ChatViz
Optimize your visibility in AI-generated answers
ChatViz helps you understand and improve how AI models like ChatGPT, Claude, and Gemini respond when people ask questions about your business or industry.
How It Works
Enter Your Domain
Our AI analyzes your website to understand your business, industry, and target audience automatically.
Generate Search Queries
Create natural questions that customers would ask when looking for businesses like yours.
Test Against AI Models
Run your queries against multiple AI models to see how they respond and whether they mention your business.
Analyze Results
Review AI responses to optimize your content strategy and improve visibility in AI-generated answers.
Why This Matters
As more people use AI assistants to research products and services, your business needs to be visible in their responses. ChatViz helps you:
- Understand AI Visibility — See how often AI models mention your business
- Optimize Content Strategy — Learn what content makes AI models recommend you
- Stay Competitive — Monitor how AI responds about your competitors
- Improve Rankings — Increase your chances of being featured in AI answers
Project Setup
Step 1: Analyze your business automatically
Quick Start
The fastest way to get started is with automatic domain analysis:
- Enter your website domain (e.g., loebermercedes.com)
- Click "Auto-Fill Project Details"
- Our AI will analyze your website and extract:
- Brand name and industry
- Key competitors
- Relevant search topics
- Target audience
- Select which topics you want to test
- Click "Create Project"
Example Analysis
For a Mercedes dealership website, our AI automatically detects:
Manual Setup
You can also create projects manually by filling out each field individually if you prefer more control over the analysis.
Prompt Generation
Step 2: Create natural search queries
What Are Prompts?
Prompts are the questions and queries that customers naturally ask when researching your type of business. ChatViz generates realistic queries that people might ask AI assistants.
Types of Queries Generated
Comparison Queries
- "Mercedes GLS vs BMW X7 — which is better?"
- "Compare Asana vs Monday.com for project management"
- "Tesla Model Y vs Mercedes EQC electric SUV"
Best-of Queries
- "Best luxury SUV for families in Chicago"
- "Top project management software for remote teams"
- "Best CRM for small businesses"
Decision-Making Queries
- "Should I buy or lease a Mercedes GLS?"
- "Is Asana worth it for small teams?"
- "What's the most reliable luxury car brand?"
Feature-Specific Queries
- "Mercedes with best safety features"
- "Project management with time tracking"
- "CRM with email marketing integration"
Customizing Queries
You can influence the types of queries generated by adding specific rules:
Best Practices
- Be Customer-Focused — Think about real questions your customers ask
- Include Location — Local searches are very important
- Cover the Funnel — From awareness to decision-making queries
- Include Competitors — People often compare options
Running Prompts
Step 3: Test against AI models
AI Model Selection
Choose which AI models to test your queries against:
- Claude Sonnet 4.6 — Balanced performance and cost
- GPT-4o Mini — Fast and cost-effective
- Gemini 2.5 Flash — Google's efficient model
Running the Analysis
- Select your prompt set from the dropdown
- Choose which AI model to test
- Click "Run Against AI"
- Watch the progress in the debug output
- Review results when complete
What to Look For
Positive Signals
- Brand Mentions — Your business is specifically named
- Recommendations — AI suggests your product/service
- Accurate Information — AI provides correct details about your business
- Prominent Placement — You're mentioned early in the response
Areas for Improvement
- No Mention — Your business doesn't appear in responses
- Competitor Emphasis — Competitors are mentioned instead
- Incorrect Information — AI has wrong details about your business
- Generic Responses — AI gives general advice without specific recommendations
Interpreting Results
Use the results to understand:
- How visible your brand is to AI models
- What information AI models associate with your business
- How you compare to competitors in AI responses
- Which types of queries work best for your business
Examples
Real-world use cases and results
Mercedes Dealership
Domain: loebermercedes.com
Generated Topics
- "best luxury SUV Chicago"
- "Mercedes GLS vs BMW X7"
- "Mercedes dealership near me"
- "certified pre-owned luxury cars"
Sample Results
SaaS Company
Domain: asana.com
Generated Topics
- "best project management for remote teams"
- "Asana vs Monday.com vs Notion"
- "project management with time tracking"
- "team collaboration software"
Sample Results
Best Practices
Tips for better AI visibility
Content Strategy
- Create Comprehensive Pages — AI models prefer detailed, authoritative content
- Use Natural Language — Write how customers actually speak
- Include Comparisons — Help AI understand your competitive position
- Add Local Context — Include location-specific information
- Update Regularly — Fresh content signals authority to AI models
SEO for AI
- Structured Data — Use schema markup to help AI understand your content
- Clear Headings — Organize content with descriptive headings
- Answer Questions — Create FAQ sections addressing common queries
- Feature Benefits — Clearly explain what makes you different
Testing Strategy
- Test Regularly — AI models update frequently
- Monitor Competitors — See how they perform in AI responses
- Vary Queries — Test different ways customers might ask
- Track Changes — Monitor how your visibility changes over time
Troubleshooting
Common issues and solutions
Domain Analysis Issues
Auto-fill not working
- Make sure you entered just the domain (e.g., "example.com" not "https://example.com")
- Check that your website is accessible and has sufficient content
- Try the manual setup if automatic analysis fails
Incorrect business details detected
- You can edit any auto-filled information before creating the project
- Make sure your website clearly describes your business and industry
- Consider adding more descriptive content to your homepage
Prompt Generation Issues
Irrelevant prompts generated
- Refine your rules to be more specific about your target audience
- Include industry-specific terminology
- Add location context if you serve local customers
Not enough prompts created
- Try broader topics or add more variety to your rules
- Include different types of queries (comparison, best-of, decision-making)
- Consider your customer journey from awareness to purchase
AI Response Issues
No brand mentions
- Your website might not have enough authority or visibility
- Try more specific, local queries
- Improve your website's content depth and quality
- Consider if your brand is well-known enough for general queries
Incorrect information in AI responses
- Ensure your website has accurate, up-to-date information
- Submit corrections to major directories and review sites
- AI models may have outdated training data
Getting Help
If you're still having issues:
- Check the debug output for error messages
- Try simplifying your queries to test basic functionality
- Ensure your website is publicly accessible
- Contact support with specific error messages or unexpected behavior