AI Visibility Scorecard
MX5Things LLC
mx5things.com · E-commerce
Borderline visible. AI bots can crawl MX5Things LLC, 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 7 times
Meta AI · Claude · ShapBot
#25,509 of 738,666 in E-commerce for AI visibility
12
AI Naming Predictability
iNamed occasionally · 12/100
More likely to be named than 95% of E-commerce companies
5
AEO Visibility
iBorderline · 4.7/10
50
Muse Index Score
iAI agent readiness
Transactable · 50/100
0
AI Adoption
iNone detected · 0/100
About MX5Things LLC
from our crawl and measurement
MX5things describes itself simply: "Shop the MX5things Mazda accessories store for plug-and-play upgrades, smart modules, and lighting designed for Mazda MX-5 Miatas and Fiat 124 Spiders." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebSite, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Good
Social discussion and mentions.
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, MX5Things LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for MX5Things LLC
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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 MX5Things LLC.
MX5Things LLC lists 39 products, 34 in stock, priced 15.00 to 699.00.
Show all 39 products
- Front/Rear Camera Switch · 179.00 · Electronics
- Mazda MX-5 2024+ (ND3) taillights with sequential feature. · 699.00 · Import
- CravenSpeed Stubby Antenna · 25.00 · External
- AT Sport mode auto activation module · 50.00 · Electronics
- Quick disconnect switch · 20.00 · Electronics
- rear harness with 8 pin connectors · 25.00 · out of stock
- Horn fuse relocation jumper · 15.00
- Lowering Seatbelt guides for ND MX-5 · 59.00
- Phone holder with MagSafe compatible wireless charger · 75.00 · Electronics
- Active hood canceller module · 45.00 · Electronics
- Phone Holder · 59.00
- 3rd Brake Flasher with poke-home wire terminals · 45.00 · Electronics
- Hood Lift Kit · 99.00 · External
- ACC Power Controller · 89.00 · Electronics
- Automatic Roll-Up Windows Controller for RF/ST · 129.00 · Electronics
- Roof Controller for Mazda MX-5 NC PRHT · 169.00 · Electronics
- 3rd Brake Flasher kit for NC soft top · 55.00 · Electronics
- Trunk illumination kit · 49.00 · out of stock · Electronics
- 3rd Brake Flasher kit for RF/ PRHT · 55.00 · Electronics
- 3rd Brake Flasher kit for ND ST · 55.00 · Electronics
- Airbag warning overlay replacement - Fiat · 30.00 · 3D printed
- Airbag warning overlay replacement · 30.00 · Plastic
- Trunk Organizer for Mazda MX-5 2006-2015 (NC) · 75.00 · out of stock · Laser cut
- Padded armrest for the center console · 200.00
- Rear Clear Side Marker LED Lights · 25.00 · Import
- Roof Controller for Mazda MX-5 RF · 189.00 · Electronics
- Smoked Sequential LED side turn signal lights · 49.00 · out of stock · External
- Clear Side Marker LED Lights · 79.00 · Import
- Smoked Side Marker LED Lights · 79.00 · Import
- Clear Sequential LED side turn signal lights · 49.00 · External
- Trunk Lid Poppers · 99.00 · External
- Center Console Shelf · 20.00 · External
- Cup holder phone mount (base only) · 50.00 · 3D printed
- Trunk Organizer for Mazda MX-5 2016+ (ND) · 75.00 · out of stock · Laser cut
- Rear Light Unit Harness with ballast resistors · 30.00 · Electronics
- DRL Harness · 55.00 · Electronics
- IG Power Controller for RFC remote control · 89.00 · Electronics
- Red LED strip with rear harness · 69.00 · Electronics
- Cable for Plug-n-Play dashcam installation · 25.00 · Electronics
Machine-readable copy: the product feed (JSON).
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mx5things
Cite this score: Engagemii (2026). "AEO Score for MX5Things LLC." Retrieved from https://engagemii.com/aeo/brands/mx5things
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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