AI Visibility Scorecard
castletonplc.com · Technology
At 3.13/10, MRI Software is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Domain Trust, News Mentions and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 13 times
Meta AI · Claude · Perplexity
Top 25% in Technology for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
Technology average 28
Top 20% of Technology
See what's behind this score →3.13
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
"MRI Software has the most comprehensive range of social housing management software solutions today. Tech which puts customers first." That is how MRI Software introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.13 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 read this profile 13 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and PerplexityBot.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.13/10, MRI Software is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Is your system holding you back from delivering better outcomes for the people you serve?
It’s your vision to truly make a difference – but with so many pressures in the social housing sector, and various obligations and regulations to meet, it’s not easy. As you shape your strategy and bring it to life, it’s frustrating when your software gets in the way. End the frustration now. The MRI social housing suite of solutions can support and elevate every aspect of your organisation.
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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/castletonplc
Cite this score: Engagemii (2026). "AEO Score for MRI Software." Retrieved from https://engagemii.com/aeo/brands/castletonplc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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