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AI Visibility Scorecard
Richard Fredricks, Voice Teacher in Los Angeles
richardfredricks.com · Media & Entertainment
Borderline visible. AI bots can crawl Richard Fredricks, Voice Teacher in Los Angeles, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Claude · Meta AI
#1,245,780 of 1,898,195 in Media & Entertainment for AI visibility
4.1
/10
AEO Score
About Richard Fredricks, Voice Teacher in Los Angeles
from our crawl and measurement
Richard Fredricks, Voice Teacher in Los Angeles is a business whose own site puts it this way: "If you need to improve your voice as a singer or to strengthen your voice for theater or public speaking or if you are a beginner who just wants voice lessons for a shot at." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.1/10, Richard Fredricks, Voice Teacher in Los Angeles is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Richard Fredricks, Voice Teacher in Los Angeles
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/richardfredricks
Cite this score: Engagemii (2026). "AEO Score for Richard Fredricks, Voice Teacher in Los Angeles." Retrieved from https://engagemii.com/aeo/brands/richardfredricks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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