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AI Visibility Scorecard
Montana Contractors Association -
mtagc.org · Membership Organizations
Somewhat visible. AI bots can read Montana Contractors Association -, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#6,872 of 84,189 in Membership Organizations for AI visibility
6
AEO Visibility
iVisible · 6/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Montana Contractors Association -
from our crawl and measurement
Montana Contractors Association - is a Helena, MT business whose own site puts it this way: "Montana Contractors Association Delivering value and opportunity to our member firms since 1935 More about MCA Our Members For more than 80 years, the MCA has worked diligently on behalf of." Its AI visibility score is 6.0 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 (LocalBusiness, Organization, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6/10, Montana Contractors Association - has a working base to build on - fixable, and the signals above are where to start.
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mtagc-org
Cite this score: Engagemii (2026). "AEO Score for Montana Contractors Association -." Retrieved from https://engagemii.com/aeo/brands/mtagc-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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