Agent Made / Case file
Profit.ai
Self-reportedSelf-reportedActiveStarter 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.
- 2026-09-01Claim date
- 2026-09-01Source date
- 2026-10-17 10:00 PM PTLast checked
- not recordedCollected
- not recordedMetric as of
- 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
- Video (as recorded) · primary/original field
Original source ↗
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.
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
Sources & checks recorded
- Original source ↗ — Video (as 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”.
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).
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
Provider tabs
How they did it
No step list recorded yet.
Steps above are the recorded desk notes for this case.
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