AI content detectors are collapsing as AR creation pipelines produce hybrid content that breaks every statistical model — here's what to do instead.
GEO Insights
·
Aug 19, 2026
·
8 views
SEO/GEO Optimization Tips & Practice · AIContent Strategy for AI Search
AI content detectors are collapsing as AR creation pipelines produce hybrid content that breaks every statistical model — here's what to do instead.
GPT-5-Mini Pricing: What the Numbers Actually Tell Us About OpenAI's Mini Model Strategy
120-page GEO audit revealed 87% citation failure rate. Six signals that actually predict AI visibility, a 3-week retrofit that worked, and what to stop doing now.
Ran 29 Fortune 500 and tech giants through a systematic GEO audit. Apple scored 30/100. Google scored 30. OpenAI scored 20. Here is the full dataset.
a16z's analysis on the shift from SEO to GEO validates what SilkGeo has been building. Real data from our server logs, honest takes on the $80B SEO market evolution, and a clear view of where search is heading.
China's GEO market is projected to grow 100x in 5 years. Most vendors are selling snake oil. Here's what actually works.
```json { "title": "I lost 14% of my organic clicks to AI Overviews in 3 weeks — here’s the data a
Audited 200 pages for AI citations — 83% were invisible. Here's the structural fix that doubled citation rates in six weeks.
Perplexity's enterprise growth signals a shift in SEO priorities—optimize for AI citation architecture or risk losing search visibility.
Ran 47 brand queries through AI search tools, restructured 15 pages for extractability, added Speakable schema, and watched citation rates jump from 40% to 57% in 90 days.
Topical authority beats domain authority 3:1 in AI citations — here's the data, the framework, and the 8-week playbook I use to fix it.
```json { "title": "Ranking #1 on Google got my client cited by ChatGPT 8% of the time — here's th