AI Visibility Blog

Expert insights on AI visibility, LLM brand monitoring, and content strategy from the Contxt team. Learn how to make your brand visible to ChatGPT, Google AI Overview, Claude, Perplexity, and Gemini.

Topics covered: AI Visibility Strategy, Content Optimisation for LLMs, Brand Tracking, Competitor Analysis, Buying Journey Coverage, Content Gap Analysis.

Latest Articles

• Is GEO Just Good SEO? What 1,899 AI Prompts Tell Us About Brand Visibility - We ran 1,899 AI prompts across 26 businesses to test whether good SEO automatically produces good AI visibility. The results challenge one of digital
• Top 25 LLM Visibility Tools Compared: Features, Pricing & Reviews for 2026 - The most thorough ranking of LLM visibility tools available in 2026. We tested and compared 25 platforms - from enterprise-grade solutions to scrappy
• The Two Visibility Problems Every Business Now Has (and Why Solving One Does Not Solve the Other) - Every business faces two visibility challenges: being seen by customers and understanding internal operations. Fixing one won’t fix the other—both are
• AI Visibility Metrics That Matter: A Practical Framework for Measuring Success - Unlock the power of AI visibility metrics with a practical framework to track citation rates, cross-platform reach, and prompt performance for measura
• The Quiet Power of Specialised LLM Visibility Tools: A Sector-by-Sector Breakdown - Unlock the potential of specialised LLM visibility tools with a sector-focused approach—discover how tailored solutions transform industries from heal
• The Hidden Impact of Cross-Language LLM Visibility: How Brands Are Missing Out Globally - Discover how cross-language LLM visibility could unlock global growth for your brand. Learn to tackle biases and optimise content for non-English mark
• The Hidden Gap: Why Brands Struggle with AI Visibility Across Platforms - Discover why brands face a 39% divergence in AI recommendations and how AI visibility tools can bridge the gap for consistent success across platforms
• From Visibility to Influence: How Award-Winning LLM Platforms Shape Buyer Decisions - Discover how award-winning LLM platforms transform "LLM visibility influence" into decision-shaping power, redefining buyer choices with data-driven p
• The Cross-Provider Visibility Gap: Why Your Brand Might Be Invisible to AI Systems - Discover the AI visibility gap: 39% of brand recommendations differ between ChatGPT and Google AI. Learn how to close the gap and stay seen across pla
• The Strategic Pivot: Why LLM Visibility Will Reshape Enterprise Positioning by 2028 - Unlock the future of enterprise success: discover why an LLM visibility strategy is the game-changing pivot businesses need to thrive in the AI-driven