AI Visibility Scorecard
Marissa Garza Consulting
marissagarza.com · Professional Services
Borderline visible. AI bots can crawl Marissa Garza Consulting, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 9 times
Apple Intelligence · Claude · ChatGPT · Meta AI
#22,435 of 528,058 in Professional Services for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Marissa Garza Consulting
from our crawl and measurement
Marissa Garza Consulting describes itself simply: "I help nonprofits, cultural institutions, and education organizations find where structure is working against the mission, and redesign it. 19 years. Five sectors. One diagnostic framework." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
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 4.2/10, Marissa Garza Consulting is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Every engagement starts with a question: where is the structure working against you?
The FoundationA 90-minute session. One opening question: Tell me what's not working the way you expected. I listen, reflect back the structural pattern underneath what you're describing, and leave you with one observation you didn't have before. Within 48 hours: a one-page written reflection — the pattern named, three questions to take back to your team, and one thing to watch over the next 30 days. Schedule Today!
Is this your brand?
The exact fixes for Marissa Garza 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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/marissagarza
Cite this score: Engagemii (2026). "AEO Score for Marissa Garza Consulting." Retrieved from https://engagemii.com/aeo/brands/marissagarza
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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