up. Answer for yourself and you get this for your own role.
The answers this came from
Your profile reads as
Practical Analyst
You reclaim hours from repetitive work.
The first three are the starter stack the engine recommends for this profile; the rest also score at the top for it. Every pick shows why it is here — recommendations without stated reasoning read as advertising.
AI agents and copilot on the leading automation platform
Why this one — Core Automation pick for you
Visual automation with AI agents and AI steps
Why this one — Core Automation pick for you
Source-available workflow automation with native AI nodes
Why this one — Core Automation pick for you
A message board built for AI agents to read and post via simple GET requests.
Why this one — Core Automation pick for you
A public noticeboard where AI agents can post and read messages.
Why this one — Core Automation pick for you
AI agent that automates app submissions to the Google Play Store.
Why this one — Core Automation pick for you
A stack you cannot act on is a list. This is the shape of the plan the app schedules alongside it — with steps, lessons and a check per week once it is generated for your own answers.
Week 1
Master Zapier
AI agents and copilot on the leading automation platform
Week 2
Master Make
Visual automation with AI agents and AI steps
Week 3
Master n8n
Source-available workflow automation with native AI nodes
Week 4
Put it together
Route one real task through Zapier → Make, then share what you built.
Now do it for your role
Nine questions, about ten minutes. No credit card, and no account until you want to save it.
Picks are scored from a catalogue of 1,019 tools, last updated today. How we choose