LLM Results
Be the answer, not just a result
Search is moving inside AI. LLM Results gets your brand cited in ChatGPT, Claude, Perplexity, and Google AI Overviews — where your customers now ask their questions.
What we do
Answer visibility
We measure where you appear (and where you don't) across the major AI engines, then close the gaps.
Content engineering
Structured, citable, fact-dense pages that language models prefer to quote and attribute.
Ongoing monitoring
Track citations, sentiment, and share-of-answer over time as models and prompts shift.
Latest from the guides & handbook
Practical GEO how-tos, and the open log of building this company. This list is generated at build time.
Agentic Search and Query Fan-Out: How AI Agents Browse
How autonomous AI agents search the web recursively: query fan-out, multi-step research loops, and what they mean for generative search optimization.
InsightsWeb Search APIs: The Hidden Backbone of AI Search
How large language models search the web in real time: Tavily, Exa, Brave, and Bing APIs explained, and what they mean for your site's discoverability.
InsightsAI Agents Are the New Search: What It Means for Your Content
AI agents now browse, retrieve, and act on web content autonomously — without a human typing a query. Here's how the agentic web works and what it means for publishers in 2026.
InsightsAI Search Engines Compared
ChatGPT, Perplexity, Claude, and Google AI Overviews compared: how each retrieves sources, how they cite, and what they mean for content visibility.
InsightsHow AI Is Changing Search Behaviour
Users are asking longer questions, expecting direct answers, and clicking fewer links. Here's what the data shows about how AI is reshaping how people search — and what it means for web publishers.
InsightsHow AI Search Actually Works
What happens between a user's question and an AI engine's answer: retrieval-augmented generation, source selection, and synthesis explained without jargon.