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AI Visibility Scorecard
McQuillen Technical Consulting
mcquillen.com · Technology
Somewhat visible. AI bots can read McQuillen Technical Consulting, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#684,131 of 2,652,696 in Technology for AI visibility
5.2
/10
AEO Score
About McQuillen Technical Consulting
from our crawl and measurement
McQuillen Technical Consulting describes itself simply: "Independent IT security consulting in Oakland, CA, specializing in Apple, Microsoft, cloud platforms, and cybersecurity. Trusted support without MSP lock-in." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Person, Organization, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 5.2/10, McQuillen Technical Consulting has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for McQuillen Technical Consulting
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcquillen
Cite this score: Engagemii (2026). "AEO Score for McQuillen Technical Consulting." Retrieved from https://engagemii.com/aeo/brands/mcquillen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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