Finseo

Product Mention Tracking

Monitor and analyze specific product mentions in AI responses to understand market positioning and competitive dynamics.

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.

Why Track Products?
  • 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:

1

Product Names

Specific product names and model numbers mentioned in responses

2

Feature Associations

Which features and benefits AI associates with each product

3

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 Analytics Dashboard

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

Historical Product Performance

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
Price Analysis - Distributed Price Ranges

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