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Agent Made / Case file

Profit.ai

Self-reportedSelf-reportedActive

Starter Story's YouTube description says Profit.ai runs Profit.ai, a Shopify profit-analytics app at $30K MRR that has done $147K since a December launch, plus about $40K in services. He built the first version in Cursor and now uses Claude Code and Codex.

Self-reported figures — not independently audited. Methodology.

The earnings claim (summary)

Reported MRR
$30,000 · MRR
Income type
MRR
Claim period
MRR claimed as of Sep 1, 2026
Claim date
2026-09-01
Business type
saas
Business model
remote
Proof type
video

Evidence timeline

Dated source events from fields already on this record. Missing values stay “not recorded” — we do not invent dates.

  1. 2026-09-01Claim date
  2. 2026-09-01Source date
  3. 2026-10-17 10:00 PM PTLast checked
  4. not recordedCollected
  5. not recordedMetric as of
  6. not recordedSource published

Source trail

Only fields already recorded on this case. Missing dates show as not recorded — we do not invent checks.

Recorded sources

Dates

Publication (source_published)
not recorded
Metric as of
not recorded
Source date
2026-09-01
Last checked
2026-10-17 10:00 PM PT

Reported vs desk label

Figures are self-reported (founder post, interview, or similar). Not independently audited; not the Verified confidence label. Evidence level on file: Self-reported. Editorial status: not recorded (editorial keep is not Verified).

What was checked

Cited proof page and earnings figure; AI attribution recorded separately.

Unresolved gaps

Unknowns
costs, human_effort
Open question
not recorded

Evidence checklist

Short casefile from recorded fields only. Extend it; we do not invent missing checks or dates.

  1. The claim

    Profit.ai — Starter Story's YouTube description says Profit.ai runs Profit.ai, a Shopify profit-analytics app at $30K MRR that has done $147K since a December launch, plus about $40K in services. He built the first version in Cursor and now uses Claude Code and Codex.

    $30,000 USD · MRR · timeframe: current MRR · claim date: 2026-09-01

  2. Sources & checks recorded

    Last checked: 2026-10-17 10:00 PM PT. Publication: not recorded. Metric as of: not recorded. Source date: 2026-09-01.

    Only recorded checks appear here. Missing steps stay “not recorded”.

  3. What they establish (named scope)

    Desk label self-reported: founder- or interview-stated figures as recorded. Scope: reported claim only — not independently audited earnings.

    Evidence level on file: Self-reported. Income status field: self-reported. Editorial status: not recorded (editorial keep is not Verified).

  4. Unknowns

    Unknowns: costs, human_effort

    Open question: not recorded

    Costs: not recorded. Human effort: not recorded. AI role: Tools named in the case summary: Claude Code, Codex, Cursor.

Tools used

Claude CodeCodexCursor

Provider tabs

Claude CodeCodexCursor

How they did it

Teardown notes are being filed.

No step list recorded yet.

Steps above are the recorded desk notes for this case.

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