AI & LLM Visibility Tracking That Captures the Future of Search

Most brands remain invisible in AI-generated answers because they rely on outdated SEO tactics. If your business isn’t tracking how Large Language Models (LLMs) like ChatGPT, Gemini, and Claude represent your brand, you are losing high-intent leads to competitors who are already “AI-ready.” Our AI & LLM visibility tracking services are built for forward-thinking brands that need to monitor their AI share of voice, secure LLM citations, and influence the way generative AI search platforms describe their products.

AI & LLM Visibility That Supports Scalable Growth

Our AI visibility tracking helps your brand dominate the conversational landscape with predictive monitoring, citation audits, and keyword targeting built around real AI user prompts.

AI Share of Voice (SOV) Monitoring

Our AI share of voice strategy is built around competitive benchmarking that identifies how often your brand is recommended compared to market rivals.

LLM Citation & Reference Tracking

Our LLM citation strategy is built around identifying the authoritative sources AI models trust to reference and recommend your brand.

Generative Engine Optimization (GEO) Audit

Our GEO audit is built around technical and content structural changes that make your store machine-readable for AI crawlers.

AI Sentiment & Reputation Analysis

Our AI sentiment strategy is built around monitoring how Large Language Models frame your brand’s reputation in conversational results.

Prompt Engineering & Intent Research

Our prompt research strategy is built around the exact conversational queries your customers use when interacting with AI platforms.

Competitor AI Visibility Benchmarking

Our competitor benchmarking is built around deep-dive analysis of which rivals are stealing your AI share of voice.

White Label AI Monitoring Solutions

Our white label strategy is built around providing scalable, branded AI tracking dashboards for agencies to offer their own clients.

AI Visibility Tracking That Delivers a Competitive Edge

Modern market dominance requires shifting from “ranking in a list” to “being the answer.” Our AI & LLM visibility tracking leverages specialized tools to monitor how generative AI search platforms interpret your digital footprint. By identifying where your brand is missing in AI-generated summaries, we provide a clear roadmap to increase your LLM citation share and ensure your store remains a trusted source for AI crawlers.

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AI Models monitored for brand mentions
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LLM Brand Mention & Sentiment Analysis
Stop wondering what AI says about you. We track brand mentions across ChatGPT, Perplexity, and Gemini to analyze if your brand is being framed positively or neutral. We detect AI hallucinations or misinformation before they spread, protecting your digital reputation.
AI-Generated Citation Audits
Citations are the new backlinks. We identify which sources LLMs rely on to recommend your brand, helping you prioritize PR and content efforts that move the needle in generative search.
Prompt-Level Visibility Tracking
We turn your target keywords into the exact prompts your customers ask AI. We monitor your prompt-level presence for high-intent queries, ensuring your products are the first ones recommended in a conversation.
Competitor AI Share of Voice
Quantify your presence against rivals. Our tracking reveals which competitors are stealing the spotlight in AI search and which sources they are using to gain authority.
Technical GEO & Entity Optimization
Visibility breaks down if AI crawlers can't understand your site. We optimize your schema markup and site structure to make it "machine-readable," ensuring LLMs can easily extract and cite your information.

Build a Brand That AI Models Trust and Recommend

We use advanced machine learning to analyze every digital touchpoint, ensuring your brand projects authority and captures buyer intent through a structure that Large Language Models can easily understand, cite, and promote to ready-to-buy customers.

What Makes Our AI Visibility Tracking Stand Out from the Rest

We help brands move beyond traditional search by providing deep-learning analysis of how they are represented across the conversational landscape. Our approach is practical, transparent, and designed to support consistent growth for stores ready to dominate the era of AI-driven discovery.

Real-Time LLM Share of Voice Monitoring 

We track your brand’s presence across 100+ AI models simultaneously. This allows us to quantify how often your products are recommended compared to rivals, ensuring you maintain a dominant share of voice in AI-generated answers.

Predictive Citation and Reference Audits 

Our AI identifies the exact sources that Large Language Models trust to cite your brand. By securing these references, we help you build high-authority “AI backlinks” that drive qualified traffic and strengthen your reputation in generative search.

Prompt-Level Intent and Sentiment Analysis 

We analyze exactly how AI models describe your brand to potential customers. By monitoring brand sentiment at the prompt level, we can detect hallucinations or misinformation early and adjust your strategy to ensure a positive, trust-building representation.

Technical Generative Engine Optimization (GEO) 

Visibility in AI results requires a machine-readable site structure. We perform a full review of your technical setup and schema markups, making it effortless for AI crawlers like GPTBot to accurately extract and promote your store’s data.

Competitor AI Visibility Benchmarking 

Stop guessing how rivals are performing in conversational search. Our service provides granular benchmarking against competing stores, identifying visibility gaps where you can steal market share by appearing in comparisons and “best of” AI summaries.

Data-Driven AI Growth Roadmaps 

Data is only useful if it leads to action. We translate complex LLM tracking metrics into a straightforward L.E.A.D.S. framework, identifying specific visibility gaps across your store and providing a clear path to scalable, AI-driven ecommerce growth.

Video Testimonials

P.R.O.M.P.T. Framework for AI Visibility Agency

Parse Brand Presence Across AI Models

We begin by using automated data extraction to parse how your brand is currently perceived by major LLMs. We identify whether your store is being accurately cited or if there are informational gaps that prevent AI from recommending your products.

  • Scan brand mentions across 100+ AI models
  • Parse existing citation and reference accuracy
  • Identify sentiment triggers in AI responses
  • Audit entity clarity for machine readability
Growth Illustration

Let’s Elevate Your AI & LLM Visibility Strategy

Your Custom AI & LLM Visibility Plan Is One Click Away

Every brand deserves to be found when shoppers are ready to buy. We build tailored AI & LLM visibility tracking strategies that improve product citations, strengthen semantic authority, and support steady revenue growth without relying on traditional search alone. From generative engine optimization to prompt-level monitoring, our plans help businesses attract qualified buyers through the future of AI-driven discovery.

What Our Clients Say About Our Services​

From RankFast video library

Frequently Asked Questions

FAQs About Our AI & LLM Visibility Services

What is AI & LLM visibility tracking?

This service monitors how your brand is represented across Large Language Models like ChatGPT and Gemini. It tracks your “citation share” to ensure AI models recommend your products accurately to users during conversational search queries.

Conversational AI is changing how people research products. If your store isn’t cited in AI-generated answers, you lose high-intent leads to rivals. Visibility ensures you remain a trusted authority in the generative search era.

We use advanced tools to run prompt-level analysis across over 100 different AI models simultaneously. This allows us to see exactly how your brand is being described and identify any sentiment shifts or technical errors.

GEO is the process of optimizing your site structure so AI crawlers can easily ingest your data. We use specialized schema and technical tuning to ensure LLMs cite your store as a primary source for relevant user prompts.

Traditional SEO tracks blue links on a page. AI visibility tracking monitors the “mental model” of the AI itself. We analyze brand recall, citation frequency, and sentiment within AI summaries rather than just simple keyword rankings.

Yes. By identifying misinformation at the prompt level, we can adjust your technical SEO and public data signals. This helps “retrain” how AI crawlers perceive your brand, ensuring accurate and positive representation in future conversational outputs.

Citations in AI answers act as high-trust recommendations. When a model like Perplexity or ChatGPT provides a direct link to your store as a solution, it drives highly qualified, ready-to-buy traffic with much higher conversion rates.

Absolutely. We monitor which rivals are stealing your citation share and identifying the specific sources they use to gain authority. This allows you to pivot your strategy and recapture visibility in competitive conversational categories.

Yes. We offer white-label AI monitoring solutions for agencies wanting to provide cutting-edge reporting to their clients. Our P.R.O.M.P.T. framework integrates seamlessly into your existing service offerings to drive new recurring revenue for your agency.

Getting started is simple. We begin with a comprehensive audit of your current AI share of voice. From there, we build a custom roadmap to optimize your technical foundation and secure your position as a trusted LLM source.