Product decision workspace

Your test/fix/kill pipeline.

This is where product research becomes an operating loop: save the decision, compare proof quality, log the test result, and stop repeating weak bets.

Browser workspaceCheck a product link
Saved decisions0

Product ideas captured before emotion takes over.

Average score

Quick quality signal across your shortlist.

Strong candidates0

Products close enough to prepare a controlled ad test.

Learning logged0

Tests with spend, orders, CPA, notes, or a kill/scale decision, including zero-value outcomes.

Outcome proof gaps0

0 inspected · 0 control rows still need final proof.

Audit-ready cohort0

0 pre-decision inspected · 0 controls · 0 weak-proof completed rows excluded.

Real outcome cohort review0 audit-ready inspected · 0 audit-ready controls
Review guardrailCorrelation only

Copy this review to inspect completed real rows, not to claim memory-filter lift or unlock spend permission.

Audit-ready spend-gate verdictNot spend-ready

Need 10 audit-ready pre-decision inspected rows and 10 audit-ready controls before any spend-gate review.

0/10 inspected and 0/10 controls are audit-ready now.

Evidence still needed: Collect 10 more audit-ready pre-decision inspected rows · Collect 10 more audit-ready uninspected controls.Average rank effect: inspected unscored vs control unscored.
Profitability review gateRequired before spend

Retail price, landed COGS, shipping, fees, and refund allowance are known for each audit-ready row

Actual CPA is below break-even CPA on the inspected cohort, not just better than the control rank effect

Supplier/source risk, delivery promise, refund allowance detail, and ad-claim compliance are reviewed before increasing spend

Profitability evidence0 audit-ready rows need margin/risk proof

Audit-ready cohort rows still need row-level retail price, landed COGS, shipping/fees/refunds, CPA vs break-even, supplier risk, delivery promise, refund allowance detail, and ad-claim compliance before spend can increase.

Audit-ready comparison0 inspected · 0 controls

Compare only rows with complete outcome fields and specific proof notes/source links; weak-proof completed rows stay out of the comparison.

Pre-decision inspected0 complete

No completed pre-decision inspected rows yet.

Uninspected controls0 complete

No completed uninspected control rows yet.

Proof-note quality0 ready · 0 need review

Completed rows still need a specific proof note/source link before LaunchProof can treat the cohort as audit-ready.

Next proofReview only after both sides exist

Use Audit-ready rows for comparison and Proof-quality gaps for rows that must be repaired first.

Saved product decisionsCompare by proof quality, risk, and what happened after testing.

No saved decisions match this view.

Run or save another check, or switch the filter. This page becomes your product testing memory: what to test, fix, kill, or scale-review.

Analyze first product