AI Visibility Scorecard
FutureLearn
futurelearn.com · Education
Well-positioned for AI search. Its weakest signal, Structured Data, is where FutureLearn still has room to grow.
AI engines read this profile 20 times
Meta AI · ChatGPT · Claude · Amazon Alexa
Top 1% in Education for AI visibility
98
AI Naming Predictability
iAI names companies like this often · 98/100
Education average 14
Top 1% of Education
See what's behind this score →8.70
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education 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
Education average 13
See what's behind this score →?
About FutureLearn
from our crawl and measurement
"Join millions of people learning on FutureLearn. Find online courses and degrees from leading universities or organisations and start learning online today." That is how FutureLearn introduces itself. Measured against the on-page and off-page signals AI engines rely on, it scores 8.70 out of 10, a strong showing.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 4 AI crawler visits here: the engines come, the question is what they find.
- Company ·
- FutureLearn
- Website ·
- futurelearn.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 7, 2026
The 6 on-page signals AI reads
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
Good
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
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Fair
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 8.70/10, FutureLearn is well placed; the signals above show what is left to gain.
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 portalSign up free to read the full article and get your AEO fix list for FutureLearn.
Source & Attribution
Scored by Engagemii on November 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/futurelearn
Cite this score: Engagemii (2026). "AEO Score for FutureLearn." Retrieved from https://engagemii.com/aeo/brands/futurelearn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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