A Documentation Standard for AI-Assisted Content: Show Who, How, and Why

Jul 19, 2026

Trust grows when readers can see who is responsible for a page, how important claims were checked, and why the content exists. That is especially useful for AI-assisted writing, where a polished surface can conceal a thin research process.

AI Detector's documentation page, captured on July 19, 2026

Product reference: the public documentation page captured on July 19, 2026.

Last reviewed: July 19, 2026 Use case: product documentation, guides, tutorials, and editorial knowledge bases

The minimum record for a high-value page

Add five pieces of information where they would help a reader evaluate the page:

  1. Owner: named author, editorial team, or accountable organization.
  2. Review date: when the information was last materially checked.
  3. Method: whether the piece includes tested steps, primary sources, interviews, or AI-assisted drafting.
  4. Evidence: links to primary sources, screenshots, datasets, or reproducible examples.
  5. Boundary: what the page does not prove or cover.

This is not bureaucratic overhead. It helps readers choose how much to rely on a page and helps the next editor update it without guessing.

Worked example: document a product comparison honestly

Weak note: “We tested the best AI detectors and found one clear winner.”

Useful note: “On July 19, 2026, we compared four tools on a 40-document pilot containing verified human, model-generated, and human-edited text. Results describe this test set only; they are not a universal accuracy ranking.”

The useful note names scope, date, method, and limit. It gives a reader enough context to decide whether the comparison applies to their situation.

Use screenshots as evidence, not decoration

A screenshot should show a real interface, date, and meaningful state. Its caption should explain what the reader is looking at. Do not crop a result to imply a performance claim that the full workflow cannot support. If the screenshot contains account data or personal text, redact it before publication.

Keep AI disclosure proportional

Not every spelling correction needs a banner. Disclose substantial AI involvement when a reasonable reader would ask how the content was made—for example, when automation generated a large draft, a comparison table, or a recommendation. Google recommends considering “who, how, and why” as a way to help readers understand content, including AI-assisted content.

Sources and further reading

AI Detector Editorial Team

AI Detector Editorial Team