AI Visibility Scorecard
Michelle Ellwanger
edgecoaching.com · Professional Services
Borderline visible. AI bots can crawl Michelle Ellwanger, 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 6 times
Claude · Meta AI · Perplexity · Amazon Alexa
#133,072 of 528,058 in Professional Services for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Michelle Ellwanger
from our crawl and measurement
Michelle Ellwanger, based in Ave NW Hickory, NC, describes itself simply: "Edge Coaching provides executive coaching, staff development & motivational speaking. Edge Coaching is located in Hickory, NC & owned by Michelle Ellwanger." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 4/10, Michelle Ellwanger is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Edge Coaching?
Edge Coaching was created for individuals interested in seeking and finding. It's so easy to get caught up in all the things that don't matter.
Is this your brand?
The exact fixes for Michelle Ellwanger
Which AI engines already crawl you
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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 October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edgecoaching
Cite this score: Engagemii (2026). "AEO Score for Michelle Ellwanger." Retrieved from https://engagemii.com/aeo/brands/edgecoaching
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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