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AI Visibility Scorecard
CIBSE
cibse.org · Education
Somewhat visible. AI bots can read CIBSE, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#37,401 of 876,920 in Education for AI visibility
6.6
/10
AEO Score
About CIBSE
from our crawl and measurement
CIBSE describes itself simply: "Affiliate membership helps you stay informed, build valuable professional connections and continue developing throughout your career.Join by 31 July and enjoy 18 months of membership for." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
1
Social discussion and mentions.
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 6.6/10, CIBSE has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for CIBSE
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CIBSE.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cibse-org
Cite this score: Engagemii (2026). "AEO Score for CIBSE." Retrieved from https://engagemii.com/aeo/brands/cibse-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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