AI Visibility Scorecard
Dandong Foundry
iron-foundry.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Dandong Foundry, 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 7 times
Claude · Meta AI · ShapBot · Apple Intelligence
#13,650 of 270,090 in Manufacturing & Industrial for AI visibility
58
5
AEO Visibility
iBorderline · 4.6/10
-
Network Authority
iNot connected yet
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Dandong Foundry
from our crawl and measurement
Dandong Foundry describes itself simply: "Iron foundry in China. Producing gray iron, ductile iron, steel castings. Facilities include green sand, resin sand, shell molding, automatic molding." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Dandong Foundry
- Website ·
- iron-foundry.com
- Industry ·
- Manufacturing & Industrial
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- AEO score ·
- 4.6/10
- AI visibility ·
- Borderline
- AI naming ·
- 58/100
- Network Authority ·
- Not connected yet
- AI reads ·
- 7
- Last scored ·
- Aug 9, 2026
- Verified connections ·
- None yet
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Strong
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 4.6/10, Dandong Foundry is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Dandong Foundry
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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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/iron-foundry
Cite this score: Engagemii (2026). "AEO Score for Dandong Foundry." Retrieved from https://engagemii.com/aeo/brands/iron-foundry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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