Introducing Topic Management: Strategic Theme Clustering

While tags organize prompts, Topics reveal the bigger picture—which strategic themes dominate your AI visibility and where competitors are winning.

Topic Management automatically groups related prompts into strategic themes for macro-level optimization.

Think in Themes, Not Individual Prompts

AI search success means dominating entire topic areas. Topics show you:

• Which themes you own in AI responses
• Where competitors dominate despite your efforts
• Emerging topics before they become competitive
• Content gaps that limit your authority

Intelligent Auto-Clustering

Our AI groups prompts into topics based on:

Semantic Relationships: Related concepts, user intent patterns, contextual connections, and industry-specific groupings.

Performance Patterns: Prompts with similar performance, shared competitor presence, common citation sources, and sentiment correlations.

Strategic Themes: Auto-generated topics like "Pricing & Costs," "Implementation & Setup," "Competitor Comparisons," and "Use Cases."

Topic-Level Strategy Analytics

Performance Scores: Overall visibility across topic prompts, average AI response position, sentiment analysis, and share of voice vs. competitors.

Competitive Analysis: Which topics competitors own, where you're gaining/losing ground, and untapped opportunities.

Trend Analysis: Rising/declining topics, seasonal patterns, and emerging themes to target.

Getting Started

Topics auto-generate as you add prompts, but expect some manual refinement initially. The AI clustering improves over time as it learns your business context. You'll find topic settings under your dashboard's Settings menu.

While automatic clustering is powerful, don't expect perfect results immediately—some manual adjustment helps the system learn your specific needs.

Plan your AI visibility by topic. Explore Topic Management.