🔍 What Is LLM Visibility in Search Atlas?
LLM Visibility tracks how your brand, products, and topics appear inside AI-generated responses from large language models (LLMs) like ChatGPT, Gemini, and others. To access this section, go to Left sidebar → AI Visibility (URL: /llm-visibility).
Within this dashboard, you will see a breakdown of subtopics — specific themes and subjects that LLMs associate with your brand or domain when generating answers. Understanding these subtopics helps you identify where your brand is already being surfaced by AI and where opportunities exist to improve visibility.
📂 What Are LLM Visibility Subtopics?
Subtopics are the specific subject areas or themes that appear within LLM-generated responses when your brand or a related query is mentioned. They are automatically identified and grouped by the platform based on patterns found across multiple AI responses.
- They are not submitted by your customers. Subtopics are extracted directly from the content of LLM-generated answers — they reflect how AI models currently describe, categorise, or discuss your brand and related subjects.
- They reveal your AI footprint. Each subtopic shows a distinct angle through which LLMs are referencing your brand, such as product features, use cases, industry categories, or competitor comparisons.
- They are dynamically updated. As LLM responses evolve over time, the subtopics in your dashboard are refreshed to reflect the latest AI-generated content patterns.
📊 How to Interpret Your Subtopics
When reviewing your subtopics, pay attention to the following signals:
- Frequency: How often a subtopic appears across LLM responses indicates how strongly that theme is associated with your brand by AI models.
- Sentiment: Whether the LLM mentions your brand positively, neutrally, or negatively within a given subtopic context.
- Coverage gaps: Subtopics where your brand is mentioned infrequently — or not at all — highlight content areas you may want to strengthen.
- Competitive presence: Some subtopics may reveal that competitors are more prominently featured than your brand, signalling areas to prioritise.
🚀 What Actions Can You Take With LLM Responses and Subtopics?
The insights from LLM Visibility subtopics are most valuable when translated into concrete content and authority-building actions. Here is what you can do:
- Create targeted content: If a subtopic shows low brand presence, publish authoritative content (blog posts, landing pages, guides) that directly addresses that theme. This increases the likelihood that LLMs will pull from your content when generating answers.
- Strengthen topical authority: Use Left sidebar → Authority → QUEST LLM Visibility to build structured authority signals around the subtopics where you want greater AI recognition.
- Build supporting assets: Use Left sidebar → Authority → Cloud Stacks to create content networks that reinforce your brand's association with key subtopics across the web.
- Improve indexation: Ensure your supporting content is being discovered by using Left sidebar → Authority → Indexer (URL Indexer) to submit new and updated pages for faster indexing.
- Launch outreach campaigns: Earn mentions and citations in high-authority sources related to your subtopics using Left sidebar → Authority → Campaigns. External references signal to LLMs that your brand is a trusted source on a given subject.
- Monitor LLM response changes: Revisit your AI Visibility dashboard regularly to track whether your actions are shifting how LLMs describe your brand within each subtopic over time.
💡 Quick Tips for Getting the Most From Subtopics
- Focus first on high-frequency subtopics where your brand is mentioned but with neutral or negative sentiment — these offer the fastest improvement opportunities.
- Prioritise subtopics that align with your core product or service offerings to ensure AI-generated answers are accurate and on-brand.
- Cross-reference subtopics with your existing keyword and content strategy to find alignment between traditional SEO and LLM visibility goals.
🛠️ Need More Help?
If you need further assistance, open the chat widget in the bottom-right corner of the platform and type human teammate to be connected with a member of our team.