How do I know if an agency actually understands AI search or if they're just adding buzzwords to traditional SEO

Distinguishing between genuine AI search expertise and traditional SEO agencies using AI buzzwords requires evaluating specific knowledge indicators and practical demonstration of platform understanding. The [decision to use an AI SEO agency](/ai-seo-agency-uk/when-to-use) depends heavily on their actual capabilities versus marketing claims. ## Platform-Specific Knowledge Tests Genuine AI search agencies can explain specific differences between how ChatGPT, Claude, Gemini, and Perplexity process and recommend businesses. They understand that each platform uses different training datasets and recommendation algorithms. Ask potential agencies to explain why a business might appear in ChatGPT recommendations but not Claude responses for similar queries. Real experts understand these platform variations and can provide specific examples from their client work. Buzzword agencies typically speak generally about 'AI optimisation' without demonstrating nuanced understanding of individual platform behaviours and requirements. ## Semantic Architecture Understanding Legitimate AI search specialists focus extensively on content architecture and entity clarity rather than traditional keyword strategies. They explain how AI models interpret business relationships, service descriptions, and industry positioning. They should discuss entity recognition, semantic relationships, and how content structure affects AI understanding. This goes beyond adding keywords to existing content and involves fundamental restructuring of how business information is presented. Agencies still emphasising keyword density, backlink quantity, or traditional ranking factors likely lack genuine AI search understanding. ## Practical Citation Examples Real AI search agencies can show specific examples of businesses appearing in AI platform responses and explain why those citations occurred. They understand the difference between mentions and authoritative citations. They should be able to demonstr