Beyond the Click: Understanding the Shift from SEO to GEO
Razvan Iordache
5 min read
Why structure, entities, and trust matter more than traditional SEO as AI moves from retrieval to synthesis.
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GeoVector Blog
Insights, strategies, and trends in AI search visibility for enterprise marketing leaders
Prompt Engineering: Forcing Consistency with Auxiliary Outputs
Feipeng Liu
6 min read
improve the robustness of model output by asking the model for an additional, related output field. This simple change forces the model to be more consistent and accurate.
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How AI Search Actually Works
Razvan Iordache
5 min read
A GEO‑friendly explainer: knowledge cutoffs vs live browsing, how models decide, why structure wins.
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You Cannot Craft Software Faster Than Your Understanding - A Reflection on AI Assisted Coding
Feipeng Liu
8 min read
Lesson learnt from AI-assisted software development.
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The Many Factors of Non-determinism of AI Assistants
Feipeng Liu
5 min read
Explore the various elements that contribute to the non-deterministic behavior of AI assistants and its impact.
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Metrics That Matter: How to Measure Your Brand's True Visibility in the Age of AI Search
Razvan Iordache
8 min read
Discover why traditional metrics fall short and why position-adjusted word count is the only metric that truly captures your brand's AI search visibility.
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