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AI Visibility Scorecard

sunsmith design

sunsmith design

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sunsmithdesign.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl sunsmith design, 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 3 times

Claude · Meta AI · Apple Intelligence

#134,194 of 236,368 in Manufacturing & Industrial for AI visibility

4.4

/10

AEO Score

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About sunsmith design

from our crawl and measurement

sunsmith design is a business whose own site puts it this way: "Sunsmith Design is a custom artistic metal fabrication company based in Nelson, owned and operated by Nathan Smith." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

Our crawl found structured data on the page (WebSite, LocalBusiness) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · Manufacturing & Industrial
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

5

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 4.4/10, sunsmith design is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for sunsmith design

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for sunsmith design: 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 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/sunsmithdesign

Cite this score: Engagemii (2026). "AEO Score for sunsmith design." Retrieved from https://engagemii.com/aeo/brands/sunsmithdesign

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

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