AI Visibility Scorecard
Forge and Fern
forgeandfern.com · E-commerce
Somewhat visible. AI bots can read Forge and Fern, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 11 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#105,477 of 738,740 in E-commerce for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
0
AI Adoption
iNone detected · 0/100
About Forge and Fern
from our crawl and measurement
"Forge and Fern curates luxury home appliances for refined indoor and outdoor kitchens and patio spaces, blending timeless design with modern performance." That is how Forge and Fern introduces itself. Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (BreadcrumbList, WebSite, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 5.6/10, Forge and Fern has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Do you offer free shipping?
Yes! We provide free shipping on most orders within the continental U.S. Certain exclusions may apply depending on the brand or delivery location.
Can I speak to someone before ordering?
Of course! Our support team is available by phone, email, or live chat to answer any questions about specs, shipping, setup, or game libraries products. Feel free to reach out any time.
How do I know which product fits my space?
Each product listing includes detailed specs and dimensions. If you need help, our support team is happy to guide you through measurements and fit questions.
Do you offer price matching?
Yes, if you find a lower price from an authorized retailer, let us know, we'll do our best to match it.
Is this your brand?
The exact fixes for Forge and Fern
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Forge and Fern.
Forge and Fern lists 34 products, 33 in stock, priced 249.00 to 5,049.00.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forgeandfern
Cite this score: Engagemii (2026). "AEO Score for Forge and Fern." Retrieved from https://engagemii.com/aeo/brands/forgeandfern
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform