AI Visibility Scorecard
Mark Ferraz
solutionsmark.com · Technology
Somewhat visible. AI bots can read Mark Ferraz, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
Meta AI · Claude · ShapBot
#181,486 of 2,707,790 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
8
AI Adoption
iBasic · 8/100
About Mark Ferraz
from our crawl and measurement
"Operator, builder, and architect with 25 years on the Microsoft stack. Leads Govern 365 at Netwoven. Creator of LittleGuy. Author of three Microsoft Press books." That is how Mark Ferraz introduces itself. Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Person), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.9/10, Mark Ferraz has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mark Ferraz
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/solutionsmark
Cite this score: Engagemii (2026). "AEO Score for Mark Ferraz." Retrieved from https://engagemii.com/aeo/brands/solutionsmark
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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