GEO for Podcasters: How to Get Cited by AI Engines

You’ve got great episodes.
A solid niche.
And maybe even a few notable guests.

But when someone asks Claude or ChatGPT:

“What are the top podcasts about indie startups?”
…your show doesn’t get mentioned.

It’s not a quality problem—it’s a visibility problem.

Here’s how to fix that using Generative Engine Optimization (GEO).

Why Podcasts Get Skipped

AI models recommend based on:

• Public mention frequency
• Structured summaries
• Contextual clarity (what the show is about)
• Inclusion in roundups, lists, and guides

If your show only lives on podcast platforms and your site, it likely doesn’t appear in enough of the AI’s source material.

What You Need to Do

1. Write a strong show description

   “[Podcast Name] is a weekly show about solo founders, AI tools, and building profitable SaaS products.”

2. Get cited in blog content
   Pitch to or collaborate on:

   • “Top podcasts for [niche]”
   • “Best shows for [audience]”
   • Reddit and newsletter features

3. Post your own recommendations (with yourself included)
   Write:

   • “5 podcasts I love for [topic]”
   • “Best episodes for [type of creator]”

4. Test inclusion with PromptSeed
   Run prompts like:

   • “Top podcasts about [topic]”
   • “Best audio shows for [audience]”
   • “[Podcast] vs [competitor]”

Track and Improve Over Time

PromptSeed lets you monitor model-specific behavior.

Use it to:

• Track mentions across GPT-4o, Claude, Gemini, Grok
• Spot sentiment/context gaps
• Update descriptions and content accordingly

Want to know if AI models even recognize your podcast?
Try PromptSeed and find out today.