AI Visibility Scorecard
cool-days.dev · Media & Entertainment
At 2.56/10, Collabora Online and Collabora Office is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Authority and Reference Presence. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Parallel
19
AI Naming Predictability
iRarely named · 19/100
Media & Entertainment average 17
Top 23% of Media & Entertainment
See what's behind this score →2.56
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. 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
Media & Entertainment average 15
See what's behind this score →0
from our crawl and measurement
Collabora Online and Collabora Office is one of the businesses we track in the Media & Entertainment space. When AI engines look at it, they find little to work with. It scores 2.56 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 2 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 2.56/10, Collabora Online and Collabora Office is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
What did attendees say?
"The partner workshops were interactive and well lead." “I’ve been inspired through my conversations. Great experience and awesome people.” "Our integration is now working beautifully. It scales to everything we need.” “Hacking in person was an amazing experience, especially as a junior developer. It’s incredibly valuable to see first-hand how these brilliant minds approach problems, write code, and collaborate.
Is this your brand?
The exact fixes for Collabora Online and Collabora Office
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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/cool-days-dev
Cite this score: Engagemii (2026). "AEO Score for Collabora Online and Collabora Office." Retrieved from https://engagemii.com/aeo/brands/cool-days-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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