AI Visibility Scorecard
Evolvent Design
evolventdesign.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Evolvent Design, 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 10 times
Claude · Meta AI · ShapBot · Perplexity
#5,816 of 269,544 in Manufacturing & Industrial for AI visibility
5
5
AEO Visibility
iBorderline · 4.7/10
45
Muse Index Score
iAI agent readiness
Transactable · 45/100
0
AI Adoption
iNone detected · 0/100
About Evolvent Design
from our crawl and measurement
"ISO 9001:2015 involute gear design, setup, manufacturing, and inspection in Ventura, CA. Fine and medium pitch gears for aerospace propulsion and actuators, robotics, and medical systems." That is how Evolvent Design of Ventura, CA introduces itself. 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 (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
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
Good
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
Fair
Established authority for your domain.
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, Evolvent Design is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Evolvent Design
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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.
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Source & Attribution
Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/evolventdesign
Cite this score: Engagemii (2026). "AEO Score for Evolvent Design." Retrieved from https://engagemii.com/aeo/brands/evolventdesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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