How do you rank against competitors in AI search?

Frequently Asked Questions

How does AI keyword tracking work?

We test your keywords across different online & offline models. For each keyword, we generate queries around your target keywords using different settings to see why, where, and how often your content shows up. This data is then aggregated to calculate your LLMrefs Score (LS) so you can see exactly how visible your content is in AI search results.

What is the LLMrefs Score (LS)?

The LLMrefs Score is our proprietary metric that measures how well your content ranks in AI search results for a specific keyword. We look at your ranking weight, how consistently you show up across different AI models, prompt, temperature & top_p variations. Think of it as your content's AI search report card.

How is AI search different from traditional search?

AI search engines use large language models to understand context, intent, and natural language in ways traditional search engines can't. They can interpret nuanced queries, understand semantic relationships, and provide more contextual results, making traditional SEO strategies less effective.

Which AI search engines do you track?

We track all major AI models including OpenAI ChatGPT, Anthropic Claude, Google Gemini, Perplexity & xAI Grok. The platform automatically includes updates for each AI model and search engines as they are available. And we're adding more models all the time!

How often is the data updated?

We check AI search results in real-time. How often your dashboard updates depends on your plan - Free users get weekly updates, Pro users get daily updates, and Enterprise users can pick their update schedule. Check out our pricing section for the full details.

What insights do you provide about AI model biases?

We analyze how different AI models interpret and rank content, revealing model-specific biases and preferences. This helps you understand why certain content performs better on specific models and how to optimize accordingly.

Can I use this for AI keyword research?

Yes! While we're primarily a monitoring tool, you can use our data to find high-impact keywords for AI search. You'll see which questions and topics actually get your content noticed by AI models, helping you focus on what works.