Google flags AI manipulation as spam

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- Google updated its spam policy to treat attempts to manipulate its AI search responses as a spam violation.
- Google defines spam as deceptive techniques that aim to influence AI Overview or AI Mode results, including ranking content highly or shaping generative AI outputs.
- Recommendation poisoning—a tactic that injects instructions into LLMs to treat a site as authoritative—has been used to influence AI search results.
- BBC journalist used manipulation tricks to rank as the top “best hot dog eating tech journalist” in Google’s AI search results.
- GEO—the emerging generative engine optimization industry—promises to get brands and websites regularly mentioned and cited by AI search tools.
Why it matters: Websites that used tricks to game AI search now risk lower rankings or removal, while Google protects users from biased results; the move curtails the emerging GEO market and forces marketers to focus on genuine relevance.




