Product Mention Tracking
Monitor and analyze specific product mentions in AI responses to understand market positioning and competitive dynamics.
Premium Feature
Overview
Product tracking goes beyond brand mentions to capture specific product names, models, and SKUs mentioned in AI responses. This granular tracking helps you understand which of your products AI systems recommend most frequently and in what contexts.
- Identify your most AI-visible products
- Track product-level competitive positioning
- Understand which features AI highlights for each product
- Monitor new product adoption in AI responses
- Analyze product recommendation patterns
- Track seasonal product visibility trends
Tier Requirements
Product tracking is a premium feature designed for businesses that need detailed product-level insights:
Business
- Up to 100 products
- Basic analytics
- Monthly reports
Enterprise
- Unlimited products
- Advanced analytics
- Real-time alerts
Agency
- Multi-client support
- White-label reports
- API access
Not on a premium tier?Upgrade your plan to unlock product tracking.
Automatic Product Extraction
Our advanced product detection system identifies:
Product Names
Specific product names and model numbers mentioned in responses
Feature Associations
Which features and benefits AI associates with each product
Context Analysis
Use cases and scenarios where products are recommended
Examples of detected products:
- • "iPhone 15 Pro Max" → Specific model detection
- • "Tesla Model Y" → Product line tracking
- • "Adobe Creative Suite" → Software suite recognition
- • "Nike Air Max 90" → Product variant identification
Product Analytics Dashboard
Access detailed product insights at app.finseo.ai/products
:

Product Rankings
See which products AI recommends most frequently
Visibility Trends
Track product mention growth over time
Feature Analysis
Which features AI highlights for each product
Category Performance
Product performance by category and segment
What You Can Track
Product tracking provides granular insights into your product portfolio's AI visibility:
Product Metrics
Mention Frequency
How often each product appears in AI responses
Recommendation Context
When and why AI recommends each product
Feature Attribution
Which features AI emphasizes per product
Competitive Comparisons
How products compare to competitor offerings
Sentiment by Product
Positive/negative sentiment per product
Launch Impact
Track new product adoption in AI systems
Track product visibility changes over time to identify:
- Seasonal trends in product recommendations
- Impact of product updates on AI visibility
- Emerging vs declining products in AI responses
- Market share shifts at the product level

Use Cases
Product tracking enables powerful business strategies:
Product Development
- Identify features AI values most in your products
- Discover gaps in your product line based on AI recommendations
- Prioritize product improvements based on AI feedback
Marketing Strategy
- Focus marketing on your most AI-visible products
- Create content highlighting AI-favored features
- Adjust messaging based on how AI describes products
Inventory Planning
- Stock products that AI recommends frequently
- Predict demand based on AI recommendation trends
- Phase out products with declining AI visibility
Best Practices
Regular Monitoring: Check product performance weekly to catch trends early.
Feature Optimization: Update product descriptions based on AI preferences.
Competitive Analysis: Compare product performance against competitors.
Launch Tracking: Monitor new product adoption in AI systems from day one.
Setup Complete!
You've completed the Getting Started setup. Your AI visibility tracking is now active!
- Data collection begins immediately
- First insights available within 24-48 hours
- Full historical data builds over 2-4 weeks
- Product tracking activates after plan upgrade