#515,616 OF 713,111 IN E-COMMERCE
SCORE HISTORY BEGINS 2026-09-22
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AI Visibility Scorecard
Grand Forge
grand-forge.com · E-commerce
Borderline visible. AI bots can crawl Grand 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
#515,616 of 713,111 in E-commerce for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Grand Forge
from our crawl and measurement
GrandForge is a Austin, TX business whose own site puts it this way: "600K+ Shipped Products35+ Happy Customers40+ Years of Experience175+ Product OfferedWORK WITH USNow Let’s Make YoursLearn how we can help you with this step by step guideSee the Process." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found structured data on the page (Organization) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 3.6/10, Grand Forge is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Grand 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 September 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/grand-forge
Cite this score: Engagemii (2026). "AEO Score for Grand Forge." Retrieved from https://engagemii.com/aeo/brands/grand-forge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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