Select Your Brand + Competitors
Add your brand name, domain, and competitor set you want to monitor.
Meet LLM Visibility™
See what AI says about your brand before your customers do.
As users shift to AI answers, traditional SEO tools miss half the story. LLM Visibility shows if your brand appears, where it ranks in queries, the sentiment, and your share of voice.
3
Major AI Models in One Dashboard
1st
Cross-LLM Visibility Tracker
40%
Boost in AI Share‑of‑Voice
2B+
Monthly AI Brand Mentions Monitored
What Is LLM Visibility™?
LLM Visibility™ by Search Atlas is the first enterprise-ready platform to measure brand mentions, sentiment, share of voice, and how you rank inside AI-powered search and chatbot answers.
Marketers are losing visibility as users use more AI interfaces. Traditional analysis tools don’t capture this. LLM Visibility was built to close that gap — so you can optimize for the new search frontier.
What Becomes Possible With LLM Visibility
See Brand Mentions Inside AI Answers
Instantly track if ChatGPT, Gemini, and Perplexity cite your brand.
Monitor Sentiment in Real Time
Know if AI portrays your brand positively, negatively, or neutrally.
Measure Share of Voice Across LLMs
Benchmark visibility against competitors inside AI-generated search results.
Check Placement in AI Responses
See if you’re mentioned first, last, or skipped entirely.
Optimize Content for AI Discoverability
Understand what LLMs cite and adapt content to influence answers.
The 5-Stage to Analyze and Increase Visibility
As users shift to AI answers, traditional SEO tools miss half the story. LLM Visibility shows if your brand appears, where it ranks in queries, the sentiment, and your share of voice.
Competitor Benchmarking
Compare your AI presence against competitors to find gaps and opportunities.
Historical Trends
Track how your visibility and sentiment change over time.
Visibility Growth Actions
Get actionable recommendations to increase your AI search presence.
Cross-LLM Monitoring
Track visibility across ChatGPT, Gemini, Perplexity, Claude, and more.
Sentiment Analysis
Monitor tone across all AI platforms to protect and grow your brand reputation.
LLM Visibility vs Other Tools
| Feature | LLM Visibility | Profound | SEMrush (AI SEO) | Ahrefs (Brand Radar) | Social Media Monitoring Tools |
|---|---|---|---|---|---|
| Integrated into Dashboard |  Yes – part of Search Atlas platform |  | | | |
| Position in AI Answers | Shows if your brand is first or last in mentions | | | | |
| Pricing | Affordable – Free uses on base plan | $600–$700 | $119–$399+$99/month | $129+$99/month | $119–$399/month |
Only LLM Visibility measures what AI says about your brand — not just what social media users say.
Effortless to Use in 3 Simple Steps
No matter your growth stage, OTTO has a plan designed to keep your SEO live, powerful, and in your control.
View Insights, Trends, and Alerts
See mentions, sentiment, share of voice, and competitor comparisons.
Select Your Brand + Competitors
Add your brand name, domain, and competitor set you want to monitor.
View Insights, Trends, and Alerts
See mentions, sentiment, share of voice, and competitor comparisons.
Select Your Brand + Competitors
Add your brand name, domain, and competitor set you want to monitor.
View Insights, Trends, and Alerts
See mentions, sentiment, share of voice, and competitor comparisons.
Who Gets the Most Out of LLM Visibility™
Enterprise Brands & Agencies
Add AI visibility reporting to monthly brand health dashboards.
Digital Marketing Teams
Understand your brand’s share of voice in emerging channels.
SEO & PR Professionals
Benchmark competitors and track how AI tools describe your brand.
Crisis & Reputation Managers
Get alerted when negative sentiment appears in LLM responses.
See Exactly Where You Rank in AI Answers
LLM Visibility doesn’t just tell you if your brand is mentioned, it shows where you appear inside responses. Are you cited first, buried last, or missing entirely? Knowing your placement is critical because users tend to trust the first entities listed in AI answers. With LLM Visibility, you finally get the full picture of brand prominence in AI-driven discovery.
Measure Share of Voice Across AI Platforms
LLM Visibility calculates your share of voice across ChatGPT, Gemini, Perplexity, and SearchGPT, letting you see what percentage of relevant answers reference your brand compared to competitors. This competitive intelligence helps you prove leadership in your category, identify gaps, and adjust strategy to capture more AI visibility. It’s the only way to quantify your brand’s real footprint in generative search.
Monitor Brand Sentiment in Real Time
LLM Visibility analyzes the sentiment of AI-generated answers in real time, tagging mentions as positive, neutral, or negative. This gives you early-warning signals when chatbots present your brand inaccurately or unfavorably. Instead of waiting for issues to surface on social media, you can proactively protect reputation where customers are already searching.
Frequently Asked Questions
LLMs are advanced AI systems like ChatGPT, Gemini, Perplexity, Claude, Grok, and Copilot that generate human-like text, answer questions, and increasingly power search experiences.
What are Large Language Models (LLMs)?
LLMs are advanced AI systems like ChatGPT, Gemini, Perplexity, Claude, Grok, and Copilot that generate human-like text, answer questions, and increasingly power search experiences.
What is Answer Engine Optimization (AEO)?
AEO optimizes content so AI systems like ChatGPT, Gemini, Perplexity, Claude, Grok, and Copilot can understand, reference, and cite it accurately in their answers.
What is Generative Engine Optimization (GEO)?
GEO optimizes web content to be selected and ranked by AI search engines such as ChatGPT, Gemini, Perplexity, Claude, Grok, and Copilot in generated results.
How does Search Atlas help me optimize for LLM Visibility, AEO, and GEO?
Search Atlas tracks your brand in AI answers, guides content creation to get cited by LLMs, and optimizes pages to rank in generative search across ChatGPT, Gemini, Perplexity, Claude, Grok, and Copilot.
What models and experiences are tracked?
LLM Visibility queries the front-end experiences of leading AI platforms, including ChatGPT, Perplexity, Claude, and Gemini. Our approach captures exactly what end users see, providing an authentic, real-world view of your visibility inside AI-powered search.
What can I track inside LLM Visibility?
You can explore AI visibility at the queries level, filtering by date range, topics, visibility scores, funnel stage, citations found, search volume, platforms. Each query includes visibility score rank, share of voice rank, sentiment trends and comparison by platform, citation sources, and competitor comparisons.
How are queries generated?
Search Atlas uses a proprietary research framework that organizes relevant topics and queries into normalized clusters. These queries mirror how real users phrase questions across both traditional and AI search experiences, ensuring accurate and realistic visibility tracking.
How often are queries updated?
Query data and AI responses are refreshed daily, keeping visibility and sentiment trends current with the evolving LLM landscape.
Can I view the actual queries and AI responses?
Yes. In the Queries tab, you can click any query or open the “Analyze” view to explore: Visibility and sentiment scores Competitors comparison Date range and platform
How are visibility actions generated?
LLM Visibility continuously scans AI answers from ChatGPT, Perplexity, Gemini, Claude, Grok, and Copilot. The system flags that opportunity if a competitor’s visibility score exceeds yours by more than 25% for a given query. You’ll receive a clear recommendation, whether to refresh an existing page, create a new asset, or strengthen entity signals, directly in your Search Atlas Actions Dashboard.
Why does it matter to get mentioned in LLM answers?
Consumers increasingly rely on AI chatbots for recommendations. If your brand isn’t cited, competitors win attention before users even visit Google.
Why is share of voice in AI responses important?
Share of voice measures what percentage of relevant answers mention your brand compared to competitors. It shows who dominates AI visibility.
Why should I analyze sentiment in LLM outputs?
It’s not enough to be mentioned — how you’re described matters. Negative AI framing can erode trust before customers reach your site.
They Started Using LLM Visibility, Now They’re Showing Up in AI Search
