#59,218 OF 262,264 IN MANUFACTURING & INDUSTRIAL
SCORE HISTORY BEGINS 2026-08-05
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AI Visibility Scorecard
Coherent Inc
coherent.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Coherent Inc, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#59,218 of 262,264 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
8
AI Adoption
iBasic · 8/100
About Coherent Inc
from our crawl and measurement
Coherent Inc is a Santa Clara, CA business whose own site puts it this way: "Schema description: Coherent is more than just a laser supplier." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (Organization, WebSite, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.3/10, Coherent Inc has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coherent Inc
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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 August 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/coherent
Cite this score: Engagemii (2026). "AEO Score for Coherent Inc." Retrieved from https://engagemii.com/aeo/brands/coherent
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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