LLM PERFORMANCE TRACKING
Search has entered a new era. Traditional analytics are no longer enough, and brand success now depends on how AI systems rank, present, and reference you in real time. Found’s LLM Performance Tracking reveals exactly how your brand appears across ChatGPT, Gemini, Perplexity and the new wave of AI search, showing where you win attention and where competitors take the lead.
Powered by our proprietary Luminr technology, we decode how AI interprets and positions your brand. These insights give you the clarity to influence representation, strengthen authority and move faster than competitors in the age of AI-first search.
Great Places to Work
THE DRUM
Google Premier Partner
Brand performance &
At Found, our advanced monitoring tracks your brand’s visibility, sentiment, and performance across ChatGPT, Perplexity, Gemini, and AI Overviews. We deliver the critical intelligence you need to optimise AI search strategies, close gaps fast, and outpace competitors where choices are made.
Search has changed beyond recognition, and we are built to lead brands through it. Traditional SEO metrics no longer reflect how people discover, evaluate, and choose. CMOs tied to outdated dashboards are missing the AI driven behaviours now shaping journeys and decisions.
That is why our LLM visibility and AI performance tracking go further. We close the intelligence gap with real time insight across every major AI platform, showing how your brand is interpreted, presented, and ranked, and where attention is won.
With this clarity, we give you the edge to shape how AI represents your brand, strengthen authority, and move faster than rivals. The result: visibility across AI search, and the ability to capture market share before competitors realise it is shifting.
WE WORK WITH BIG BRANDS AND THOSE THAT ASPIRE TO BE BIG
LLM PERFORMANCE TRACKING
COMPLETE AI SEARCH VISIBILITY MONITORING
Real-time tracking across all major AI platforms including ChatGPT, Perplexity, Gemini, and Claude. Monitor brand mentions, sentiment, and positioning within AI-generated responses, ensuring your brand maintains optimal visibility where your customers are actually searching.
AI ROI PERFORMANCE MEASUREMENT
Comprehensive AI SEO performance measurement that connects AI search visibility to tangible business outcomes. Track conversion pathways, attribute revenue, and measure the true commercial impact of your AI search presence with precision analytics that inform strategic investment decisions.
REPUTATION RISK DETECTION & MANAGEMENT
Early identification of reputation issues within AI systems before they impact brand perception. Our advanced monitoring detects negative sentiment patterns, misinformation propagation, and competitive attacks across AI platforms, enabling proactive reputation management and swift response protocols.
COMPETITIVE INTELLIGENCE & MARKET POSITIONING
Strategic competitive positioning insights across AI platforms that reveal market gaps and opportunities. Understand how competitors perform in AI search results, identify their vulnerabilities, and develop targeted strategies to capture market share through superior AI search performance.
AI-OPTIMISED CONTENT STRATEGY DEVELOPMENT
Data-driven optimisation opportunities derived from comprehensive AI search keyword tracking and performance analysis. Develop content strategies specifically designed for AI consumption, ensuring your brand becomes the authoritative source AI systems reference for relevant queries.
PERFORMANCE DASHBOARDS & STRATEGIC REPORTING
Bespoke reporting dashboards that transform complex AI search performance measurement data into actionable strategic intelligence. Executive-level reporting that connects AI search performance to commercial objectives, enabling confident decision-making and strategic planning for competitive advantage.
CLIENT
Mission
We needed to migrate Questback over to a new website whilst increasing visibilty and performance of their site online.
Read StoryResults
UK ORGANIC VISIBILITY INCREASE
results
INCREASE IN ORGANIC TRAFFIC YOY
LLM SEO PERFORMANCE & VISIBILITY TRACKING
Don’t stress, we’ve got
Tracking SEO performance across LLMs and AI search platforms requires specialised monitoring tools that can analyse brand mentions, sentiment, and positioning within AI-generated responses. Our proprietary Luminr technology continuously monitors major AI platforms including ChatGPT, Perplexity, and Gemini, tracking how your brand appears in AI responses. We measure visibility metrics, analyse citation patterns, and monitor the context in which your brand is referenced, providing comprehensive AI SEO performance tracking that traditional analytics tools simply cannot deliver in today’s AI-driven search landscape.
LLM visibility tracking requires a fundamentally different approach from traditional SEO monitoring. Our comprehensive tracking system monitors your brand’s presence across AI search platforms, measuring response frequency, positioning within AI-generated answers, and sentiment analysis. We track AI search visibility measurement metrics including mention volume, citation quality, and competitive positioning. Through advanced AI SEO visibility tracking, we provide real-time insights into how AI systems perceive and present your brand, enabling strategic optimisation of your content to improve visibility and authority within AI search results.
The most effective LLM performance tracking tools in 2025 must provide comprehensive monitoring across multiple AI platforms, real-time performance measurement, and strategic intelligence capabilities. Our proprietary Luminr technology represents the cutting-edge of AI search monitoring, offering unparalleled visibility into brand performance across ChatGPT, Perplexity, Gemini, and emerging platforms. Unlike generic monitoring tools, Luminr provides sophisticated AI search performance tracking with advanced sentiment analysis, competitive intelligence, and strategic reporting designed specifically for enterprise-level decision-making. This comprehensive approach ensures businesses maintain competitive advantage in the rapidly evolving AI search landscape.