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AI Visibility Scorecard
Forge at Raleigh Iron Works
forgeatriw.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Forge at Raleigh Iron Works, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Meta AI · ChatGPT · Claude · Apple Intelligence
#51,028 of 241,720 in Manufacturing & Industrial for AI visibility
5.4
/10
AEO Score
About Forge at Raleigh Iron Works
from our crawl and measurement
"Forge Apartments at Raleigh Iron Works offer Studio,1, and 2 bedroom apartment homes in the Raleigh Iron Works District." That is how Forge at Raleigh Iron Works of Raleigh, NC introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
3
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 5.4/10, Forge at Raleigh Iron Works has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Forge at Raleigh Iron 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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forgeatriw
Cite this score: Engagemii (2026). "AEO Score for Forge at Raleigh Iron Works." Retrieved from https://engagemii.com/aeo/brands/forgeatriw
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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