LLM Tracking & Monitoring Tool
Track your brand and content across AI conversations
See where your brand is mentioned, which pages are cited and how your visibility compares with competitors. Pi’s LLM tracking connects these signals with the prompts and conversation groups shaping your market, helping you understand where you appear and where you’re missing.


Track visibility across connected questions
Once you’ve mapped the conversations relevant to your market, monitor how your brand and website appear across those connected questions.
Pi organizes LLM tracking around conversation groups, helping you compare brand mentions, website citations and competitor presence as questions and intent evolve. Explore individual responses, compare groups and follow changes over time.

AI Prompt Explorer
Reveal the brands and domains LLMs trust most
Prompt Explorer analyzes question-level data across LLM search to reveal the most frequently mentioned brands and cited domains within your conversation space.
See which competitors appear across key topics, which websites are repeatedly referenced and where your own brand or content has limited presence. Explore the cited domains and URLs associated with individual questions to investigate the sources behind AI answers.
- Identify the most cited brands and domains in AI Search
- Map the citation landscape to see who’s winning and where
- Benchmark competitor mentions and uncover emerging opportunities

AI Site Monitoring
Track your visibility against competitors in AI search
See how your website performs within AI search and which competing domains are most frequently cited as sources. AI Site Monitoring identifies where your content appears, how often it is linked and how visibility changes over time.
Drill into any site to explore its cited pages, directories and trends, then investigate the questions associated with those citations. Review your own content, competing websites and external sources appearing across your priority topics.
- Analyze citations by domain and individual URL.
- Track visibility trends and benchmark competing sites.
- Explore cited pages and directories in detail.
- Identify the content appearing across your priority topics.

AI Brand Monitoring
See where your brand appears across AI conversations
Go beyond links to understand how and where your brand is mentioned within AI Search content. AI Brand Monitoring analyzes the content surfaced in AI Search, identifying every brand mention, the domains referencing those mentions, and the context in which they appear.
You can drill into any brand to see how it’s discussed across categories, what sites are driving those mentions, and where competitors are gaining visibility.
- Track how and where your brand appears within AI Search content
- Identify which sites and categories mention your brand or competitors
- Understand who’s talking about your brand and in what context

Brand Sentiment
Understand how AI search perceives your brand
Go beyond mentions to understand how your brand is perceived. Brand Sentiment analyzes the tone of every brand mention within AI Search, classifying them as positive, neutral, or negative and linking each sentiment to its source.
You can explore sentiment trends over time, identify the domains shaping brand perception, and understand how audiences encounter your brand in conversational results.
- Track sentiment trends and visibility changes over time
- See which domains and sources influence perception
- Benchmark brand reputation against competitors in AI Search
Track your visibility across AI and traditional searchMonitor brand mentions, website citations and competitor presence across AI search engines, including ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews. Track changes over time and connect your findings with traditional search performance.
Monitor brand mentions, website citations and competitor presence across AI search engines, including ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews. Track changes over time and connect your findings with traditional search performance.
LLM search
ChatGPT · Perplexity · Gemini · + more
Investigate the questions that mention your brand, the pages cited in answers and where competitors appear across your conversation groups.
Google AI search
AI Mode · AI Overviews
Analyze the brands and sources appearing in Google’s AI answers. Monitor changes in citations and competitive presence across your selected queries.
Traditional search
Rankings · SERP features · Competitive visibility
Compare AI presence with traditional search performance to identify visibility gaps and prioritize topics for further investigation.
Take your LLM tracking data into your workflow
Connect your AI assistant to Pi’s search intelligence through MCP, or explore API access for reporting and analysis within your own tools.
Work with Pi’s experts to investigate visibility gaps and turn your findings into priorities for your AI search strategy.

Your LLM tracking questions answered
Pi provides daily tracking across AI search engines, including ChatGPT, Perplexity, Gemini, Google AI Mode and AI Overviews. Explore brand mentions, cited websites and competing brands within the questions and datasets selected for monitoring.
LLM tracking measures how brands and websites appear in answers generated by large language models. It can include monitoring brand mentions, cited domains and URLs, competitor presence and changes over time across a defined set of prompts.
Pi connects these measurements with conversation groups so you can explore performance across related questions and topics.
LLM Search uses Large Language Models to generate responses based on conversational queries. Instead of displaying a list of links, these systems synthesize information into narrative answers. Pi Datametrics measures your visibility within those responses, identifying which brands and domains are referenced and how your content contributes to the conversation.
Yes. Pi lets you compare the brands and websites appearing within your conversation space. You can investigate an individual brand or domain to explore its mentions, cited pages, associated questions and visibility trends.
See where LLMs mention your brand and cite your content
Book a demo to explore your brand presence, website citations and competitive visibility across the conversations shaping your market.



