AI Visibility Scorecard
uclapi.com · Technology
Borderline visible. AI bots can crawl UCL API, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 4 times
Claude · Meta AI
#795,755 of 2,704,330 in Technology for AI visibility
56
AI Naming Predictability
iRarely named · 56/100
Technology average 28
Top 11% of Technology
See what's behind this score →4.4
-
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 →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
from our crawl and measurement
UCL API is a business whose own site puts it this way: "We hope that developers of all abilities find our endpoints and website easy to navigate." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.4/10, UCL API is crawlable but under-signaled - fixable, and the signals above are where to start.
What is UCL API?
UCL API is a platform for interacting with data that is usually difficult to obtain or hidden in internal UCL systems. The aim is to enable student developers to develop tools for other UCL students to enrich their lives at UCL.
Do I need to be from UCL to use the UCL API?
You need to be affiliated with UCL because authentication (for both developers & end users) is done via the UCL login system.
How do I get involved?
UCL API is open source. Our source code is available on a public Github repository for anybody to clone and inspect.
Who owns the Intellectual Property (IP) of what I build?
You do! We have no claim on your IP. However, we do request you include a shoutout somewhere. This helps raise awareness of UCL API and the vast amount of data available. It may not always be possible to include this attribution in an unintrusive manner (e.g. in a Slack bot), so we're flexible on this. The more people aware of UCL API and who use apps powered by UCL API, the better the platform will be.
Is this your brand?
The exact fixes for UCL API
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/uclapi
Cite this score: Engagemii (2026). "AEO Score for UCL API." Retrieved from https://engagemii.com/aeo/brands/uclapi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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