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GainFrame

Health

AI body composition from progress photos

Mobile App
Visit product
Monthly revenue$2.3k / month
Ease6/10
Potential6/10
RiskMedium
Estimated MVP6 weeks
Estimated operations$325/month

What it does

iOS app that turns progress photos into body-fat estimates, per-muscle-group scores, side-by-side comparisons, 12-week plans and an AI Coach based on check-ins. The canonical figure is the TrustMRR USD MRR ($2,332 seen on 2026-10-31, RevenueCat).

Who it is for

People who train and want to track their physical progress visually, beyond weight or calories.

Why it can be replicated

Vision + LLM

Body composition estimation with multimodal models on photos; replicable, accuracy hard to validate.

Simple iOS app

SwiftUI + RevenueCat + Supabase, solo founder.

Organic growth

SEO and App Store search, no ads according to the founder.

MVP in 6 weeks

Replication estimate; does not describe the product’s actual development.

1

Week 2

Photos

  • Import and align photos
  • Check-in timeline
2

Week 4

AI

  • Body-fat estimation
  • Side-by-side comparison
3

Week 6

Billing

  • RevenueCat paywall
  • Basic AI Coach

Save for later

12-week plansNutrition (fatsecret)Android

Ways to differentiate

  1. 1

    Android

    Port mentioned by the founder.

  2. 2

    Integrations

    Apple Health and wearables for the Coach.

  3. 3

    Niches

    Postpartum/mothers, mentioned as an audience.

Data and evidence

Reported
Financial verification
Pending
Editorial review
Oct 31, 2026
Product language
Not specified
Confirmed markets
Not specified
453 customers cited · Oct 31, 2026

TrustMRR active subscriptions.

The reference mentions TrustMRR. This does not certify this listing’s figure.

View financial evidence
  • TrustMRR (RevenueCat API key, not an audit), seen 2026-10-31: MRR $2,332; last 30 days $2,485; all-time $19,433; 453 active subscriptions; founded Feb 2026; US; team of 1; bootstrapped; App Store 4.9 (71 ratings).
  • Headline TrustMRR $2,332 (mrr-reference); provenance.originalMrr=2416 (claim from the 2026-09-20 post).
  • TrustMRR shows the founder's sale message (new dad, full-time job); declared stack SwiftUI + RevenueCat + Supabase; ~60% net margin (self-reported). Product for sale → soft flag.
  • Pricing (TrustMRR, App Store): free + IAP; Pro Weekly $3.99/$9.99, Monthly $5.99/$9.99, Yearly $39.99/$49.99. pricing.from=3.99/week.
  • Soft flag: MRR below the 5–15k band. 'OpenAI API' in the stack is an assumption (AI provider not confirmed).
  • Logo: native 192×192 favicon-192.

No comparable history available. Growth and ARPU are not estimated from different periods.

Product and links

GainFrame

AI body composition from progress photos

Visit the official website for the product and current pricing.

gainframe.app

No screenshot or invented interface of the real product is shown.