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AI Visibility Scorecard
AN-Prototype
an-prototype.com · Manufacturing & Industrial
Somewhat visible. AI bots can read AN-Prototype, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#4,102 of 235,454 in Manufacturing & Industrial for AI visibility
6.4
/10
AEO Score
About AN-Prototype
from our crawl and measurement
AN-Prototype, based in PORTLAND, OR, describes itself simply: "With years of experience in rapid manufacturing, AN-Prototype provides the best solution for all rapid prototyping and low-volume manufacturing needs. We." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Place, Organization, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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 6.4/10, AN-Prototype has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for AN-Prototype
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/an-prototype
Cite this score: Engagemii (2026). "AEO Score for AN-Prototype." Retrieved from https://engagemii.com/aeo/brands/an-prototype
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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