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Johnston Engineering - Mechanical Engineering Design & Analysis Mechanical GearCheckDollar SignEngineering DesignAnalysis ServicesPrototypingProduct DevelopmentMagnifying Glasslight bulbDiscovery Phone CallProposalProject Kickoff handshake
AEO Score: 5.8/10
Monitoring for AI engine activity
In the Engagemii AEO index
#48,053 of 733,220 in Automotive for AI visibility
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. Two-thirds of websites are invisible to them. Johnston Engineering - Mechanical Engineering Design & Analysis Mechanical GearCheckDollar SignEngineering DesignAnalysis ServicesPrototypingProduct DevelopmentMagnifying Glasslight bulbDiscovery Phone CallProposalProject Kickoff handshake just got measured.
5.8/10 means Johnston Engineering - Mechanical Engineering Design & Analysis Mechanical GearCheckDollar SignEngineering DesignAnalysis ServicesPrototypingProduct DevelopmentMagnifying Glasslight bulbDiscovery Phone CallProposalProject Kickoff handshake is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Johnston Engineering - Mechanical Engineering Design & Analysis Mechanical GearCheckDollar SignEngineering DesignAnalysis ServicesPrototypingProduct DevelopmentMagnifying Glasslight bulbDiscovery Phone CallProposalProject Kickoff handshake
We design products, devices and machines, and use the best simulation software so your design works every time. Turn your ideas into real products. Call for a FREE Consultation: (509) 498-3875.
Key Topics
Details
AI Visibility Breakdown
3
Structured Data
6
Content Structure
7
Entity Clarity
5
E-E-A-T Signals
6
Technical AEO
6
AI Discoverability
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Your full 6-category score breakdown
Exact fixes: robots.txt, schema, llms.txt
AI bot crawls from ChatGPT, Claude, Perplexity, Gemini
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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 July 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnstonpe
Cite this score: Engagemii (2026). "AEO Score for Johnston Engineering - Mechanical Engineering Design & Analysis Mechanical GearCheckDollar SignEngineering DesignAnalysis ServicesPrototypingProduct DevelopmentMagnifying Glasslight bulbDiscovery Phone CallProposalProject Kickoff handshake." Retrieved from https://engagemii.com/aeo/brands/johnstonpe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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