Gartner surveyed 645 B2B buyers in August and September 2025, and half of them (51%) said GenAI was where they were more likely to run into misleading information. (Gartner) If you run a fintech brand, that distrust is aimed at you whenever a model garbles your fees or your license, which is why two dry search-quality terms deserve your attention.
YMYL stands for "Your Money or Your Life". The search engine's own documentation uses the term for topics that "could significantly impact the health, financial stability, or safety of people, or the welfare or well-being of society." (search documentation)
E-E-A-T stands for experience, expertise, authoritativeness and trustworthiness. It's how the documentation describes the qualities ranking systems try to identify in helpful content.
For fintech, the connection is simple. The same documentation says its systems "give even more weight to content that aligns with strong E-E-A-T" on YMYL topics. Most of what a payments, lending or banking-infrastructure company publishes touches someone's financial stability. So the bar is higher for you than for, say, a project management tool.
Our position: for a fintech company, E-E-A-T is not an SEO project you bolt on. It's your compliance standard, made visible. If your fees, rates and licensing claims aren't accurate and attributed, no amount of author bios will help. This explainer covers what the two terms actually mean (and what they don't), which fintech pages are YMYL, how to show each part of E-E-A-T, and how this carries over into AI answers.
What E-E-A-T is, and what it isn't
There's a lot of folklore about E-E-A-T. Google's own documentation (last updated Oct 5, 2026) says the following.
It isn't a ranking factor by itself. Google: "While E-E-A-T itself isn't a specific ranking factor, using a mix of factors that can identify content with good E-E-A-T is useful." (Google Search Central) There's no E-E-A-T score to raise.
Trust is the center. "Of these aspects, trust is most important. The others contribute to trust, but content doesn't necessarily have to demonstrate all of them." (Google Search Central)
Quality raters don't rank your pages. Google uses human raters to check whether its algorithms work. The criteria are in the Search Quality Rater Guidelines. But "search raters have no control over how pages rank." (Google Search Central) The guidelines tell you what Google is aiming for. They aren't a checklist its algorithm runs. The current edition dates from September 2025, so treat it as background, not news.
Main content matters as much as signals. Google's helpful-content page says that, beyond E-E-A-T, the rater guidelines treat the quality of the main content as "one of the most critical factors for assessing page quality." (Google Search Central) SEO consultant Aleyda Solis shared that line on X on Oct 2, 2026, as reassurance. (Aleyda Solis on X)
For YMYL, accuracy has a specific meaning. Google says YMYL content "must be highly accurate and consistent with established expert consensus." (Google Search Central) A contrarian take on interest rates might make a good LinkedIn post. On a YMYL page, it needs a clear label and evidence.
Which fintech pages are YMYL?
Not every page on a fintech site carries the same risk. A working split, based on Google's definition (money, financial stability, safety). It's our reading, not an official Google classification.
Page type | YMYL risk | Why |
|---|---|---|
Guides on loans, credit, taxes, investing or personal finance | High | Directly affects someone's financial decisions |
Fees, rates, APR and pricing pages | High | Wrong numbers cost people money |
Security, fraud and data-protection pages | High | Affects safety of funds and data |
Licensing, regulatory status and coverage pages | High | Misstating them can mislead customers and regulators |
Comparisons of financial products | High | Steers financial choices |
API docs and developer guides | Medium | Affects how money moves, but readers are technical |
B2B infrastructure product pages (payments, KYC, ledgers) | Medium | Buyers are businesses, but outcomes affect end users |
Company news, hiring, culture | Low | Not about anyone's money |
A B2B infrastructure company might think YMYL doesn't apply because it sells to businesses. Google's definition doesn't make that exception. If the page helps decide how money moves, treat it with care. Firms selling a regulated service rather than a product can see our financial services SEO page.
How to show each part of E-E-A-T on a fintech site
Google suggests asking "Who, How, and Why" about every piece of content. (Google Search Central) Each part of E-E-A-T looks like this in fintech, with the Who/How/Why lens folded in.
Experience: show you've done the thing
Experience means first-hand use. For a fintech company, that's things like:
An engineer explaining how your team handled a real migration between payment processors.
A support lead writing up the most common reasons payouts get delayed, from actual tickets.
A product page showing the real dashboard, not a mock-up.
SEO consultant Lily Ray noted in May 2026 that since Google added "Experience" to E-E-A-T in 2022, results have evolved to favor authentic perspectives from real people. (Lily Ray on X)
Expertise: name real, qualified people
Financial content benefits from named authors and reviewers with relevant credentials.
Add bylines and short bios that say why this person is qualified.
For high-risk guides, add a named reviewer (compliance, a licensed professional, or a domain expert) and the review date.
Don't fake it. Google's documentation says plainly: "Fabricating creator profiles (such as by using AI-generated headshots, made-up names, or false credentials to make content appear as if it was written by human experts) is a form of deception." It adds that any form of deception makes a page untrustworthy to "both users and our automated quality systems." (Google Search Central)
Authoritativeness: be the source others cite
Authority is mostly earned off your site: coverage in the financial press, citations by other experts, partner pages, analyst mentions, regulators' public registers.
You can't write your way into authority. But you can make it easy to verify. Link to your regulatory registrations, name your banking partners where you're allowed to, and publish original data others will want to cite.
Trust: make it checkable
Trust is the part Google calls most important. For fintech, it usually comes down to:
Clear "who runs this site" information: company name, address, contact and support routes.
Fees, rates and terms stated plainly, with dates, and kept up to date.
Disclosures where they're expected (affiliate relationships, partner banks, risks).
Security information that's specific, not just badges.
Miraa's fintech page draws a related line for product companies: if the docs and the landing page disagree, the landing page loses, and so does any AI answer built from both. (Miraa)
AI content in YMYL: Google's line got sharper
On October 1, 2026, Google updated its guidance on AI-generated content: "It is critical to manually factcheck and review all AI-generated content for accuracy and trustworthiness before publishing." The review applies to titles, meta descriptions, structured data and image alt text as well. (Google Search Central)
For fintech, we'd take that further. Any AI-drafted page that mentions a rate, a fee, a regulation or a license should be checked by someone who can be held accountable for it. Miraa's own rule on its fintech page: it writes about licensing and coverage only from documents the client provides, and only with the client's review before publishing. It doesn't decide whether a claim is legally permitted. (Miraa)
E-E-A-T and YMYL in AI answers
Do the same quality standards apply when ChatGPT or Google's AI Overviews pick sources? For Google, yes. Its AI features "are rooted in our core Search ranking and quality systems," according to its optimization guide. (Google Search Central)
For other assistants, there's no official documentation, but practitioners are seeing similar patterns. In July 2026, Lily Ray posted an example where ChatGPT ran site: searches in its query fan-outs for a legal question, restricting them to specific authoritative sites. She compared it to Google in 2020, when only the most authoritative sites got to compete on such queries. (Lily Ray on X) In March 2026, she also posted what she called early signs of E-E-A-T mattering in query fan-outs. (Lily Ray on X)
Those are observations, not studies. But they point the same way: on high-stakes topics, AI answers seem to lean on sources that already look trustworthy.
The Gartner finding at the top is the buyer-side reason to care. An AI answer that invents your license or your fees does real damage in financial services.
For more on how answer engines pick sources, see What is AEO?. For the difference between optimizing for them and for Google, see AEO vs SEO.
When an AI answer gets your product wrong
This happens a lot in fintech, because the details that matter (which countries, which license, which partner bank, which fee) are exactly the details a summary drops.
When you find a wrong answer, work backward:
Find the source. Check the citations, if the engine shows them. Often the error comes from an old press release, a directory listing, or a third-party comparison page, not your site.
Fix your own page first. Make the correct fact easy to find, in the same sentence as the claim it qualifies. "Available in the EU and UK" belongs next to the feature, not in a footnote.
Correct third-party sources. Ask directories, partners and review sites to update outdated details.
Re-check on a schedule. Answers vary by engine and by run, so one fixed answer doesn't mean the problem is gone.
Don't try to "flood" the web with corrections. Google's optimization guide warns that mass-producing content to influence AI responses can violate its scaled content abuse policy. (Google Search Central)
Common E-E-A-T myths in fintech
"Add author bios and you've done E-E-A-T." Bios help with the "Who". They don't fix inaccurate content, missing disclosures, or thin pages.
"E-E-A-T is a score we can audit." Google says it isn't a ranking factor by itself. Audit the things it's made of: accuracy, sourcing, authorship, transparency.
"YMYL only applies to consumer finance." Google's definition covers financial stability broadly. B2B pages about payments, lending infrastructure or treasury still affect where money goes.
"We need special schema for trust." Structured data can help with rich results, but Google says no special markup is required for its AI features. (Google Search Central) Trust comes from what the page says and who stands behind it.
A fintech E-E-A-T audit checklist
Use this on your 20 most important pages.
[ ] Is it clear who wrote the page, and why they're qualified?
[ ] For high-risk pages, is there a named reviewer and a review date?
[ ] Are all rates, fees and terms correct today, and dated?
[ ] Do claims about licenses, partners and coverage match your actual documents?
[ ] Do the marketing pages agree with the docs and the terms?
[ ] Is there a visible "about", contact and support route?
[ ] Are affiliate or partner relationships disclosed where expected?
[ ] Has every AI-assisted draft been fact-checked by a person, including titles and meta descriptions?
[ ] Does the page include something first-hand: real data, real screenshots, real process?
[ ] When you ask ChatGPT, Perplexity and Gemini about your product, do they get your fees, licenses and coverage right?
For crawl and indexing issues that stop your best pages from being found at all, see Miraa's technical SEO page.
Final thoughts
E-E-A-T and YMYL sound like SEO jargon. For fintech, they're mostly a restatement of what regulators and customers already expect: be accurate, say who you are, and don't overclaim. The difference now is that search engines and AI answers are reading for the same things.
The order matters, so do it this way. Fix fees, rates and licensing claims first, because an inaccurate claim on a YMYL page is a risk no byline can offset. Then add named, credentialed authorship. Then publish the first-hand content that sets you apart. And skip the shortcuts: invented expert profiles, "trust schema" and AI drafts that nobody accountable has checked.
If you're comparing partners, the roundup of fintech SEO agencies looks at which agencies are built for compliance-ready content. Miraa names fintech among the industries it works in, and its fintech SEO services page explains how it handles the compliance gate.