{"id":13188,"date":"2026-06-16T08:03:32","date_gmt":"2026-06-16T07:03:32","guid":{"rendered":"https:\/\/absolute.digital\/?p=13188"},"modified":"2026-10-27T12:56:43","modified_gmt":"2026-10-27T12:56:43","slug":"google-has-declared-war-on-bought-ai-citations","status":"publish","type":"post","link":"https:\/\/absolute.digital\/ae\/insights\/google-has-declared-war-on-bought-ai-citations\/","title":{"rendered":"Google Has Declared War on Bought AI Citations"},"content":{"rendered":"

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On 15 May 2026, Google quietly updated its spam policy documentation. One line changed. The definition of spam now explicitly includes \u201cattempting to manipulate generative AI responses in Google Search\u201d. In June, Google followed up with formal guidance on optimising for AI search, including a direct warning against manipulating or buying citations.<\/p>\n

Most of the industry read it as housekeeping. It is not. It is the formal end of the grey period in AI search<\/a>, and it puts a meaningful share of the \u201cGEO\u201d and \u201cAI visibility\u201d market on notice. Any brand that has bought its way into AI Overviews, AI Mode answers or LLM citations over the past 18 months now holds the same risk profile as a brand that bought links in 2011.<\/p>\n

We have watched this exact cycle play out before, with links. The brands that came through Penguin untouched were the ones whose links existed because they had earned them. The same will be true here.<\/p>\n

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Key finding<\/p>\n

A site demoted for spam violations is excluded from both traditional rankings and the AI citation pool. One penalty, every surface. For regulated brands where organic visibility carries a disproportionate share of acquisition, this is a structural risk, not a traffic dip.<\/p>\n<\/div>\n

What changed in Google’s spam policies<\/h2>\n

Until May, there was a documentation gap. Google’s spam policies governed rankings. AI Overviews and AI Mode sat in an ambiguous space where nobody could point to a written rule that said manipulating citations was a violation. Plenty of vendors built businesses inside that ambiguity. The update closes it. Three things now sit on the record.<\/p>\n

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Coverage<\/p>\n

Spam policies apply to every surface of Search, including generative AI responses. The full March 2024 spam catalogue (scaled content abuse, site reputation abuse, expired domain abuse and link spam) now formally applies to AI citations. There is no separate AI rulebook.<\/p>\n<\/div>\n

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Link spam<\/p>\n

Link spam provisions carry over unchanged. Buying or selling links and mentions is a violation whether the target is a blue-link ranking or an AI Overview citation. The same applies to parasite content published on high-authority hosts to borrow their signals.<\/p>\n<\/div>\n

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Cloaking<\/p>\n

Serving AI crawlers different content is cloaking. Google and Bing signalled in February 2026 that separate markdown pages or modified content for AI crawlers constitutes cloaking. The May update formalises the policy basis for that position.<\/p>\n<\/div>\n

The practical consequence is the one that matters: a site demoted for any of these violations is excluded from the AI citation pool, not just the rankings.<\/p>\n

The tactics now classed as spam<\/h2>\n

The last 18 months produced a wave of agencies and tools selling AI visibility as a product. Some of that work is legitimate. A lot of it is not, and the people buying it often cannot tell the difference. The illegitimate version follows a recognisable pattern. Each of the following is now, in writing, a spam violation:<\/p>\n