Why Best Of Lists Matters for Product Managers
As a product manager, best of lists affects how AI represents your product. Being included in AI's 'best of' lists puts you in front of high-intent buyers. These users are actively looking to purchase and rely on AI to narrow their options. Missing from these lists means missing qualified leads.
How It Works
AI creates best-of lists based on authority signals, reviews, feature completeness, and category relevance. Brands with strong category authority and positive sentiment appear in these lists more often.
Action Items for Product Managers
Build strong category authority
Collect and showcase customer reviews
Track how product changes impact Best Of Lists
Use feature insights to refine product positioning
Share findings with marketing and engineering teams
Optimization Strategies
Build strong category authority
Collect and showcase customer reviews
Create content for specific use case niches
Get mentioned on authoritative list articles
Develop clear category leadership positioning
Ensure comprehensive feature coverage
Reporting Tips for Product Managers
Track Best Of Lists performance weekly to spot trends early
Benchmark against competitors to contextualize your results
Segment by product or feature to identify top performers
Track before/after metrics for product launches
Include qualitative user feedback alongside data