Product Managers Guide
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AI Gives Generic Non-Specific Answers

Product Managers: Get Specific Recommendations from AI

How product managers can identify and solve the problem of ai gives generic non-specific answers. Role-specific strategies and action items.

Why This Matters for Product Managers

For Product Managers, when users ask AI about your category, it gives generic advice instead of recommending specific solutions like yours. This directly impacts your ability to succeed in your role as AI becomes a primary discovery channel.

Signs Product Managers Should Recognize

1

AI provides general category advice without naming brands

2

Your specific solution isn't mentioned even when relevant

3

AI says 'there are many options' without specifics

4

Competitors get named but you remain generic

Solutions for Product Managers

Strategies tailored for product managers:

1

Create content with specific, citable claims

2

Add concrete statistics and data points

3

Develop unique use cases and case studies

4

Include specific customer examples and outcomes

5

Position content to answer specific questions

6

Build distinctive thought leadership content

Action Items for Product Managers

Start with these concrete steps:

Test how AI describes your product (ask "What does [Product] do?")

Write explicit product definitions for key pages

Create a product FAQ covering common questions

Add Product or SoftwareApplication schema

Schedule monthly AI description audits

Need Help Solving This as Product Manager?

Get expert guidance on resolving ai gives generic non-specific answers tailored for your role.