Agent Made / Case file
GeoSports
Third-partySelf-reportedActiveSports-geography web game (geosports.app). Built over a Sunday plus Monday — not a finished business in 8 hours.
Self-reported figures — not independently audited. Methodology.
The earnings claim (summary)
- Reported amount
- $40,000 · monthly revenue
- Income type
- monthly revenue
- Claim period
- founder-reported ~$40K/mo
- Claim date
- 2026-09-27
- Business type
- other
- Business model
- unclassified
- Proof type
- self-post-text
Evidence timeline
Dated source events from fields already on this record. Missing values stay “not recorded” — we do not invent dates.
- 2026-09-27Claim date
- 2026-09-27Source date
- 2026-09-27Source published
- not recordedCollected
- not recordedLast checked
- not recordedMetric as of
Source trail
Only fields already recorded on this case. Missing dates show as not recorded — we do not invent checks.
Recorded sources
- Interview / story page (as recorded) · primary/original field
Original source ↗ - Product / site link (as recorded)
Original source ↗ - Video (as recorded)
Original source ↗
Dates
- Publication (source_published)
- 2026-09-27
- Metric as of
- not recorded
- Source date
- 2026-09-27
- Last checked
- not recorded
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: Third-party. Editorial status: keep (editorial keep is not Verified).
What was checked
No check recorded in the supplied data.
Unresolved gaps
- Unknowns
- exact period for the ~$40K/mo; net of fees/profit unknown; exact model unknown
- Open question
- Exact period and net of fees?
Evidence checklist
Short casefile from recorded fields only. Extend it; we do not invent missing checks or dates.
The claim
GeoSports — Sports-geography web game (geosports.app). Built over a Sunday plus Monday — not a finished business in 8 hours.
$40,000 USD · monthly revenue · timeframe: founder-reported ~$40K/mo · claim date: 2026-09-27
Sources & checks recorded
- Original source ↗ — Interview / story page (as recorded)
- Original source ↗ — Product / site link (as recorded)
- Original source ↗ — Video (as recorded)
Last checked: not recorded. Publication: 2026-09-27. Metric as of: not recorded. Source date: 2026-09-27.
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: Third-party. Income status field: self-reported. Editorial status: keep (editorial keep is not Verified).
Unknowns
Unknowns: exact period for the ~$40K/mo; net of fees/profit unknown; exact model unknown
Open question: Exact period and net of fees?
Costs: not recorded. Human effort: Sunday plus Monday build stretch; ongoing effort unknown. AI role: Claude named in Starter Story build narrative; exact model unknown.
Tools used
Provider tabs
How they did it
- A non-coder uses Claude Max (20x plan) to build the site. The episode title says 8 hours. Inference: that duration is the title claim, not a timesheet I saw.
- Host on Vercel Pro, draw maps with MapLibre, cache with Upstash Redis, keep data in Google Sheets, charge Pro with Stripe.
- The page says distribution is 700,000 monthly active users, 53% organic.
- Collect most of the money from programmatic ads and a smaller slice from about 1,800 Pro subscribers.
Steps above are the recorded desk notes for this case.
Copy this prompt
Point your agent at this case.
I am a non-coder building a data site in Claude. Ask me for the dataset, the one map the user must see, and the Pro feature that is worth paying for. Then list the smallest stack that can ship this week: host, map library, cache, a spreadsheet or database, and Stripe. End with the two revenue lines I should track separately: ad revenue per day, and Pro subscriber revenue. Do not merge them into one number unless I paste both.
Is this wrong? Report it Include case ID: frank-smith-geosports