The Hidden Algorithm: 7 Factors Influencing LLM Brand Suggestions
LLMs don’t rank pages — they synthesize authority. These seven hidden factors determine which brands AI models suggest, endorse, or ignore.
Explore our latest articles, tips, and research to understand how AI and LLMs shape brand visibility, marketing, and strategy.
LLMs don’t rank pages — they synthesize authority. These seven hidden factors determine which brands AI models suggest, endorse, or ignore.
When AI gives one answer instead of ten links, only one brand wins. Here’s how LLMs decide who gets recommended — and why competitors beat you.
SEO is no longer the main discovery layer. AI now decides which brands get cited — and which disappear. Here’s how marketers must adapt before 2026.
LLMs don’t search — they predict. Inside AI answers, only a few brands exist. Here’s how models decide which ones get named.
By 2026, discovery happens inside AI answers — not search results. If AI doesn’t mention your brand, you never enter the funnel.
PromptWatch is no longer the leader in LLM monitoring. Here’s the data that proves LLMEO now dominates AI visibility in 2025.
ChatGPT and Gemini shape brand perception before users ever visit your website.
Your competitor got mentioned in 47 ChatGPT conversations today. You got zero.
LLMEO helps brands measure and influence how AI models talk about them.
AI models are becoming the gateway to online discovery — and most brands are invisible.