AI Visibility & GEO Blog
Practical guides to AI brand visibility, LLM tracking tools, citation sources and content gaps. Learn how to measure, compare and improve your presence in AI answers.
Start with a practical guide
Choose an LLM visibility tool
Compare eight LLM visibility tracking tools by features, verified pricing and use case. Learn what to check before buying and turn visibility gaps into actions.
Understand AI brand visibility
Boost your AI visibility to rank higher in AI-powered systems like LLMs. Discover how Contxt empowers businesses to stand out and drive smarter growth.
Plan your visibility measurement
Unlock the power of brand visibility monitoring with advanced analytics and Contxt’s cutting-edge tools to keep your brand thriving in AI systems.
Build a GEO content strategy
Master generative engine optimization to amplify AI visibility and outpace competitors. Discover actionable strategies to position your business as an industry leader.
Latest articles
The Cross-Provider Visibility Gap: Why 39% of AI Systems Disagree on Brand Recommendations
Discover why the AI visibility gap leaves 39% of brand recommendations in conflict—and how to align strategies for consistent results across top AI systems.
Open-Source vs Commercial LLM Visibility Tools: Lessons Learned from Real-World Implementations
Discover real-world insights on LLM visibility tools implementation, comparing open-source and commercial options to uncover their true impact across industries.
Why 39% of AI Systems Disagree on Brand Recommendations (and How to Fix It)
Discover why 39% of AI brand recommendations clash between systems like ChatGPT and Google AI—and learn how Contxt’s data-driven strategies can unify them.
Decoding Brand Signals: How AI Systems Interpret Authority Across Industries
Discover how AI deciphers brand authority in diverse industries, revealing key strategies to boost visibility through tailored authority signals and metrics.
Why 39% of AI Systems Disagree on Brand Recommendations (and What It Means for GEO)
Discover why 39% of AI systems recommendations clash on brand visibility and learn how GEO can unify strategies for seamless cross-platform success.
From Algorithms to Agents: Why GEO Requires a Psychology-Driven Approach for Brand Visibility
Unlock the psychology of GEO to boost brand visibility—learn how AI decision-making, trust signals, and emotional resonance reshape your strategy.
Behind the Curtain: How AI Systems Evaluate Brand Authority in Generative Engine Optimization
Uncover the secrets of brand authority in GEO as we explore how AI systems rank, cite, or overlook brands—plus actionable strategies to stay ahead.
The Ethics of AI Visibility: Balancing Business Goals with Responsible Practices
Navigate the crossroads of ethical AI visibility and business success with actionable insights to optimize your brand's impact without compromising integrity.
Why 39% of AI Systems Disagree on Brand Recommendations (And How GEO Bridges the Gap)
Discover why 39% of AI systems clash on brand recommendations and how Contxt's AI visibility tools use GEO to ensure your business shines everywhere it matters.
How AI Bias Impacts LLM Visibility: A Roadmap for Ethical Optimisation
Discover how AI bias and LLM visibility shape business outcomes, and unlock ethical strategies to ensure fair representation in the evolving AI landscape.
Why Your Brand Is Invisible to AI: Insights from 2,641 Prompts
Discover why your brand is invisible to AI despite great SEO. Uncover data-driven strategies and top AI visibility tools to boost your LLM rankings.
The Hidden Cost of Ethical Blind Spots in LLM Visibility Strategies
Uncover the hidden risks of ethical LLM visibility strategies—learn how biases in AI can harm your brand and trigger regulatory pitfalls.