AI & LLM Visibility Tracking

Know where your brand appears. Know how it’s represented. Know what influence you’re gaining or losing inside AI search engines.

AI-powered search engines and Large Language Models (LLMs) are rapidly becoming the first place decision-makers go for answers, recommendations, and vendor shortlists. If your brand isn’t visible, referenced, or accurately represented inside these systems, you’re losing influence before a prospect ever reaches Google—or your website.


Binary Bell’s AI & LLM Visibility Tracking gives marketing leaders clarity, control, and competitive intelligence over how their brand shows up across ChatGPT, Gemini, Perplexity, Claude, Copilot, and emerging AI discovery platforms.

The Emerging Risk of Invisible Brands in AI Search

AI search introduces a new kind of competitive risk that traditional SEO metrics fail to capture. In AI-generated responses, only a limited number of brands are mentioned, and the way those brands are described directly influences buyer perception. When your organization is not referenced—or is inaccurately represented—you are excluded from the conversation before prospects ever visit your website or speak to your sales team. Many companies assume strong SEO performance protects them, only to discover that AI tools are recommending competitors instead. This silent erosion of influence creates a growing population of brands that remain visible on Google but effectively invisible inside AI.

Our Social Media Advertising Services Include

We manage social advertising end-to-end, with a focus on clarity, performance, and scalability.

Platform Strategy & Media Planning

Platform Strategy & Media Planning

Choosing the right platforms (Meta, LinkedIn, and more) based on your business goals.

Audience Research & Targeting

Audience Research & Targeting

Reaching high-intent users, decision-makers, and relevant segments.

Ad Creative & Messaging

Ad Creative & Messaging

Scroll-stopping visuals and copy designed to convert — not just impress.

Funnel & Landing Page Alignment

Funnel & Landing Page Alignment

Ensuring ads, messaging, and landing experiences work together.

Campaign Optimization & Testing

Campaign Optimization & Testing

Continuous improvement to reduce waste and increase ROI.

Analytics, Tracking & Reporting

Analytics, Tracking & Reporting

Clear insights tied to leads, conversions, and revenue.

Why AI & LLM Visibility Is Fundamentally Different from SEO

Traditional SEO is designed to earn clicks by ranking pages. AI visibility is designed to earn trust by shaping answers. Large language models do not display ten blue links or reward incremental ranking improvements. They synthesize information from multiple sources and present a small set of brands as authoritative choices. Visibility in AI search depends on how well a brand is understood, categorized, and trusted by these systems—not just how well a page is optimized. Binary Bell helps organizations bridge this gap by tracking how AI engines interpret their brand and where that interpretation falls short.

Binary Bell’s Strategic Approach to AI Visibility Tracking

We don’t treat AI visibility as a technical experiment. We treat it as a strategic marketing intelligence layer.

Our approach is built around four pillars:

Discovery Mapping

We identify:

  • High-intent AI prompts your buyers are using
  • Industry, product, and solution-level queries
  • Where AI engines source answers from

Brand Presence & Narrative Analysis

We track:

  • If your brand appears
  • How it’s described
  • Which attributes, categories, and claims are associated with you
  • Accuracy vs. risk in AI-generated narratives

Competitive AI Share of Voice

We benchmark:

  • Which competitors AI favors
  • Where they’re winning visibility
  • What content and signals influence AI recommendations

Executive-Ready Intelligence

We translate complex AI behavior into:

  • Clear insights
  • Actionable priorities
  • Leadership-friendly reporting

Key Features & Capabilities

  • AI prompt & query monitoring at scale
  • Brand mention tracking across LLMs
  • Competitive AI visibility benchmarking
  • Narrative accuracy & sentiment analysis
  • Topic-level AI share of voice
  • Emerging opportunity and risk alerts
  • Trend analysis over time
  • Strategic recommendations tied to business goals

This is not raw data.
This is decision-grade intelligence.

Platforms & LLMs Covered

Binary Bell tracks visibility across leading AI discovery and search environments, including:

  • ChatGPT
  • Google Gemini
  • Perplexity
  • Claude
  • Microsoft Copilot
  • AI-powered search assistants and answer engines
  • Emerging LLM-based discovery tools

As the ecosystem evolves, so does our tracking framework.

Use Cases by Role

For CMOs & VPs of Marketing

  • Understand brand influence beyond Google
  • Identify hidden revenue leakage from AI invisibility
  • Align SEO, content, PR, and brand strategy around AI discovery
  • Report AI visibility trends to the board with confidence

For SEO & Digital Strategy Leaders

  • See how SEO performance translates into AI presence
  • Identify content gaps that affect AI recommendations
  • Prioritize initiatives that improve AI citations and mentions
  • Future-proof organic strategy

For Content & Brand Teams

  • Validate whether brand messaging is reflected correctly
  • Discover which narratives AI reinforces or ignores
  • Guide authoritative content creation for AI ecosystems

For Product & Growth Teams

  • Understand how AI positions your product vs competitors
  • Identify unmet demand and feature perception gaps
  • Support GTM strategy with real AI market intelligence

Metrics That Matter to Leadership

Binary Bell focuses on metrics that align with business outcomes rather than vanity indicators. These include overall brand inclusion within AI answers, comparative visibility against competitors, narrative accuracy, topic-level authority, and visibility trends over time. Reporting is designed to be clear, interpretable, and directly connected to strategic objectives, ensuring AI visibility becomes a measurable component of marketing performance rather than an abstract concept.

Why Binary Bell

Binary Bell combines enterprise SEO expertise with a deep understanding of AI-driven discovery and brand strategy. We help organizations move beyond speculation and gain tangible insight into how AI systems shape buyer decisions. Our work empowers marketing leaders to protect their brand, anticipate change, and lead confidently in an AI-first search environment.