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Agent Made / Case file

Symmetry

Third-partySelf-reportedActiveNeeds more

Gym app (Symmetry). ~$160K revenue in a recent month (not framed as a peak). 3M = downloads.

Self-reported figures — not independently audited. Methodology.

The earnings claim (summary)

Reported amount
$160,000 · monthly revenue
Income type
monthly revenue
Claim period
a recent month (not a stated peak)
Claim date
2026-09-09
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.

  1. 2026-09-09Claim date
  2. 2026-09-09Source date
  3. 2026-09-09Source published
  4. not recordedCollected
  5. not recordedLast checked
  6. 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

Dates

Publication (source_published)
2026-09-09
Metric as of
not recorded
Source date
2026-09-09
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: needs-more (editorial keep is not Verified).

What was checked

No check recorded in the supplied data.

Unresolved gaps

Unknowns
which code/tasks Claude did; profit; human effort; exact metric window
Open question
Which code or tasks did Claude actually do?

Evidence checklist

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

  1. The claim

    Symmetry — Gym app (Symmetry). ~$160K revenue in a recent month (not framed as a peak). 3M = downloads.

    $160,000 USD · monthly revenue · timeframe: a recent month (not a stated peak) · claim date: 2026-09-09

  2. Sources & checks recorded

    Last checked: not recorded. Publication: 2026-09-09. Metric as of: not recorded. Source date: 2026-09-09.

    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: Third-party. Income status field: self-reported. Editorial status: needs-more (editorial keep is not Verified).

  4. Unknowns

    Unknowns: which code/tasks Claude did; profit; human effort; exact metric window

    Open question: Which code or tasks did Claude actually do?

    Costs: not recorded. Human effort: not recorded. AI role: Claude/MCP used for team operations and analytics; not proven to have built the app.

Tools used

Claude with MCPsWhisperFlowPostHogSuperwallRevenueCat

Provider tabs

other

How they did it

Sell a gym app into Spanish-speaking and Mexican markets. The coverage describes the founder as 22.

  1. Sell a gym app into Spanish-speaking and Mexican markets. The coverage describes the founder as 22.
  2. Use Claude with MCP tools in the build, WhisperFlow for voice input, PostHog for product analytics, Superwall for paywalls, and RevenueCat for subscriptions.
  3. The loaded page pairs $160,000 monthly revenue with 3 million downloads inside a year of the June 2023 launch.
  4. Inference: a September 2026 episode title that says "now" may mean the same business is still at that rate, or it may be repeating the year-one story. The pages do not say which.

Steps above are the recorded desk notes for this case.

Copy this prompt

Point your agent at this case.

I am rebuilding the operating loop of a paid gym app. Ask which market language I serve, then outline a Claude-plus-MCP workflow for one feature, a WhisperFlow capture step, a PostHog event list, a Superwall paywall test, and a RevenueCat product. Require me to label any revenue figure as either current-month cash or a historical year-one peak before it can appear in a sentence.

Is this wrong? Report it Include case ID: mauro-symmetry-gym