AI Visibility Scorecard
Edgeforth BS - A story of ideas, passion, and people!
edgeforth.com · Technology
Borderline visible. AI bots can crawl Edgeforth BS - A story of ideas, passion, and people!, 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 8 times
Claude · Meta AI · ShapBot
#1,299,541 of 2,705,506 in Technology 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 Edgeforth BS - A story of ideas, passion, and people!
from our crawl and measurement
Edgeforth BS is a business whose own site puts it this way: "We're a high-end digi-TRAD agency Your brand has a story. Let’s make sure the world hears it, feels it, and remembers it." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
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, Edgeforth BS - A story of ideas, passion, and people! is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
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The exact fixes for Edgeforth BS - A story of ideas, passion, and people!
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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 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edgeforth
Cite this score: Engagemii (2026). "AEO Score for Edgeforth BS - A story of ideas, passion, and people!." Retrieved from https://engagemii.com/aeo/brands/edgeforth
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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