In a test with Gemini Nano, the AI describes DOM changes well but fails when issuing SEO judgment
Chris Green proposes that software should establish the facts, AI should explain them, and the person should decide.
Source: Search Engine Journal, 6 oct
A 404, the canonical, or robots.txt permissions do not need an LLM. AI helps summarize findings, draft tickets, and explain ambiguous changes.
In the test, Gemini Nano described the changes well, but mismatched the facts and invented justifications. It is one author's experience, not a study.
Gemini Traditional SEO