
The Retrieval Layer War: What Google vs SerpAPI Reveals About AI Search
Google's lawsuit against SerpAPI accidentally revealed how ChatGPT finds information. Here's what marketers need to know about AI search in 2026.
AI perception insights and brand monitoring articles for the United Kingdom market.

Google's lawsuit against SerpAPI accidentally revealed how ChatGPT finds information. Here's what marketers need to know about AI search in 2026.

From Keywords to Context: Navigating the Generative Engine Optimization Landscape

Step-by-step guide to auditing your brand's AI perception. Learn exactly what ChatGPT, Claude, and Gemini say about your company and how to correct misinformation.

Visibility scores are vanity metrics. The real question is WHY AI ignores your brand—and what to do about it.

Compare the best Generative Engine Optimization (GEO) tools in 2026. We evaluate AI brand monitoring platforms including VectorGap, Brandwatch, and emerging players.

That 5% traffic from AI? It's driving 30% of your conversions. Traditional analytics can't capture AI's true value.

AI Brand Perception is how large language models like ChatGPT, Claude, and Gemini understand, describe, and recommend your brand to users asking questions.

GEO (Generative Engine Optimization) is the practice of optimizing content so AI systems like ChatGPT, Claude, and Gemini can accurately understand, cite, and recommend your brand.

Navigating the Great Decoupling and the Rise of the Agentic Web

A step-by-step guide to measuring your visibility in ChatGPT, Claude, and Gemini using VectorGap Academy's proven framework.

A Brand Manager’s Guide to Auditing ChatGPT, Claude, and Gemini for Accuracy

Why your #1 Google ranking won't save you in the age of Agentic Search and AI Visibility.

Moving from Search Engines to Generative Engines: How Common Crawl’s Web Graph determines your brand's AI visibility.

Unlocking the secrets of Common Crawl’s Web Graph to dominate the Generative Engine Optimization (GEO) landscape.

Discover VectorGap.ai, the Brussels-based AI brand perception intelligence platform. Learn about the War Room, GEO scores, and how we combat LLM hallucinations.

A deep dive into closing the 'Vector Gap' to dominate ChatGPT and Perplexity results.

Why ranking #1 on Google is worthless if ChatGPT recommends your competitor instead.

Why Share of Model is the new North Star for B2B growth and brand reputation in the age of Generative Engine Optimization.

Position #1 is dead. Long live Persona #1. In 2026, you don't give context anymore—you ARE the context.

The enterprise social listening giant excels at tracking human conversations—but is completely blind to what AI says about your brand.

Marketing teams drown in data from 91+ martech tools. Legacy platforms measure yesterday—not what AI says today.

Crayon excels at automated competitor tracking and battlecard generation. But it's blind to how AI systems compare you against competitors.

Brand24 offers competitive pricing for social listening. But monitoring only human conversations misses the AI perception layer.

How VectorGap measures AI brand perception across accuracy, visibility, sentiment, and consistency.

How the Brand Health Score combines AI perception with digital presence and business metrics for complete brand intelligence.