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AI Visibility Scorecard
CONSUMER ENGINEERING INC.
consumerengineering.com · electrical/electronic manufacturing
At 2.3/10, CONSUMER ENGINEERING INC. is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Apple Intelligence · Claude
#439,783 of 454,028 in Health & Wellness for AI visibility
2.3
/10
AEO Score
About CONSUMER ENGINEERING INC.
from consumerengineering.com
About Us | Troubleshooting | Dealer Manual | Order | Contact Us VITA SPA CONTROL PARTS As the manfacturer of the electronic controls for all of VITA SPA'S fine line of portable spas for over 20 years, Consumer Engineering is in the unique position of being able to provide factory fresh replacement electronic control parts for all VITA SPA products built between 1988 and 2009.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
1
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
3
Reddit mentions and discussion.
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 2.3/10, CONSUMER ENGINEERING INC. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CONSUMER ENGINEERING INC.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/consumerengineering
Cite this score: Engagemii (2026). "AEO Score for CONSUMER ENGINEERING INC.." Retrieved from https://engagemii.com/aeo/brands/consumerengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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