AI-produced text that appears on a page without notifying users that it was generated by a model.
Search engines read this in the context of mimicking human authorship.
01What it is and how it works
A language model receives a prompt and returns a paragraph, list, or full article. The publisher copies that output directly into the website and does not add a disclaimer or attribution. The page’s HTML contains no schema or visible note that the text came from an AI system, so crawlers and readers assume a human author. The practice exploits the model’s fluency while hiding its origin.
AI text shown as if a person wrote it, with no label.
02What to do about it
Take a quick audit of your content pipeline and add clear signals wherever AI is used. Update editorial guidelines, train writers, and modify publishing tools to insert a disclosure automatically.
- Add a visible statement such as “This article was generated with AI assistance” at the top or bottom of the page.
- Use the
CreativeWorkschema with theauthorfield set to the AI provider and include adisclaimerproperty if your CMS supports it. - Create a checklist for every new piece that asks, “Is any part of this content AI‑generated? If yes, add a disclosure.”
03How it is measured or noticed
Our product scans the rendered text for patterns that match known model outputs, such as repetitive phrasing, lack of personal anecdotes, and statistical language. It also checks the page source for missing author markup or AI‑related schema. When a page scores high on the “AI‑style” signal but has zero disclosure tags, it is flagged as Undisclosed Generation.
04Common mistakes
- Leaving a disclosure only in the CMS draft but not publishing it.
- Using vague language like “assisted by technology” instead of naming the AI system.
- Adding a disclaimer in a sidebar that search bots cannot read.
05Limits
The term does not apply when the content is fully human‑written, even if the author used AI for research. It also does not cover cases where the AI output is heavily edited and the final piece bears a distinct human voice. Confusion often arises with “transparent generation,” where the AI is disclosed; that is a separate, compliant practice.
06Worked example
"We used GPT‑4 to draft the product description, then added a line at the end: ‘This description was generated with the help of GPT‑4.’ The page now passes our Undisclosed Generation check because the disclosure is visible and the schema includes author: OpenAI."Frequently asked questions
How is Undisclosed Generation different from disclosed AI content?
It is different because undisclosed AI text is presented as if a human wrote it, while disclosed content clearly states it was generated by a model. Search engines treat the former as deceptive, whereas the latter is considered transparent. The distinction lies in the presence or absence of a clear attribution.
Should we label AI‑generated text even if it only makes up a small portion of the article?
Yes, you should label any AI‑generated portion, no matter how small. Transparency requirements apply to the entire page, and even a brief AI snippet can be seen as misleading if not disclosed. Adding a simple note keeps the content compliant.
How does the product detect Undisclosed Generation on our pages?
It scans the rendered text for patterns that match known model outputs, such as repetitive phrasing, statistical language, and lack of personal anecdotes. The system compares these signals against a database of model signatures and flags content that looks AI‑generated without a disclosure. The detection runs automatically on each crawl.
Can the detection miss AI text that has been heavily edited by humans?
It can, because extensive human editing can mask the typical signatures the scanner looks for. The tool is most reliable on raw model output; once the text is rewritten, the likelihood of a false negative rises. You may need a manual review for heavily edited sections.
What are the consequences if we unintentionally publish Undisclosed Generation?
It can lead to search‑engine penalties, reduced trust from users, and potential compliance issues in regulated industries. Google may downgrade the page in rankings for deceptive practices, and users may lose confidence in the brand. The impact is often visible as a drop in traffic and engagement metrics.
How long after publishing does the product flag Undisclosed Generation, and can we act before search engines notice?
The product typically flags undisclosed AI text within a few hours of the page being crawled. This gives you a short window to add disclosures before search engines re‑index the page. Acting quickly can prevent the page from being labeled deceptive.
Asked out loud
spoken, not typedThe same term in the words somebody uses speaking to an assistant rather than typing into a box — written from the situation, which is why each one carries the situation it came from.
Yes, the report contains AI‑generated paragraphs that lack a clear disclosure. Adding a short note indicating the use of a language model will bring the document into compliance and avoid potential trust issues.
It depends, but you should add disclosures for any AI‑generated material before submission. Even small AI snippets require attribution to meet search‑engine guidelines and maintain reader trust.
Usually, Google treats undisclosed AI text as deceptive and may lower the page’s ranking. Adding a clear label removes the risk and keeps the content compliant with search‑engine policies.