After executing this prompt across AI providers, each response has been analyzed and scored based on multiple factors that determine how well your product is positioned in AI-generated answers. This section breaks down what each provider returned and what it means for your visibility.
What You're Seeing
For each AI provider that processed your prompt, you'll find:
Performance Metrics
Key indicators showing how your product appeared in the response:
- AI Score: Overall positioning quality (0-100%)
- Presence Ratio: How often your product appears versus competitors
- Accuracy: How correctly information about your product is represented
- Clarity: How clearly your product is described or recommended
- Mentions: Total number of times your product is referenced
- Status: Completion status.
Score Explanation
A detailed breakdown of why the score was calculated this way, highlighting what worked well and what factors influenced the final positioning.
Identified Issues
Specific problems detected in how your product was positioned, such as:
- Missing from recommendations where it should appear
- Inaccurate information about features or benefits
- Competitor advantages in the response
- Gaps in authority or trust signals
Recommendations
Actionable steps you can take to improve positioning for this specific prompt type, including:
- Content optimization strategies
- Missing information to add
- Authority signals to strengthen
- Competitive positioning adjustments
AI Response
The complete, unedited output from the AI provider, allowing you to see exactly what end-users would receive when asking similar questions.
Provider Comparison
Results are organized by AI provider (GPT, Gemini, Claude, etc.) so you can quickly identify where your positioning is strongest and where improvement is needed. Use the tabs to switch between providers and compare how different AI systems respond to the same prompt about your product.
Common Scenarios
First Execution
- Establishes your baseline
- Focus on identifying the biggest gaps
- Prioritize what to improve first
After Optimizing
- Compare against previous execution
- Verify if your changes worked
- Identify what to tackle next
Continuous Monitoring
- Watch trends over time
- Spot unexpected changes
- Keep control over your presence
Best Practices
- Review regularly - Don't just run analyses, review them
- Share with your team - Ensure everyone sees the results
- Act on insights - Results without action don't help
- Document changes - Keep a record of what you improved
- Celebrate wins - Acknowledge improvements
- Stay objective - Don't ignore uncomfortable problems
Next Steps
- Review All Provider Results
- Acting on Insights