AI Search

Blueprint-style diagram showing AI-generated content feeding back into LLM training data with fake citations and degraded copies illustrating the AI slop loop

Lily Ray Planted a Fake Google Update and Fooled Every Major LLM

SEO researcher Lily Ray published a fabricated article about a Google core update that never existed. Within 24 hours, Google AI Overviews and Perplexity cited it as fact. The experiment, documented in Search Engine Journal, exposed a self-reinforcing loop where AI-generated misinformation gets scraped, republished, and treated as authoritative by

Blueprint-style technical diagram showing page title elements connecting to ChatGPT citation scores and selection filters

Ahrefs Found What Makes ChatGPT Cite a Page (It's Not What Google Rewards)

Ahrefs analyzed 1.4 million ChatGPT 5.2 prompts and found that title-query semantic similarity is the strongest predictor of whether a page earns a citation. ChatGPT retrieves roughly 33 URLs per prompt but cites only half of them. The deciding factor is not domain authority, metadata completeness, or word

Blueprint schematic of a Summarize with AI button labeled as a UX element, with annotations showing hidden URL prompt injection parameters and a callout counting 31 companies caught.

'Ask AI' Buttons Aren't Moving GEO. 31 Companies Turned Them Into Attacks.

Every SEO call this week has someone pitching 'Ask AI' buttons as the new generative engine optimization cheat code. A 'Summarize with ChatGPT' link in the header. A 'Save to Perplexity memory' toggle at the bottom of every article. The pitch is always the

Blueprint-style diagram showing SEO content splitting from one long guide into focused satellite pages with ChatGPT citation markers

Your Content Can Rank on Google or Get Cited by ChatGPT (Probably Not Both)

Isometric split of affluent pro using AI chatbot on laptop versus average consumer on traditional search with income data charts between them

AI Search Has a Wealth Gap Most Marketers Haven't Priced In

The GEO conversation has been loud. Every conference, every newsletter (including this one), every SEO consultant has spent the last year telling you to optimize for AI search visibility. Get cited by ChatGPT. Show up in Google's AI Overviews. Make your content AI-friendly. Good advice, mostly. But there&

Blueprint diagram showing web pages entering a citation funnel where 85 percent are filtered out by Google ranking authority signals

ChatGPT 5.3 Cut Its Citations by 20% and Google Rank Picks the Survivors

OpenAI shipped GPT-5.3 Instant to all ChatGPT users on March 3 and did not issue a press release about what it would do to publishers. The change was quiet: fewer outbound links per response, more internal reasoning, and a citation filter that looks suspiciously like Google's own

Isometric illustration of interconnected enterprise hub with AI search dashboards, chatbot interfaces, and satellite team nodes

Pfizer Moved AI Search In-House in 60 Days (the SEO Industry Should Worry)

Pfizer didn't issue a press release about this. There wasn't a keynote or a blog post announcing the strategy shift. The company quietly moved its entire SEO and AI discoverability operation in-house over the course of 60 days, according to Digiday. And that timeline tells you