#977,021 OF 1,386,602 IN FOOD & BEVERAGE
SCORE HISTORY BEGINS 2026-07-17
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AI Visibility Scorecard
Black Rook Forge
blackrookforge.com · Food & Beverage
Borderline visible. AI bots can crawl Black Rook Forge, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#977,021 of 1,386,602 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Black Rook Forge
from our crawl and measurement
Black Rook Forge describes itself simply: "Discover Canadian-made 3D prints, custom wood, and metalwork at Black Rook Forge. Shop unique, high-quality products crafted for your needs." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 3.5/10, Black Rook Forge is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Black Rook Forge
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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/blackrookforge
Cite this score: Engagemii (2026). "AEO Score for Black Rook Forge." Retrieved from https://engagemii.com/aeo/brands/blackrookforge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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