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AI Visibility Scorecard
Bethany Edwards - Product and Material Innovator / Entrepreneur / Circular Economy Leader
bethanyedwards.com · Food & Beverage
Borderline visible. AI bots can crawl Bethany Edwards - Product and Material Innovator / Entrepreneur / Circular Economy Leader, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,023,357 of 1,348,150 in Food & Beverage for AI visibility
3.3
/10
AEO Score
About Bethany Edwards - Product and Material Innovator / Entrepreneur / Circular Economy Leader
from our crawl and measurement
Bethany Edwards is a business whose own site puts it this way: "Bethany Edwards is an award-winning entrepreneur, product and material innovator, and creative business leader in the Circular Economy. Bethany Edwards is the inventor of Lia,...." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap. It also found the gaps that keep answer engines guessing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.3/10, Bethany Edwards - Product and Material Innovator / Entrepreneur / Circular Economy Leader is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bethany Edwards - Product and Material Innovator / Entrepreneur / Circular Economy Leader
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Bethany Edwards - Product and Material Innovator / Entrepreneur / Circular Economy Leader.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bethanyedwards
Cite this score: Engagemii (2026). "AEO Score for Bethany Edwards - Product and Material Innovator / Entrepreneur / Circular Economy Leader." Retrieved from https://engagemii.com/aeo/brands/bethanyedwards
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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