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AI Visibility Scorecard
ONIQ
oniq.com · Automotive
Somewhat visible. AI bots can read ONIQ, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#4,633 of 735,520 in Automotive for AI visibility
6.5
/10
AEO Score
About ONIQ
from oniq.com
The software ONIQ is a SaaS platform that combines AI and Lean expertise to give manufacturing teams continuous transparency, faster decision-making, and scalable Lean Manufacturing: from automated value stream analysis and integrated Lean analytics to proactive Production AI Agents and instant scenario simulation – all without manual data preparation or specialist knowledge.
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
8
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
4
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.
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 6.5/10, ONIQ has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ONIQ
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
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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Source & Attribution
Scored by Engagemii on May 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/oniq
Cite this score: Engagemii (2026). "AEO Score for ONIQ." Retrieved from https://engagemii.com/aeo/brands/oniq
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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