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Lab404 Electronics
AEO Score: 6/10
Monitoring for AI engine activity
In the Engagemii AEO index
#48,571 of 673,250 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. Lab404 Electronics just got measured.
6/10 means Lab404 Electronics is somewhat visible. AI bots can read you, but you are missing the structured signals that would push citation rate above competitors.
About Lab404 Electronics
Lab404 Electronics helps people in robotics and electronics get the exact parts they need. A Lebanon-based supplier of microcontrollers, sensors, motors, modules, single-board computers and more - fast quotes, real stock, no more hunting. Trusted by universities, labs and engineering teams.
Key Topics
Details
Industry: Automotive
lab404electronics.comAI Visibility Breakdown
6
Structured Data
9
Content Structure
6
Entity Clarity
4
E-E-A-T Signals
6
Technical AEO
3
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 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lab404electronics
Cite this score: Engagemii (2026). "AEO Score for Lab404 Electronics." Retrieved from https://engagemii.com/aeo/brands/lab404electronics
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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