
GEO Spam Is Coming: How To Build AI Search Visibility That Survives
The spam industry is retooling for AI answers: citation farms, seeded threads, guaranteed-citation agencies. What survives the purges that follow.
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Showing posts tagged “GEO” · 92 articles

The spam industry is retooling for AI answers: citation farms, seeded threads, guaranteed-citation agencies. What survives the purges that follow.

Every major AI vendor now tells builders to make sites agent-ready. What the new brief specifies, the six items to hand your team, and what to avoid.

AI SEO optimization in 2026 has split from the hack era: what the GPT-5.6 shift, agent browsers, and per-engine measurement mean for the work now.

Figma's robots.txt tells Google's AI training crawler to leave, along with GPTBot and ClaudeBot. What that move means, and why most SaaS shouldn't copy it.

Claude now browses, clicks, and fills forms on live sites. How browser agents read pages, five fixes that help them, and the hidden-text trap to avoid.

Claude in Chrome went GA on all paid plans. Why live-page browsing changes AI citations: freshness, instant citability, and answers built on logins.

Perplexity Brain gives agents a self-improving memory wiki. Why answer incumbency, refresh cycles, and evidence links change how sources get picked.

Anthropic's September 2026 threat report details nine disrupted influence operations running fake news sites through Claude. What it means for AI search.

Anthropic's Model Hardware Standard lets AI agents run lab instruments and factory machines. Why the August 2026 preview matters for AI search visibility.

OpenAI's Build Agent Ready Websites announcement brings WebMCP site tools to ChatGPT. What the standard does and what B2B SaaS sites should prepare for.

Averi's data puts AI-citation inflection at piece 11 and full traction at piece 14. Here's the 90-day content calendar template for a SaaS publishing 25-40 posts a quarter, with the mix, cadence, refresh discipline, and traps that actually earn AI citations.

Fifteen verified AEO anti-patterns with the citation-loss numbers behind them. Opaque URLs cost 8.7 percentage points. Unicode bold kills ChatGPT retrieval by 58%. Chained redirects dump you from AI Overviews. Fix the mistakes, keep the citations.
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