Photograph meals, review editable nutrition estimates and keep a personal food diary.
Photograph meals, review editable nutrition estimates and keep a personal food diary. The July 19, 2026 original article identifies Matheus Mello as solo founder at Quantivo AI and describes his own ten subscription apps. The official NutriAI About page checked October 20 names founder Matheus Mello and describes a small team; exact present employee and contractor counts are unreported. The July solo statement is not projected forward as a current headcount.
App-store subscriptions unlock additional scans, history and AI coach conversations.
Source-linked product facts, followed by MRRTrace analysis of the customer problem, workflow, trade-offs and questions to test.
The official store describes photo capture, estimated nutrition and a meal history. Editorial interpretation: the useful customer problem is the effort of maintaining a diary when entering each ingredient feels burdensome. Start with people who recently abandoned a log and reconstruct the point where recording stopped. A fast first scan may create enthusiasm without solving the later task of correcting an ambiguous meal. A small prototype should show what was inferred, let the person change it and make the saved entry easy to find. Interview participants about their recording goal without assuming that they need automated health explanations.
Editorial analysis: observe completed and corrected diary entries, time spent repairing mistakes and voluntary return after the first week. Keep capture speed separate from the reliability of the saved information. Review a varied set of meals with an appropriate independent reference process before drawing accuracy conclusions. For business validation, ask which part of the history becomes useful enough to renew and measure cancellation alongside repeat use. At this scale, a few individual renewals or refunds can move the reported MRR substantially. App-store charges, model inference, support and acquisition costs would be needed to assess contribution margin; the disclosed snapshot does not supply them. Compare a simple diary prototype with the proposed automated workflow using the same recording task. Observe whether the saved effort survives correction and whether people can retrieve an earlier entry without assistance. These are proposed usability checks, with no claim that the product has passed them or improved any health outcome.
Observed channels and entry points; their performance is not inferred.
The official site and Google Play listing expose the download path. The original financial account does not report Nutri AI-specific acquisition channels, spending or attribution, so their effectiveness cannot be ranked.
EvidenceA MRRTrace reading of public product material. Trade-offs and questions are editorial analysis.
The Nutri AI row reports $43 under an explicitly labeled MRR column and 10 paying subscribers. Only the dollar sign is given, so USD is not inferred. The article's $64 MRR and $87 collected over 28 days describe the ten-app portfolio, not Nutri AI alone. Scope is app-store subscription revenue; fees, taxes, refunds, costs and profit treatment are unspecified. No independent payment audit.
Matheus Mello, original first-person portfolio disclosure on his SoleOS siteOfficial site checked October 20, 2026 displays $9.99/month or $39.99/year with a seven-day trial. The dollar currency is not explicitly named; stores display regional prices. Current offers do not establish the July subscription mix.
The source page may change its prices, limits, or offer after the recorded check date.
Study whether easier meal capture creates a diary habit that customers keep paying for after the initial scanning novelty.
These are MRRTrace observations, not statements by the founder or proof of a repeatable outcome.