The E-E-A-T Problem in Health Publishing, From the Reviewer's Side

A few years ago, a publisher could put out a competent, anonymous health article and rank for it. Then the ground shifted. Search engines began rewarding signals of expertise, experience, authoritativeness and trust on the content where it matters most — the "your money or your life" category that health sits squarely inside. The acronyms multiplied, the consultants arrived, and an entire industry sprang up to help publishers look like they had what the guidelines were asking for.

I sit on the receiving end of that shift, as one of the clinicians whose name and credentials are now part of what publishers are expected to display. The view from here is mixed. The pressure pushed real improvements into health content. It also produced a great deal of theatre — compliance that satisfies the letter of the signal while hollowing out its meaning. This piece is about both, from the reviewer's side.

What did E-E-A-T actually change?

The honest answer: it made who wrote and reviewed this into a ranking-relevant question, where before it was an afterthought. For health content specifically, it pushed publishers toward named authors with real credentials, visible review by qualified people, sourcing that points at primary evidence, and transparency about who stands behind a claim.

Where this worked, it worked well. Content that once floated free of any accountable person now carries a name and a credential. Sourcing improved. The bar for "good enough to publish in a YMYL field" rose. I have reviewed pieces that were demonstrably better because the publisher knew that an empty byline was now a liability. That is a genuine gain, and it is worth saying plainly before the criticism.

The turn to cosmetic compliance

The problem is that the signal was easier to imitate than to earn, and a predictable economy grew up around imitating it.

The clearest form is badge-buying — the "medically reviewed by" line attached to content nobody with the relevant expertise meaningfully scrutinised, purchased because the badge ranks rather than because the review happened. I have watched the badge become a product decoupled from the work it is supposed to represent.

Then there are the manufactured author profiles: bylines invented or borrowed to satisfy the demand for a credentialed human, sometimes attached to dozens or hundreds of pieces no single person could have written or reviewed. A photograph, a plausible bio, a string of letters after a name — the costume of expertise, worn by content that has none underneath.

There is credential inflation, too: vague gestures at "our medical team" or "experts" that resist the one question that matters — which expert, with what relevant background, accountable for what? The vagueness is the point; a named, lookup-able clinician can be checked, and a "team" cannot.

All of this is compliance with the appearance of the signal and a quiet evacuation of its substance. The guidance asked for trust signals. The market supplied trust signalling. They are not the same thing, and the gap between them is exactly where readers get let down.

Why this is the reviewer's problem specifically

Cosmetic compliance does something corrosive to clinicians who do the work properly: it makes their genuine scrutiny indistinguishable, from the outside, from a bought badge. The same line — medically reviewed by — appears over content I have spent real time auditing and over content a colleague glanced at for a fee. The reader cannot tell us apart, which means the badge stops carrying information, which means the careful version stops being rewarded.

There is a quieter risk to the named clinician, too. Lending a name to content you have not genuinely reviewed is not a neutral favour; it puts professional credibility behind claims you have not stood behind. The pressure to be the credential on a high volume of lightly-checked pieces is real, and resisting it is part of doing this work with integrity. A name on a page is an accountability claim, whether or not the person treats it as one.

Why real clinical authorship became an advantage

Here is the turn that makes the story less bleak. The flood of cosmetic compliance has, paradoxically, raised the value of the real thing — both ethically and commercially.

Ethically, it is straightforward: content a qualified person genuinely reviewed is safer for the reader, and safety is the entire point. But the commercial case has caught up. As manufactured signals proliferate, the distinguishable real one becomes scarce and valuable. A named clinician with verifiable credentials, a checkable professional history, a body of work under their own name, and content that visibly reflects their judgement — that is hard to fake at scale, and increasingly the thing that separates a trusted publisher from a content farm wearing the same badge. Search systems and readers alike are getting better at detecting the costume, which means the publishers who invested in the genuine article are holding an asset the imitators cannot cheaply copy.

What genuine experience signals actually look like

If the costume is a photo and a string of letters, the real thing has a different texture. Genuine experience shows up as specificity that only a practitioner would supply: the named red-flag symptom, the interaction that actually catches people out, the honest "this is debated" where a confabulator would assert. It shows up as a clinician willing to say a piece should not run as framed — judgement exercised, not just a signature applied. It shows up as a verifiable identity: a real registration, a real history, work that connects to a person who can be asked about it. And it shows up as content that changes because a clinician engaged with it — additions, caveats, things held back — rather than content that merely acquired a badge after the fact.

None of these can be bought as a sticker. That is precisely why, in a field drowning in cosmetic compliance, they have become the signal that holds.

Practical takeaways

• E-E-A-T and YMYL pressure made who wrote and reviewed this a ranking-relevant question, and genuinely improved a lot of health content.
• It also produced cosmetic compliance: bought badges, manufactured author profiles, and vague "our medical team" credentials that resist the one question that matters.
• Cosmetic compliance is the reviewer's problem because it makes real scrutiny indistinguishable from a rubber stamp, eroding the signal everyone relies on.
• The flood of fakes has raised the value of the real thing — distinguishable, verifiable clinical authorship is now both an ethical and a commercial advantage.
• Genuine experience signals are specific, checkable and accountable; they cannot be bought as a sticker, which is why they hold.

What this doesn't mean

It doesn't mean E-E-A-T is a cynical game, or that every named author is a fiction — most are real, and the framework pushed health publishing in a better direction overall. Nor does it mean credentials are everything; a credential without genuine engagement is just a fancier badge. The point is that the signal and the substance came apart, and the publishers worth trusting are the ones who kept them together.

A closing thought

The uncomfortable irony of E-E-A-T is that a framework designed to surface real expertise also created a market for counterfeiting it. But counterfeits have a weakness: they are cheap to produce and therefore everywhere, which makes the genuine article scarce by contrast. The clinician who actually reads the piece, actually checks the claim, and is willing to put their real name and real judgement behind the result is doing something that does not scale and cannot be faked. In a field full of costumes, that turns out to be the most durable signal of all — and the only one that was ever about the reader rather than the ranking.

Further reading and sources

• Google Search Quality Rater Guidelines — on experience, expertise, authoritativeness and trust in YMYL content
• Patient Information Forum — PIF TICK criteria for trustworthy health information
• General Medical Council — Good Medical Practice (honesty, integrity and accountability)
• International Committee of Medical Journal Editors (ICMJE) — recommendations on authorship and accountability
• NICE — guidance library (the currency benchmark for UK content)
• This site's companion pieces — What "Medically Reviewed By" Should Mean and What a Medical Reviewer Actually Does