LLM Mention Tracking

Overview

AI-powered search engines and assistants are becoming a meaningful source of discovery for businesses. These tools track when and how AI models (ChatGPT, Claude, Gemini, Perplexity) mention your brand, competitors, or keywords — and which domains they cite as sources.

get-llm-mentions

Searches for mentions of a keyword across AI model responses. Returns which brands, products, and domains get referenced when users ask AI about your topic.

Parameters

Parameter	Type	Required	Description
keyword	string	Yes	The keyword to search mentions for
location_name	string	No	Target location. Defaults to US

Example

"How do AI models respond when asked about 'best pool builders in Maryland'?"

get-llm-mention-top-domains

Returns the most frequently cited domains in AI responses for a keyword. See which websites AI models trust as authoritative sources in your niche.

Parameters

Parameter	Type	Required	Description
keyword	string	Yes	The keyword to analyze
location_name	string	No	Target location. Defaults to US

Example

"Which domains do AI assistants cite most when answering questions about 'dental implants'?"

get-llm-mention-top-pages

Same as top domains but at the page level — which specific URLs get cited most frequently by AI models. Same parameters as get-llm-mention-top-domains.

get-llm-mention-metrics

Aggregated metrics for how a keyword or domain appears in AI responses: mention frequency, sentiment, and prominence scores.

Parameters

Parameter	Type	Required	Description
keyword	string	No*	The keyword to analyze
domain	string	No*	The domain to analyze
location_name	string	No	Target location. Defaults to US

*At least one of keyword or domain is required.

Example

"How often does elysiumpools.com get mentioned in AI responses?"

get-llm-cross-metrics

Compares LLM mention metrics across multiple keywords or domains simultaneously. Useful for benchmarking your AI visibility against competitors.

Parameters

Parameter	Type	Required	Description
targets	array	Yes	2–10 comparison groups, each with a label and a list of keywords or domains
location_name	string	No	Target location. Defaults to US

Example

"Compare how often AI mentions our brand vs. our top 3 competitors for pool-related keywords."

Tips

• This is a new frontier in SEO. Track your AI visibility alongside organic rankings to get a complete picture of your search presence.
• Workflow: get-llm-mentions for initial research → get-llm-mention-top-domains to see who AI trusts → get-llm-cross-metrics to benchmark against competitors.