AI Visibility Scorecard
Instructure
instructure.com · Education
Well-positioned for AI search. The breakdown below shows where Instructure is still leaving points on the table.
AI engines read this profile 31 times
Meta AI · ChatGPT · Claude · Amazon Alexa
#153 of 937,492 in Education for AI visibility
8
AEO Visibility
iVisible · 8/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
8
AI Adoption
iBasic · 8/100
About Instructure
from our crawl and measurement
Instructure is a Salt Lake City, UT business whose own site puts it this way: "Instructure is a leading educational technology company dedicated to helping people learn and grow." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 8.0 out of 10.
Our crawl found structured data on the page (Organization, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 13 times in our tracking, including OAI-SearchBot (OpenAI), ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 8/10, Instructure has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is the AI learner? Turns out, 80%+ of students.?
There’s a wide (and growing) gap between the number of students using AI, and the ways most institutions are governing its usage. Get to know the big three shifts happening among students, and how education must evolve to match them.
Is this your brand?
The exact fixes for Instructure
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Instructure.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/instructure
Cite this score: Engagemii (2026). "AEO Score for Instructure." Retrieved from https://engagemii.com/aeo/brands/instructure
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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