AI Visibility Scorecard
CAG
collaborativeadvisorygroup.com · Professional Services
Somewhat visible. AI bots can read CAG, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · Apple Intelligence · ChatGPT · Meta AI
#141,117 of 526,979 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About CAG
from our crawl and measurement
CAG describes itself simply: "With over 24 years of experience servicing the AEC industry, we focus on creating collaborative relationships with AEC firms on an outsourced basis to help with strategy, operational." Its AI visibility score is 5.2 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 (WebSite), 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 once 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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 5.2/10, CAG has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Us?
We take the time to understand our clients in great detail—their history, their business philosophies, their leadership, their culture. We work with your leadership team to assess your firm’s current situation, identify opportunities to enhance value, reach consensus on vital financial and strategic goals, and prepare action plans for achieving them.
Is this your brand?
The exact fixes for CAG
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 CAG.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collaborativeadvisorygroup
Cite this score: Engagemii (2026). "AEO Score for CAG." Retrieved from https://engagemii.com/aeo/brands/collaborativeadvisorygroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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