AI Visibility Scorecard
sfu.instructure.com
sfu.instructure.com · Technology
Somewhat visible. AI bots can read sfu.instructure.com, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 20 times
Meta AI · Claude · ChatGPT · Perplexity
#194,430 of 2,705,505 in Technology for AI visibility
22
5
AEO Visibility
iBorderline · 5.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About sfu.instructure.com
from our crawl and measurement
sfu.instructure.com describes itself simply: "By using Canvas, you confirm that you have read, understand and agree to this notice.Accessibility Policy Username: Password: CAPSLOCK key is turned on!." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
The site 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) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
Sitemaps and entity links AI can follow.
Off-page authority
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
Weak
Not in AI knowledge graphs yet.
News & Press
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.2/10, sfu.instructure.com has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for sfu.instructure.com
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sfu-instructure
Cite this score: Engagemii (2026). "AEO Score for sfu.instructure.com." Retrieved from https://engagemii.com/aeo/brands/sfu-instructure
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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