AI Visibility Scorecard
Moon Fabrications
moonfab.com · E-commerce
Borderline visible. AI bots can crawl Moon Fabrications, 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 13 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#22,617 of 738,559 in E-commerce for AI visibility
5
AI Naming Predictability
iRarely named · 5/100
More likely to be named than 92% of E-commerce companies
5
AEO Visibility
iBorderline · 4.7/10
65
Muse Index Score
iAI agent readiness
Transactable · 65/100
0
AI Adoption
iNone detected · 0/100
About Moon Fabrications
from our crawl and measurement
"MoonShade is a modular, all-weather vehicle awning, the strength's in the canopy, so it works on almost anything. Easy setup and takedown." That is how Moon Fabrications introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (Organization, WebPage, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 13 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 4.7/10, Moon Fabrications is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Moon Fabrications
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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 Moon Fabrications.
Moon Fabrications lists 94 products, 88 in stock, priced 5.00 to 1,260.00.
Show all 94 products
- MoonShade OG + Mounted Strut · 645.00
- MoonShade OG + 4.5" MoonMount Pair · 610.00
- APEX + 3 Oval MoonMounts · 615.00
- MoonShade Pro System + MoonMount Pair · 1,260.00 · Moon Anchors
- MoonShade XL + 4.5" MoonMount Pair · 760.00
- MoonMounts Oval · 55.00
- MoonShade APEX Tension Pole Replacement (1) · 38.00
- MoonShade Pro 'full kit" + two 4.5" MoonMounts · 1,260.00
- MoonShade XL + MoonMount 4.5" Vacuum Anchor (pair) · 750.00 · out of stock
- MoonShade Original + MoonMount 4.5" Vacuum Anchor (pair) · 600.00 · out of stock
- MSO with Mounted Strut · 645.00
- MoonShade Pro Tension Pole (single) · 46.00
- MoonSurface · 700.00
- 1996 Blue Bird TC200 · 760.00
- Lance 915 camper on a Ram 3500 · 760.00
- 1996 Blue Bird TC200 · 705.00
- Polydrops P21 · 610.00
- Bluebird Skoolie · 610.00
- Casita Spirit Deluxe · 760.00
- MoonMount Oval Vacuum Anchor (x3) · 165.00
- Bush Plane Kit · 610.00
- Airstream Basecamp - Secondary Setup · 610.00
- 2019 Ram Promaster · 760.00
- MoonShade RV · 550.00
- MoonShade Pro · 1,150.00
- MoonShade Apex · 450.00
- Ram Promaster 3500 · 635.00
- Honda Pilot · 570.00
- Ram Promaster · 500.00
- Ford Transit · 525.00
- 2023 Mercedes Sprinter · 525.00
- MoonShade Sunset (Limited Edition) · 500.00
- Ford F150 · 535.00
- Subaru Crosstrek · 535.00
- Lexus GX470 · 700.00
- Rivian R1T · 535.00
- Jeep Wrangler · 535.00
- 2022 Polaris Ranger XP 1000 · 530.00
- Nissan Frontier · 560.00
- Four Wheel Camper F-150 - Secondary Setup · 535.00
- 3" MoonMount Vaccum Anchors - White (Custom StarMount Systems Engraved) · 45.00 · out of stock
- MoonShade Canopy Sandbags · 45.00 · Moon Anchors
- MoonWall XL · 125.00 · Moon Walls
- 1975 Volvo TGB1314A 6x6 “Mammut” · 650.00
- Airstream Basecamp · 525.00
- Palomino Truck Camper · 525.00
- 2021 Subaru Outback · 525.00
- Scamp 16 Fiberglass Trailer · 610.00
- Ram Promaster · 525.00
- Ram Promaster · 545.00
- Jeep Wrangler · 525.00
- 2021 Winnebago Solis · 610.00
- Ford F150 · 510.00
- 2020 Honda Passport · 510.00
- Bluebird Skoolie · 675.00
- 2023 NuCamp TAB 400 · 525.00
- Winnebago Ekko · 650.00
- 1975 Volvo TGB1314A 6x6 “Mammut” · 1,150.00
- Airstream Basecamp · 525.00
- Airstream Basecamp · 635.00
- Ford Transit 250 148" WB · 525.00
- Palomino Truck Camper · 525.00
- 2023 Mercedes Sprinter 144 AWD · 525.00
- 2008 Mercedes Sprinter 144 · 510.00
- Four Wheel Camper F-150 · 525.00
- Toyota 4Runner · 525.00
- MoonMount 4.5" Vacuum Anchor · 55.00 · Moon Anchors
- Strut Pole for MoonShade Original (7ft) · 25.00 · Moon Anchors
- Quick Fist Anchor for Strut Pole · 5.00
- MoonMount Oval Vacuum Anchor · 55.00 · Moon Anchors
- Aluminum Adhesive Anchors Spare VHB Pads · 8.00
- MoonShade XL · 650.00
- Adhesive Aluminum Anchor · 25.00 · Moon Anchors
- Basecamp-Ready MoonShade Bundle · 420.00
- Steel Stakes · 12.00 · Moon Anchors
- Moon Digital Gift Card · 25.00 · Gift Cards
- W's Short-Sleeve Orbit ECO Tee · 35.00 · out of stock · Apparel
- M's Short-Sleeve Orbit ECO Tee · 35.00 · out of stock · Apparel
- Full Zip Orbit Hoodie (Unisex) · 60.00 · out of stock · Apparel
- 5/16" (8mm) Awning Rail Anchor · 25.00 · Moon Anchors
- Pad Eye Anchors · 25.00 · Moon Anchors
- MoonWall Long · 100.00 · Moon Walls
- MoonWall Short · 75.00 · Moon Walls
- Sprinter Rail Anchors · 25.00 · Moon Anchors
- Orange Screw® Small Ground Anchor · 30.00 · Moon Anchors
- Nite Ize Gear Tie® Loopable™ Twist Tie · 10.00 · Moon Anchors
- Large Suction Cup Anchors · 25.00 · Moon Anchors
- Eyebolt Kit · 5.00 · Moon Anchors
- 3M Adhesive Spares · 8.00 · Moon Anchors
- 3/8" (9.5mm) Awning Rail Anchor · 25.00 · Moon Anchors
- Nite Ize CamJam® Cord Tightener (4-Pack) · 11.00 · Moon Anchors
- 1/2" Awning Rail Anchor (Basecamp) · 25.00 · Moon Anchors
- Magnet Anchors · 45.00 · Moon Anchors
- MoonShade · 500.00
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/moonfab
Cite this score: Engagemii (2026). "AEO Score for Moon Fabrications." Retrieved from https://engagemii.com/aeo/brands/moonfab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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