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AI Visibility Scorecard
Douglas Machine & Engineering
doug-machine.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Douglas Machine & Engineering, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · Apple Intelligence
#11,247 of 241,831 in Manufacturing & Industrial for AI visibility
6.1
/10
AEO Score
About Douglas Machine & Engineering
from our crawl and measurement
Douglas Machine & Engineering is a Davenport, IA business whose own site puts it this way: "One stop shop for your machining & engineering needs. Our in-house design can take concept, develop a process and produce a finished product. Learn more." Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
9
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
8
Inbound links from other sites.
Domain Authority
1
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 6.1/10, Douglas Machine & Engineering has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Douglas Machine & Engineering
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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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/doug-machine
Cite this score: Engagemii (2026). "AEO Score for Douglas Machine & Engineering." Retrieved from https://engagemii.com/aeo/brands/doug-machine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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