Does Google Penalize AI Content? What Google’s Own Slop Research Shows
Google doesn't penalize AI content, but it does target mass-produced AI slop. Here's what Google's own detection research reveals, and how to stay clear.
read more ›I’ve spent 12+ years making complex sites findable. Here’s what that looks like in practice.
// by the numbers
// the work
Strategy-first consulting with adaptive execution. Every initiative tied to business outcomes, every month adapted to where data says to focus.
A unified program covering on-page optimization, off-site brand signals, and proprietary tracking. Built for brands serious about growing visibility in the AI era.
enter ›Organic growth built around the highest-leverage opportunities, not a generic checklist. Priorities scored by effort and impact, sequenced so the work that moves revenue ships first.
enter ›Technical SEO is the foundation everything else is built on. If search engines and AI platforms can't access and understand your content, no amount of strategy will fix it.
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enter ›// recent signals
Google doesn't penalize AI content, but it does target mass-produced AI slop. Here's what Google's own detection research reveals, and how to stay clear.
read more ›I implemented Google's Agentic Resource Discovery spec on my own site. See how ai-catalog.json works, what broke on WordPress, and what it means for…
read more ›Open Knowledge Format (OKF) is Google's vendor-neutral markdown standard for feeding AI agents your content. Here is what it is and how to add…
read more ›// the operator