Research
3 articles about "Research".
We Scanned 1,646 Real AI System Prompts. Here's What We Found.
We ran our prompt defense scanner against 1,646 leaked production system prompts from ChatGPT, Claude, Grok, Cursor, Perplexity, and 1,300+ custom GPTs. 97.8% have no indirect injection defense. Average score: 36/100.
We Validated AVS With 816 AI Citations: Score 75 Is the Threshold for Getting Recommended by AI
We sent 155 queries to AI search engines, collected 816 citations, and scanned 721 websites for AI Visibility Score. Finding: 60% of cited sites score B or above. Recommendation queries demand AVS 80+. The first empirical study of AI search citation behavior.
I Scanned 25 Major Taiwan Brands: 0 Scored A, 0 Scored B, Average AEO Was 40/100
AI Visibility Score scan of 25 major Taiwan enterprises (104 Job Bank, ASUS, PChome, Cathay Bank...). Shocking: the highest score was C-grade. Average AEO was 40/100 (E-grade). Taiwan brands are nearly invisible to ChatGPT.