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AI Visibility Scorecard
fellowshipfoundry.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Fellowship Foundry Pewtersmiths, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT · Meta AI
#11,157 of 237,412 in Manufacturing & Industrial for AI visibility
6.1
/10
AEO Score
from our crawl and measurement
Fellowship Foundry Pewtersmiths describes itself simply: "| Morocco USD $ | Mozambique MMK K | Myanmar (Burma) USD $ | Namibia AUD $ | Nauru NPR Rs." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
2
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
3
Social discussion and mentions.
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 6.1/10, Fellowship Foundry Pewtersmiths has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Fellowship Foundry Pewtersmiths
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fellowshipfoundry
Cite this score: Engagemii (2026). "AEO Score for Fellowship Foundry Pewtersmiths." Retrieved from https://engagemii.com/aeo/brands/fellowshipfoundry
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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