Claude
Anthropic's safety-focused AI with nuanced reasoning
Claude overview
How brands appear in Claude
Claude presents brands in a balanced, analytical manner. When asked about products or services, it typically provides nuanced comparisons rather than outright recommendations. Brands appear in Claude responses through training data associations, web content that Claude has processed, and structured AI files like llms.txt. Enterprise decision-makers using Claude for research make it a high-value channel for B2B brands despite lower consumer volume.
What to track on Claude
- Share of model in enterprise/B2B query contexts
- Recommendation sentiment (Claude tends toward balanced, nuanced mentions)
- llms.txt and llm-profile.json coverage and accuracy
- Comparison positioning when mentioned alongside competitors
- Context depth: how detailed Claude's brand descriptions are
How to improve visibility on Claude
Create a comprehensive llms.txt file with structured brand information
Publish detailed, nuanced content that matches Claude's analytical style
Focus on technical depth and documentation rather than marketing copy
Provide balanced product comparisons that acknowledge limitations
Ensure your llm-profile.json contains accurate, machine-readable brand data
Build authority through technical blog posts, whitepapers, and research
Maintain consistent, factual claims across all digital properties
Queries to monitor on Claude
Start with the pages and proof that AI can actually use
Run the free audit to see what blocks AI from citing your site. Use the trial when you need ongoing monitoring, attribution, prompt discovery, and team workflows after the first fixes are live.