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AI Visibility Scorecard
jmpforming.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Jones Metal Products, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#7,988 of 232,898 in Manufacturing & Industrial for AI visibility
6.2
/10
AEO Score
from our crawl and measurement
"Jones Metal delivers aerospace-grade precision metal forming, hydroforming, and manufacturing solutions with over 100 years of experience." That is how Jones Metal Products of West Lafayette, OH introduces itself. Its AI visibility score is 6.2 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) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
8
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
2
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 6.2/10, Jones Metal Products has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Jones Metal Products
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jmpforming
Cite this score: Engagemii (2026). "AEO Score for Jones Metal Products." Retrieved from https://engagemii.com/aeo/brands/jmpforming
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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