Why AI Can't Find You (Even When You Have More Content Than Competitors)
I ran spot-checks on 12 established practitioners last week.
One pattern kept emerging: practitioners with years of content were invisible, while newer accounts with less expertise sometimes appeared.
The difference wasn’t volume. It was structure.
What AI Actually Looks For
When ChatGPT or Perplexity recommends a practitioner, it’s not crawling websites like Google did. It’s looking for:
Entity recognition — Does AI understand you’re a person who offers services, not just a blog?
Semantic consistency — Do you describe what you do the same way across platforms?
Citation patterns — Do credible sources reference you? Do you reference credible sources?
Structured data — Is there machine-readable markup telling AI what you are?
Most practitioners fail on all four.
The Mistake I See Everywhere
Holistic practitioners describe themselves differently on every platform:
Website: “Intuitive healer and guide”
Instagram: “Helping you align with your highest self”
Podcast bio: “Trauma-informed somatic practitioner”
Substack: “Writer exploring embodiment”
To a human, these feel cohesive. To AI, these are four unrelated entities.
AI systems build knowledge graphs. They connect nodes. When your language fragments across platforms, the nodes don’t connect. You become invisible not because you lack content, but because your content doesn’t cohere into a recognizable entity.
One Fix You Can Make This Week
Write a single sentence that defines what you do. Use it everywhere.
Format: “[Name] is a [specific modality] practitioner who helps [specific audience] with [specific outcome].”
Example: “MoonInMental is a trauma-informed astrology practice that uses aromatherapy to support nervous system regulation during astrological transits.”
Put this exact sentence in:
Your website bio
Your Substack about page
Your social media bios
Your podcast descriptions
Same words. Every platform.
This is the minimum viable entity signal. It tells AI: this is one thing, described consistently, that exists across multiple trusted platforms.
Next Week
I’ll show you actual AI responses side-by-side—what invisible looks like versus what visibility looks like—and the specific structural differences between them.
Follow the live case study: MoonInMental on Substack


This is helpful! Thanks for sharing your insights!