CMOs Guide
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Not Appearing in ChatGPT Recommendations

CMOs: Why ChatGPT Doesn't Recommend Your Brand

How cmos can identify and solve the problem of not appearing in chatgpt recommendations. Role-specific strategies and action items.

Why This Matters for CMOs

As CMO, you're responsible for brand visibility across all channels. AI is becoming a primary discovery channel—when prospects ask ChatGPT or Claude for recommendations, your brand needs to appear. CMOs who ignore this emerging channel risk losing market share to competitors who optimize early.

Signs CMOs Should Recognize

1

Your brand is invisible when prospects ask AI for solutions—competitors dominate

2

Marketing dashboards show zero AI-referred traffic while competitors report growth

3

Sales team reports prospects saying "AI recommended [competitor] instead"

4

Brand awareness metrics don't translate to AI visibility

Solutions for CMOs

Strategies tailored for cmos:

1

Add AI visibility metrics to your marketing dashboard

2

Brief your content team on AI-optimized content creation

3

Allocate budget for AI-specific optimization initiatives

4

Integrate AI visibility into your overall brand strategy

5

Run competitive analysis on AI recommendations

6

Establish AI visibility KPIs and reporting cadence

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?

Get expert guidance on resolving not appearing in chatgpt recommendations tailored for your role.