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AI Visibility Scorecard
rsmclaughlin.com · Finance & Insurance
At 2.3/10, Environment is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#844,731 of 887,755 in Finance & Insurance for AI visibility
2.3
/10
AEO Score
from our crawl and measurement
Environment is a business whose own site puts it this way: "General Motors Canada works to create sustainable solutions that improve the communities in which we live and work around the world. Learn how GM invests in our communities." As far as answer engines are concerned it may as well not exist yet: 2.3 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 2.3/10, Environment is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Environment
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/rsmclaughlin
Cite this score: Engagemii (2026). "AEO Score for Environment." Retrieved from https://engagemii.com/aeo/brands/rsmclaughlin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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