About Clinical Nutrition Report

Last updated April 21, 2026

Our mission

Clinical Nutrition Report exists because the consumer nutrition-app market is, with some notable exceptions, an editorial vacuum. The category is dominated by two kinds of content: vendor blogs that double as marketing, and affiliate-driven roundups that re-rank the same apps in whatever order pays best that quarter. Neither serves the reader who actually wants to know whether MyFitnessPal logs calories accurately, whether Cal AI's photo recognition is good enough for clinical use, or whether macro-tracking apps deliver what they promise to athletes on a body recomposition phase.

We rank, compare, and review nutrition apps using a published 100-point rubric (see methodology) administered by credentialed Registered Dietitians. We accept no payment from app makers. We hold no affiliate accounts with the apps in our ranking universe. We re-test on a fixed cadence and publish the results, including when our rankings move against the apps we previously praised. The goal is simple: an evidence-graded, dietitian-edited reference that a clinician can hand to a patient and a reader can trust on a Tuesday afternoon.

Founding story

Clinical Nutrition Report was founded in September 2025 by Margaret Halloran, PhD, RD, LDN, after she spent six years as a Senior Research Dietitian at a Boston-area academic medical center's weight management program. The motivating moment, in her telling, was a patient on semaglutide who had been told by an AI calorie tracker that her 800 kcal/day intake was on track; the app, configured for weight loss, did not flag that the patient was at clinical risk for sarcopenic muscle loss. The protein floor mattered. The app did not know.

The publication launched with three goals: build a methodology that an academic peer would find defensible; assemble a small editorial team that would put real names and real credentials behind every claim; and refuse the affiliate-revenue model that distorts every other reviewer in the category. The first ranking went live in January 2026; the first original benchmark study (a six-app AI photo-recognition evaluation) was published in March 2026.

The site is editorially independent and self-funded. There is no parent media company; there are no investors with a stake in any of the apps we review. Operations are intentionally lean.

The team

Clinical Nutrition Report is run by a small, named, credentialed editorial team. Every byline on the site is a real person with verifiable credentials. We do not publish anonymous or pseudonymous content, and we do not buy bylined content from contractor pools. Author profiles, including credentials, conflicts of interest, and the categories each contributor is the editor of record for, are published on our authors page.

• Margaret Halloran, PhD, RD, LDN — Editor-in-Chief. Tufts-trained Registered Dietitian; signs off on all clinical content.
• Daniel Okafor, MS, RD, CSSD — Senior Reviewer for sport, performance, and body recomposition coverage.
• Priya Krishnamurthy, MPH, RDN — Research Lead; Johns Hopkins-trained nutritional epidemiologist responsible for evidence grading.
• Lauren Westbrook, RD, CDN — Associate Reviewer for behavioral and eating-disorder-informed coverage; iaedp-supervised.
• Theodore Lindqvist, BS, DTR — Junior Writer and Fact-Checker; maintains the glossary and verifies citations.

Editorial philosophy

We think of nutrition-app reviewing the way a good consumer-electronics outlet thinks of camera reviewing: bring the apps into a structured testing environment, run a fixed battery, score them on a published rubric, and publish the result. The reader should be able to reproduce our work given the same equipment.

We also believe that calorie tracking is not a neutral activity. For some users it is a useful clinical tool; for others, especially those with a history of disordered eating, it can be actively harmful. We publish defensive content alongside our ranked recommendations and we maintain an eating disorder resource page as a permanent fixture of the site rather than a perfunctory footer link.

Two specific policies follow from this philosophy. First, every article that touches calorie tracking is reviewed for ED-safe framing by Lauren Westbrook before publication; she has rejected or revised roughly 30% of submissions on these grounds since joining. Second, we publish a list of warning signs and resources at the foot of every tracking-adjacent article. These are deliberate friction points, and we accept that they cost us engagement metrics.

Why we exist

The category we cover — consumer nutrition apps and AI calorie trackers — sits at an unusual intersection. It is large enough to attract significant venture capital and consumer attention, but small enough that traditional academic and clinical media have not built dedicated coverage. The result is a coverage gap: clinicians want to recommend tools to patients but cannot find a defensible reference; consumers want to choose among apps but the available reviews are written by affiliate marketers; researchers studying these tools have no public-facing benchmarking source to triangulate against.

We are trying to fill that gap. We do not always succeed; we publish corrections when we get things wrong (see our corrections log), and we re-rank apps when our findings change. The goal is a stable, defensible, evolving reference; not a definitive verdict that ages poorly.

No sponsored placements. Ever.

We do not accept payment for inclusion in rankings, for ranking position, for review tone, or for any other editorial outcome. We do not run sponsored content. We do not run native advertising labeled as editorial. We do not maintain affiliate accounts with apps in our ranking universe (see our current affiliate disclosure for the empty list). If this changes in the future, the affiliate disclosure page will be updated and a banner will appear on every page that touches the affected app, and the change will appear in our update log.

This policy is not optional. It is the foundational constraint of the publication. If you are an app maker reading this and considering a press outreach to ask about "promotional opportunities" — please don't. Press inquiries about substantive product changes that warrant a re-test go to press@clinicalnutritionreport.com; we will read them.

How to reach us

Editorial questions, methodology suggestions, and corrections requests are routed to discrete email addresses listed on our contact page. We aim to respond to corrections requests within 72 hours and to substantive editorial inquiries within seven business days. We do not have a phone line; we do not maintain a social media presence beyond an RSS feed and our publication's record of work.