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Auction Pilot — Dealer Buying Workflow for Auction Sourcing
AEO Score: 5/10
Monitoring for AI engine activity
In the Engagemii AEO index
#837,811 of 3,469,122 in Technology 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. Auction Pilot — Dealer Buying Workflow for Auction Sourcing just got measured.
5/10 means Auction Pilot — Dealer Buying Workflow for Auction Sourcing is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.
About Auction Pilot — Dealer Buying Workflow for Auction Sourcing
Auction Pilot helps dealer teams source inventory, appraise vehicles, and coordinate buying decisions across auction channels in one workflow.
Key Topics
Details
Industry: Technology
mli-irvine.comAI Visibility Breakdown
1
Structured Data
8
Content Structure
6
Entity Clarity
3
E-E-A-T Signals
6
Technical AEO
2
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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Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/mli-irvine
Cite this score: Engagemii (2026). "AEO Score for Auction Pilot — Dealer Buying Workflow for Auction Sourcing." Retrieved from https://engagemii.com/aeo/brands/mli-irvine
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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