AI Visibility Scorecard
ABC+ Warranty & Architects Certificate
· Professional Services
Somewhat visible. AI bots can read ABC+ Warranty & Architects Certificate, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · ChatGPT
#159,435 of 525,603 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About ABC+ Warranty & Architects Certificate
from our crawl and measurement
"Formed in 1989, ABC+ Warranty, also known as Architect's Certificate & Professional Consultants Certificate Ltd will beat any like-for-like UK-based quote." That is how cmlcertificate.com introduces itself. Its AI visibility score is 5.1 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 (WebPage, BreadcrumbList, WebSite) 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
Strong
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
Strong
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
Weak
No inbound links found yet.
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 5.1/10, ABC+ Warranty & Architects Certificate has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is a Structural Warranty?
Protection For Your Construction ProjectWe monitor and certify the construction works to tens of thousands of residential and commercial properties every year throughout the UK.
Is this your brand?
The exact fixes for ABC+ Warranty & Architects Certificate
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 ABC+ Warranty & Architects Certificate.
Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cmlcertificate
Cite this score: Engagemii (2026). "AEO Score for ABC+ Warranty & Architects Certificate." Retrieved from https://engagemii.com/aeo/brands/cmlcertificate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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