AI Visibility Scorecard
Forge and Fern
forgeandfern.com · E-commerce
Borderline visible. AI bots can crawl Forge and Fern, 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.
AI engines read this profile 12 times
Claude · Meta AI · ChatGPT · Apple Intelligence
#203,814 of 738,667 in E-commerce for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 50% of E-commerce companies
4
AEO Visibility
iBorderline · 4/10
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. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
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 12 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
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 4/10, Forge and Fern is crawlable but under-signaled - 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
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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.
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.
Show all 34 products
- Profile Standard-Depth 28-Cu Ft 4 -Door 36-In Wide Smart Compatible French Door Refrirator with Ice Maker with Water Dispenser and Door within Door ( Finrprint-Resistant Stainless Steel ) ENERGY STAR Certified · 3,809.00
- Counter-Depth 22.3-Cu Ft 4 -Door 36-In Wide Smart Compatible French Door Refrigerator with Ice Maker with Water and Ice Dispenser ( Platinum Glass ) ENERGY STAR Certified · 5,049.00
- Profile Counter-Depth 22.4-Cu Ft 4 -Door 36-In Wide Smart Compatible French Door Refrirator with Ice Maker with Water and Ice Dispenser and Door within Door ( Finrprint-Resistant Stainless Steel ) ENERGY STAR Certified · 3,439.00
- Profile Counter-Depth 23.2-Cu Ft 4 -Door 36-In Wide Smart Compatible French Door Refrirator with Ice Maker with Water Dispenser ( Finrprint-Resistant Stainless Steel ) ENERGY STAR Certified · 3,319.00
- Yardistry Wood Pergola · 2,109.00
- Florence 11 Ft. X 11 Ft. Aluminum Pergola in White Finish and White Canopy · 1,699.00
- 12' X 20' Wooden Pergola Grape Trellis, Outdoor Gazebo for Garden, Patio, Backyard, Deck, Gray · 1,529.00
- 144"L X 144"W X 106"H Vinyl Monterey Canopy Pergola, White, VA42073 · 1,679.00
- Ashland 10 Ft. X 14 Ft. All Cedar Wood Outdoor Pergola Shade Structure with Bar and Electric · 2,359.00
- 6 -Seat 6-Piece Metal Outdoor Patio Conversation Sectional -Seating Set with Light Gray Cushions and Coffee Table · 1,329.00
- Black Metal Meshed 7 Seat 6-Piece Steel Outdoor Fire Pit Patio Set with Beige Cushions, Black Rectangular Fire Pit Table · 1,639.00
- Lullaby 7 -Piece Rattan Patio Sofa Conversation Set with Gray Cushions · 1,539.00
- 7 Piece Outdoor Patio Furniture Set, Patio Furniture Set with Fire Pit Table Rattan Wicker Patio Furniture Set, Brown Wicker & Beige Cushion · 1,489.00
- 9-Pieces Patio Rattan Furniture Set Fire Pit Table Storage Black with Cover off White · 1,859.00
- 28.75 In. W X 22 In. H Stone Square Wood Burning Outdoor Fire Pit in Stone Gray · 619.00
- 28-Inch Stone Gas Fire Pit 40,000 BTU Propane Patio Yard W/ Lava Rocks · 249.00
- 30 In. Fossill Limestone Fire Pit Kit · 879.00
- 44 In. X 14 In. Concrete Fossill Limestone round Fire Pit Kit · 1,209.00
- 35 In. Outdoor Wood Burning Fire Pits, Cast Stone Fire Pit with Steel Mesh Spark Screen and Fire Poker · 449.00
- 3-Burner Gas Grill, Outdoor BBQ Grill, Propane Grill with Foldable Side Tables, Teal Green · 499.00
- Barbecue Grill, BBQ Grill, Double Sided, Lightweight Versatile Tabletop Grill Grill for Party Patio Cooking Backyard · 419.00
- 4-Burner Propane Gas Barbecue Grill with Stainless Steel Grill in Black · 369.00
- Argentine Santa Maria Wood Fire & Charcoal Steel BBQ Grill, Brasero · 2,229.00
- Santa Maria Argentine BBQ Charcoal Grill in Black with Acacia Wood Side Table, Stainless Steel Grate Frame & Cover · 2,009.00
- 2500-Sq Ft Heating Area Firewood and Fire Logs Wood Stove (EPA Approved) · 989.00
- 1,200 Sq. Ft. 2020 EPA Certified Wood-Burning Stove · 1,019.00
- Heats up to 2,000 Sq. Ft. Ontario Wood Stove - Black · 1,119.00 · out of stock
- Cast Iron Single Burn Rate Erie Wood Stove - Heats 900 Sq. Ft. · 599.00
- Logwood 900 Sq. Ft. 2020 EPA Certified Cast Iron Wood-Burning Stove · 679.00
- 24 In. Built-In Single Electric Wall Oven in Black, CSA Certified · 739.00
- 24 In. Single Electric Wall Oven in Black · 1,159.00
- 24 Inch Built-In Wall Oven, Stainless and Black · 669.00
- 24'' Built-In Combi Oven | HZK-TS1 · 2,729.00
- Commercial Convection Oven NSF Full-Size Conventional Oven 3500 W 4-Tier Toaster Electric Baking Oven, 220 V · 2,339.00
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on October 24, 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.
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