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AI Visibility Scorecard

Triangle Edge Works

Triangle Edge Works

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triangleedgeworks.com · Food & Beverage

Borderline visible. AI bots can crawl Triangle Edge Works, 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

Meta AI · Claude · ChatGPT

#773,829 of 1,363,541 in Food & Beverage for AI visibility

4

AEO Visibility

i

Borderline · 4/10

0

Muse Index Score

i

AI agent readiness

Basic · 0/100

0

AI Adoption

i

None detected · 0/100

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About Triangle Edge Works

from our crawl and measurement

Triangle Edge Works is a Fuquay Varina, NC business whose own site puts it this way: "Triangle Edge Works offers professional skate sharpening services, including hollow and flat bottom sharpening, for hockey players and figure skaters. Book your appointment today." 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 (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Food & Beverage
Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 4/10, Triangle Edge Works is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Triangle Edge Works: How-To

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/triangleedgeworks

Cite this score: Engagemii (2026). "AEO Score for Triangle Edge Works." Retrieved from https://engagemii.com/aeo/brands/triangleedgeworks

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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