AI Visibility Scorecard
Proshield Metal Works
prosmw.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Proshield Metal 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 5 times
Claude · Meta AI · Perplexity
#71,106 of 269,173 in Manufacturing & Industrial 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 Proshield Metal Works
from our crawl and measurement
Proshield Metal Works describes itself simply: "Custom metal fabrication in Edmonton, including railings, staircases, gates and metal structures. Request a free estimate today!." 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 (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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, Proshield Metal Works is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why choose Proshield MW for Deck Railing in Edmonton?
Choosing the right team for your deck railing is essential for both safety and style. At Proshield Metal Works, we bring years of experience, expert craftsmanship, and high-quality materials to every project. Whether you’re upgrading a residential deck or need custom railing for a commercial property, we deliver tailored solutions that last.
Is this your brand?
The exact fixes for Proshield Metal Works
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Proshield Metal Works.
Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prosmw
Cite this score: Engagemii (2026). "AEO Score for Proshield Metal Works." Retrieved from https://engagemii.com/aeo/brands/prosmw
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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