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AI Visibility Scorecard
Allied Lutherie
alliedlutherie.com · building materials
Somewhat visible. AI bots can read Allied Lutherie, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#9,371 of 518,258 in E-commerce for AI visibility
6.5
/10
AEO Score
About Allied Lutherie
from our crawl and measurement
"Now located in South Burlington, VT: Premium Quality Tonewoods and Guitar Building Supplies. Guitar CNC Services. CNC Fretboards. CAD/CAM training and consulting." That is how Allied Lutherie introduces itself. Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a few credibility markers.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The business dates to 1979.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
1
Reddit mentions and discussion.
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 6.5/10, Allied Lutherie has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Allied Lutherie
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
Here's a number that should keep every e-commerce founder up at night: $4.6 trillion.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/alliedlutherie
Cite this score: Engagemii (2026). "AEO Score for Allied Lutherie." Retrieved from https://engagemii.com/aeo/brands/alliedlutherie
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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