- SEO consultant Glenn Gabe has flagged another risky pattern for site owners: programmatic SEO, international scaling and YMYL content all running together.
- The warning is not that every programmatic site is doomed. It is that scaling weak signals across countries, languages and sensitive topics can make indexing problems much harder to diagnose and recover from.
A site using programmatic SEO had expanded across countries and languages in a YMYL category. According to SEO consultant Glenn Gabe, visibility tanked and the site was barely indexed.
The detail that made SEOs pay attention was the combination.
Programmatic pages. International expansion. YMYL content. Weak or unclear index coverage. No manual action visible from what Gabe understood at the time.
None of those factors is automatically fatal on its own. Together, they create the kind of setup where Google has to evaluate a large number of similar pages in a category where quality, trust and risk matter more than usual.
Programmatic SEO + scaling to additional countries/languages + YMYL category can be risky. Interesting case here. Tanks in visibility and now is barely indexed. No manual action from what I understand. pic.twitter.com/nM4REO4TRa
— Glenn Gabe (@glenngabe) June 21, 2026
Gabe posted the warning on X on June 21. His point was not that programmatic SEO is always spam. It was that the risk changes when programmatic methods are used to scale sensitive content across multiple markets.
That is the part many site owners still underestimate.
Scaling does not only multiply reach. It multiplies whatever quality signals, technical mistakes and editorial weaknesses already exist.
The Problem Is Not Programmatic SEO Alone
Programmatic SEO is not automatically low quality.
Some sites use structured data, templates and automation to create useful pages at scale. Travel sites, ecommerce sites, marketplaces, directories and comparison platforms all rely on some version of this model.
The problem starts when the page template becomes the strategy.
If thousands of pages are created from the same structure with only minor keyword, location or product changes, Google has to decide whether those pages add anything useful. In many cases, the answer may be no.
Google’s spam policies describe scaled content abuse as creating many pages primarily to manipulate search rankings rather than help users. The policy does not only apply to AI content. It applies regardless of how the pages are created.
That matters for programmatic SEO because automation can make a weak idea look like a large site very quickly.
A few thin pages are a quality issue. Thousands of thin pages can become a site-wide signal.
YMYL Raises the Cost of Weak Signals
The risk becomes sharper when the site operates in a YMYL category.
YMYL stands for “Your Money or Your Life.” In SEO, it usually refers to topics where bad information can affect a person’s health, finances, safety or major life decisions.
That includes obvious categories such as medical advice, finance, insurance and legal topics. It can also include less obvious areas where users may make high-stakes decisions based on what they read.
Google’s guidance around helpful content says its systems are designed to prioritize helpful, reliable information created for people rather than content created mainly to manipulate rankings. For YMYL sites, that standard matters more because the consequences of poor information are higher.
This is where many scaled sites run into trouble.
A programmatic page about a low-risk topic may be tolerated if it is useful enough. A programmatic page about a sensitive financial or medical decision has a much higher burden. It needs clear sourcing, editorial review, expert input, trust signals and a reason to exist beyond matching a search query.
Without those signals, scale starts to look less like coverage and more like risk.
International Scaling Can Make the Same Problem Bigger
International expansion often looks like a growth lever.
Take the existing template, translate or localize it, add country pages and open new search markets.
That can work when the localized pages are genuinely useful. But it can backfire when the new versions only repeat the same structure with different country names, currencies or translated phrases.
Google is not only evaluating whether a page exists in another language. It is evaluating whether that page is useful for users in that market.
A page for Germany may need different regulations, examples, providers, terminology and trust signals than a page for the United States. A page for France may need more than a translated version of the English page. A page for an Arabic-speaking market may need regional context, local examples and editorial review from someone who actually understands the topic.
If that work is skipped, international SEO can multiply weak content instead of expanding a strong site.
For YMYL sites, that is especially dangerous. A weak template in one market is a problem. The same weak template copied across ten languages becomes a larger quality footprint.
No Manual Action Does Not Mean There Is No Problem
One reason cases like this are confusing is that Search Console does not always give site owners a simple answer.
A site can lose index coverage, lose visibility or move large groups of URLs into “crawled, currently not indexed” without a manual action appearing in Google Search Console.
That does not automatically mean the site has been “penalized.” It also does not mean the site is fine.
As The Query Post recently reported, publishing content has become easier, but Google is still deciding what deserves to be indexed. Many site owners are now seeing the same uncomfortable pattern: pages can be discovered, crawled or even published at scale without earning stable visibility in Google’s index.
That distinction matters.
If a URL is still indexed but no longer ranking, that is a ranking problem. If Google has selected a different canonical, that is a canonical problem. If a page is “crawled, currently not indexed,” Google has seen the page but decided not to keep it in the index. If the entire site disappears, the investigation has to become much broader.
The wrong diagnosis leads to the wrong fix.
Glenn Gabe’s Case Study Shows Why Diagnosis Matters
Gabe has also published a separate case study on GSQI that shows how misleading early deindexing signals can be.
In that case, a YMYL site with around 20,000 URLs was suddenly removed from Google’s index. At first, there was no manual action visible in Search Console. Given the site’s footprint, programmatic elements and AI-assisted content sections, it would have been easy to assume the content itself was the trigger.
But the real cause was different.
Gabe’s investigation found that the www version of the site had been compromised through an old DNS setup. It was redirecting users to a gambling site. A manual action for major spam problems arrived later, after the site had already been affected in search.
That case is important because it cuts against lazy SEO diagnosis.
AI content was not the cause. Programmatic SEO was not the cause. The visible symptom was deindexing, but the underlying issue was a security and DNS problem that only became clear after checking the right Search Console properties.
For site owners, the lesson is uncomfortable but useful: when index coverage collapses, do not assume the first obvious explanation is the correct one.
Scaled Sites Need Section-Level Audits
For programmatic sites, aggregate data can hide the real issue.
A domain-level chart may show visibility falling, but it will not tell you whether the problem started in one country section, one language version, one template type or one subdomain.
That is why scaled sites need section-level diagnosis.
SEOs should look at:
- Index coverage by page type
- Index coverage by country or language folder
- Template groups with the highest duplication
- Pages stuck in “crawled, currently not indexed”
- Canonical patterns across localized pages
- Internal links to newly scaled sections
- Traffic and query changes by directory
- All relevant GSC properties, including www, non-www, HTTP, HTTPS and subdomains
This is where many programmatic SEO projects become fragile.
The pages may look fine in isolation. But when sampled by template group, they often reveal the same problem repeated hundreds or thousands of times.
Thin introductions. Reused explanations. Missing local detail. AI-assisted filler. Weak authorship. No first-party data. No reason for Google to prefer one page over another.
That is not a small content issue. At scale, it becomes a site quality issue.
AI Content Makes the Review Problem Harder
AI-assisted content is not automatically against Google’s rules.
Google has repeatedly framed the issue around value and purpose rather than the tool used to create the content. Its guidance on generative AI content says using AI to generate many pages without adding value may violate the scaled content abuse policy.
The problem is that AI makes weak scaling easier.
A site can now produce hundreds of location pages, product explainers, glossary entries or country guides with very little friction. If those pages are not reviewed by someone who understands the topic, the output may look polished while still adding very little.
That is especially risky in YMYL categories.
A light edit is not the same as editorial oversight. A grammar pass is not the same as expertise. A translated template is not the same as local relevance.
If programmatic SEO is being used with AI-assisted content, the review process has to become stricter, not looser.
What Programmatic SEO Teams Should Check Before Scaling Further
For any site running programmatic SEO in a sensitive category, the next step should not be more pages.
It should be an audit of the pages already published.
Before scaling further, teams should ask:
- Does each template create genuinely useful pages or just keyword variations?
- Are country and language versions locally useful or simply translated?
- Do YMYL pages have proper editorial review and clear accountability?
- Are AI-assisted sections checked for accuracy, usefulness and repetition?
- Can users tell who created or reviewed the content?
- Do important pages have internal links from relevant hubs?
- Are weak sections being indexed at a lower rate than stronger sections?
- Are all Search Console properties and subdomains monitored?
- Are canonical, hreflang and noindex signals clean?
- Would the page still deserve to exist if search traffic disappeared?
That last question is often the most revealing.
If a page only exists because a keyword exists, it is vulnerable. If it exists because it helps a real user make a better decision, it has a stronger chance of surviving Google’s quality filters.
The Bigger Pattern SEOs Are Watching
The Gabe post fits into a broader indexing conversation that has been building through 2026.
SEOs are seeing more cases where pages are crawled but not indexed, indexed briefly and dropped or grouped into low-value sections that Google seems less willing to keep. Some of those cases are real quality problems. Some are technical issues. Some are reporting confusion. Some may be related to updates.
That is why the answer cannot be “Google hates programmatic SEO.”
The more accurate answer is that Google appears less willing to reward scaled pages that do not show enough unique value, especially when the topic is sensitive and the site has expanded faster than its quality controls.
As The Query Post has previously reported, index coverage is becoming a more important SEO issue. Ranking is not the only problem anymore. For many sites, the first battle is staying in the index at all.
What This Means for Programmatic SEO
Programmatic SEO is not dead.
But the old version of programmatic SEO is getting harder to defend.
Publishing thousands of pages around keyword patterns, adding AI-assisted filler and then translating the same structure across markets is not a durable strategy in a YMYL category.
The risk is not just that pages will rank badly. The risk is that Google may decide many of those pages are not worth indexing in the first place.
That changes the job.
Programmatic SEO teams now need stronger templates, better data, real editorial review, cleaner technical monitoring and more restraint before expanding into new markets.
They also need better diagnosis when things go wrong.
A visibility collapse can come from content quality, technical mistakes, canonical issues, security problems, delayed manual actions or a mix of signals. The first explanation is not always the right one.
The practical takeaway is simple: scale makes SEO more powerful, but it also makes mistakes more expensive.
In YMYL categories, programmatic growth has to be earned page by page, section by section and market by market.
Otherwise, the site may not just lose rankings. It may lose Google’s willingness to keep the pages in the index at all.
