AI Visibility Scorecard
McBreen Marketing
craigmcbreen.com · Professional Services
Borderline visible. AI bots can crawl McBreen Marketing, 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 15 times
Meta AI · Claude · Apple Intelligence · ShapBot
#6,903 of 527,530 in Professional Services for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 97% of Professional Services companies
5
AEO Visibility
iBorderline · 4.6/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About McBreen Marketing
from our crawl and measurement
McBreen Marketing describes itself simply: "McBreen Marketing is a full-service marketing agency, providing branding, SEO, and online marketing for businesses in Fort Collins and across the nation." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
Strong
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 4.6/10, McBreen Marketing is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Is your business standing out and bringing in ideal customers?
You want to differentiate your business and build a marketing strategy to drive leads but don’t know where to start. We’ll change that. We transform service businesses with stand-out branding and marketing strategies that drive growth.Become a stand-out businessBranding is how your ideal customers see and experience your business. You can’t tell them what you think but can influence how they see you.
Is this your brand?
The exact fixes for McBreen Marketing
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for McBreen Marketing.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/craigmcbreen
Cite this score: Engagemii (2026). "AEO Score for McBreen Marketing." Retrieved from https://engagemii.com/aeo/brands/craigmcbreen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform