ADAI Decision
For AI indie founders

Make the call, on the record — evidence for and against, side by side.

Enter the decision you're weighing, your evidence, and where your product stands. Get back a saved brief that names the decision, separates supporting from opposing evidence, states your confidence and unknowns, and gives you a bounded 7-day test with continue / watch / stop thresholds.

How it works
01

Submit the decision

Product URL, the decision you're weighing, your deadline, up to five evidence links, and your current users, revenue, and channels.

02

Get an inspectable brief

A fixed rubric — not an outside model call — organizes what you gave it: a decision statement, evidence for and against, confidence, and named unknowns.

03

Run the bounded test

A 7-day test with explicit continue, watch, and stop thresholds tied to your own numbers, so the next step is obvious either way.

See it in action

A sample decision brief

This is a fabricated example so you can see the shape of a real brief before you sign up — including a case where evidence disagrees.

Example content — for illustration only, not saved data
Narrow ICP or workflowConfidence — High

Narrow ICP or workflow — Narrow NightOwl Notes from general note-taking to a single ICP: solo indie hackers who journal build logs.

Decide byAug 25, 2026
Users today42
Revenue / mo$180
X / TwitterIndie Hackerscold email

Evidence — for

2

Evidence — against

1

Mixed / unclear signal

1

Confidence — High

  • Both sides are represented: 2 supporting and 1 opposing item(s).
  • 4 evidence item(s) were reviewed, giving more than a single data point.
  • Live usage or revenue data is present, grounding this in real traction rather than intent alone.

Unknowns

  • 1 item(s) were marked mixed or unclear and were not counted for either side.
  • This brief only reflects what you entered — Soloop does not fetch, crawl, or independently verify the linked pages.

7-day test

For 7 days, route new signups or outreach through X / Twitter into the single ICP or workflow you're testing, and measure conversion only within that segment.

Continue / watch / stop thresholds

Continue

6+ distinct users take the test action within 7 days (~15% of your 42 current users). Continue as planned.

Watch

Between 2 and 5 users take the test action. Extend the test one more week before deciding.

Stop

Fewer than 2 user(s) take the test action, or you see explicit negative signal (churn, refund request, or direct "not for me" feedback). Stop or pivot rather than keep building.

This brief reflects only what was entered above. It does not fetch, crawl, or independently verify the linked pages.

Ready to write your own brief?

Free to start. No payment or setup required.

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