CMOs Guide
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AI Gives Generic Non-Specific Answers

CMOs: Get Specific Recommendations from AI

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

Why This Matters for CMOs

For CMOs, 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 CMOs 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 CMOs

Strategies tailored for cmos:

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 CMOs

Start with these concrete steps:

Run test queries on ChatGPT, Claude, and Perplexity to assess current visibility

Add AI visibility metrics to your marketing dashboard this week

Brief your content team on AI-optimized content creation

Schedule quarterly AI visibility audits

Review robots.txt configuration with your technical team

Need Help Solving This as CMO?

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