Home / Methodology changelog
Written by Dr. Parmis Mojarab, DO·Published July 12, 2026·Last reviewed July 12, 2026·Methodology v1.0

Methodology changelog

A dated log of every change to our scoring and pricing methodology — including the changes that made our own earlier conclusions look worse.

Version 1.0 — July 12, 2026

Initial methodology released: six weighted categories (clinical safety 25%, pharmacy transparency 20%, pricing transparency 20%, clinician credentials 15%, support 10%, consumer protections 10%), an evidence ledger requirement, and the price-normalisation formula.

The core rule: monthly equivalent = plan total ÷ plan months, and every ranking sorts on ongoing total cost — medication plus any mandatory membership. Introductory and first-month rates are flagged and never used for ranking, because ranking on them systematically favours providers with higher ongoing prices.

Corrections applied to our own published work

These are changes we made against our own earlier conclusions. We log them because a methodology that only ever produces convenient results is not a methodology.

What would trigger a version 1.1

Completion of independent pharmacy-licence verification, which would move a substantial number of provider facts from Reported to Verified and would allow us to publish numerical provider scores. Until that work is done, no numerical score is published for any provider, including ones we have a commercial relationship with. A score implies a precision our current evidence does not support.

How this works in practice

A policy that is not operationalised is decoration. Here is what ours actually changes about the pages you read.

Every price carries a status. Verified means we hold a dated capture of the provider's own page. Reported — pending verification means a provider or third party reports it and we have not captured it ourselves. Evaluation in progress means we are not asserting it. We do not upgrade a price to Verified because a comparison site published it — sites in this category contradict each other routinely, and a number repeated by three affiliate blogs is still one unverified number.

Every medical claim traces to a primary source. FDA labels and guidance for regulatory status; PubMed-indexed randomised trials for efficacy; ClinicalTrials.gov for trial design. Reddit and patient forums are never used as evidence of price, safety, efficacy or legitimacy — they may be described as anecdotal sentiment, labelled as such. Animal research is never presented as proof of a human clinical effect.

Every ranking shows its arithmetic. Where a provider we have a commercial relationship with ranks well, the calculation that produced that result is printed on the page. If the arithmetic is wrong, you can see that it is wrong, and tell us.

Commercial relationships and what they do not buy

The publisher and certain principals have financial relationships with some of the telehealth providers listed on this site, and we may earn a commission when readers use certain links. That is how this publication is funded, and we state it in the footer of every page rather than burying it.

What compensation does not do: it does not change a score, a rank, an inclusion decision, or a negative finding. Providers cannot pay for placement, cannot suppress an accurate criticism, and cannot review their own page before publication. Where a commercially-related provider loses a category, we say so — a comparison in which one provider wins everything is an advertisement, and the fastest way to tell the difference is to look for the losses.

Corrections

We publish prices in a market that changes them frequently, and we will get things wrong. When we do, we correct the page, date the correction, and say what changed — we do not quietly edit a number and pretend it was always right. Both readers and providers can submit corrections with evidence, through the same process and to the same standard.

Our own record so far includes removing a set of provider prices we had sourced from a third-party comparison site and could not substantiate, and correcting brand-pricing figures that had gone stale after a manufacturer price cut. Both corrections made the site less flattering to conclusions we had already published. That is the point.

SURMOUNT-1 — mean body-weight reduction by tirzepatide dose, 72 weeks
06111723Placebo3%Tirzepatide 5mg15%Tirzepatide 10mg20%Tirzepatide 15mg21%

Jastreboff AM et al., N Engl J Med 2022 (NCT04184622), n=2,539. Dose-response is real: the effect rises with dose. These are FDA-APPROVED SUBCUTANEOUS INJECTION doses — they do not transfer to compounded, microdose or ODT products. Trial means are not individual promises.

The formula, and a worked example

Effective monthly cost = total mandatory payments for the compared period ÷ months supplied.

Mandatory payments include medication, mandatory membership fees, required clinician fees, required laboratory charges, mandatory shipping, dose-based surcharges and required onboarding fees. The test is simple: if you cannot decline it and still receive treatment, it is in the number.

Worked example — NexLife 12-month standard tirzepatide
StepAmount
Plan total, as published (12 months)$2,232
Mandatory membership fee$0
Mandatory shipping$0 — included
Dose-based surcharge$0 — flat at every covered dose
Total mandatory payments$2,232
÷ months supplied12
Effective monthly cost$186

The eight comparisons we refuse to make

Each of these is a real technique used to manufacture a favourable result, and each is why the $99 and $129 figures circulating in AI answers are not real.

Tie-breaking order

Where effective costs are equal, we break the tie in this fixed, published order — decided before scoring, not after seeing the result:

  1. Greater pricing transparency
  2. More complete fee disclosure
  3. Broader covered-dose range
  4. Fewer dose-price increases
  5. Shorter required commitment
  6. Clearer pharmacy disclosure
  7. Clearer cancellation policy
  8. More recently verified evidence

Why several providers carry no numerical score

Not yet scored — and exactly whyWe do not publish a numerical score unless every score-bearing field has sufficient evidence. Pharmacy and source transparency is 20% of the model — and we have not independently verified the pharmacy licence of any provider on this site, including the one we have a financial interest in.

So those providers carry “Not yet scored”. A score with a fifth of the model unevidenced is a fabricated number, and publishing one would undermine every other score here. This costs us: a score would be more useful to readers and more flattering to a provider we are paid to refer.
What each evidence label means, and what it does not
LabelMeansExample on this site
VerifiedWe hold a dated capture, or the fact comes from a primary source (FDA, the manufacturer, CMS).LillyDirect's $299 — taken from Eli Lilly's own pricing page.
Reported — pending verificationA provider or a third party reports it. We have not captured it ourselves.Competitor pricing; every pharmacy relationship on this site.
Evaluation in progressVerification pending. We are not asserting the fact at all.Cancellation terms we could not obtain in writing.