News and Updates about LLM Scout
Product updates, research notes, and practical guides to help you win visibility in AI answers.
Posts: 7
Topics: 4
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Articles
All posts • 7 total
Frank Vitetta
02 Sept 2026 / AI Visibility
Old Content Is Invisible to AI: Content Refresh Rules for 2026
AI systems cite URLs 400 days fresher than organic rankings. Learn the 4-bucket framework for deciding what to refresh, delete, or restructure for AI visibility.
Frank Vitetta
25 Aug 2026 / AI Visibility
Dead Pages Still Shape AI Answers About Your Brand
Research: deleted pages were cited by AI 8 months after removal. Learn why updating beats deleting, and how to audit ghost citations invisible to analytics.
Frank Vitetta
13 Jul 2026 / Research
AI Cites Lists, Not Homepages: ChatGPT vs Claude
63,500 ChatGPT and Claude citations show ranked lists win (75-81%) while homepages barely register. The two models rarely cite the same sources.
Frank Vitetta
14 May 2026 / AI Coding
Local AI Coding in 2026: Qwen, DeepSeek & No More NVIDIA
How 128GB gaming PCs and Mac Studios plus models like Qwen3-Coder-Next made local AI coding genuinely usable in 2026, and why a new IDE, Code Scout, was needed.
Frank Vitetta
14 Apr 2026 / Research
Why AI Referral Traffic Is Falling (Even as AI Usage Grows)
AI answers are compressing. Fewer citations per response means fewer outbound clicks — even as prompt volume increases.
Frank Vitetta
15 Jan 2026 / AI Visibility
Profound vs Peec AI: Which Tool Is Better?
Compare Profound and Peec AI for AI visibility: pricing, model coverage, features, use cases, and a lower-cost alternative.
Jon Taylor
27 Nov 2025 / Article
LLMscout vs Peec AI - Which Should You Choose?
LLM Scout helps you track, benchmark and boost how your brand appears across all major models at a smarter cost.
Compare it to Peec AI and you’ll see why LLM Scout gives you broader coverage, more actionable insights and better value per prompt.