AI Visibility Scorecard
EV Works
ev-works.com · Automotive
At 2.66/10, EV Works is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 25 times
Meta AI · Claude · Perplexity · Parallel
Top 25% in Automotive for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
Automotive average 5
Top 12% of Automotive
See what's behind this score →2.66
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →50
Muse Index Score
iAI agent readiness
Transactable · 50/100
Automotive average 16
See what's behind this score →0
About EV Works
from our crawl and measurement
"Locally owned and operated EV shop specializing in high quality EV conversions and repairs." That is how EV Works introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.66 out of 10.
Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.
- Company ·
- EV Works
- Website ·
- ev-works.com
- Industry ·
- Automotive
- Location ·
- Bainbridge Island, WA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.66/10, EV Works is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why make the switch to electric?
Energy EfficientInternal combustion engines are generally only 30% efficient or less, while electric motors can be up to 99.9% efficient! Healthy & SustainableEVs eliminate tailpipe emissions, which benefits the environment and human health. Greater ReliabilityEVs have fewer mechanical components, so they’re more reliable and cost less to maintain.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ev-works
Cite this score: Engagemii (2026). "AEO Score for EV Works." Retrieved from https://engagemii.com/aeo/brands/ev-works
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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