▲ 0.2 since Jun 2026
#685,469 OF 2,690,853 IN TECHNOLOGY
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AI Visibility Scorecard
Data Ref - Your Source For Machinery Pricing
dataref.com · Technology
Somewhat visible. AI bots can read Data Ref - Your Source For Machinery Pricing, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#685,469 of 2,690,853 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Data Ref - Your Source For Machinery Pricing
from our crawl and measurement
"With over 20 years of sales data, we are the worlds best source for machinery pricing." That is how Data Ref introduces itself. Its AI visibility score is 5.2 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 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 5.2/10, Data Ref - Your Source For Machinery Pricing has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Data Ref - Your Source For Machinery Pricing
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dataref
Cite this score: Engagemii (2026). "AEO Score for Data Ref - Your Source For Machinery Pricing." Retrieved from https://engagemii.com/aeo/brands/dataref
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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