instructure.com llms.txt
In short
instructure.com serves a 563 KB llms.txt with 4,170 links. The crawl kept and parsed the first 60 KB of it, which holds 3 H2 sections, graded B on the llmstxt.org structure (5 of 6 checks). It lacks a size under 100 KB.
llms.txt parsed the first 60 KB of a 563 KB file
# Instructure
> Comprehensive URL directory mapping the Instructure website for LLMs, categorizing products, resources, sectors, and company pages.
## Products
- [Assessments](https://www.instructure.com/mastery/assessments)
- [Canvas](https://www.instructure.com/canvas)
- [Canvas Career](https://www.instructure.com/canvas/canvas-career)
- [Canvas K 12](https://www.instructure.com/canvas-k-12)
- [Canvas Lms](https://www.instructure.com/landing/k12/canvas/canvas-lms)
- [Canvas Tiers](https://www.instructure.com/products/canvas-tiers)
- [Catalog](https://www.instructure.com/canvas/catalog)
- [Ed Fi](https://www.instructure.com/landing/[…]/ed-fi)
- [[…]](https://www.instructure.com/policies/product-supplements/[…])
- [[…] Standards Alignment](https://www.instructure.com/[…]/[…]-standards-alignment)
- [Impact](https://www.instructure.com/impact)
- [Issuer Creation Paid Plans Only](https://www.instructure.com/products/canvas/canvas-credentials/issuer-creation-paid-plans-only)
- [Item Bank](https://www.instructure.com/learning-companies/mastery/item-bank)
- [Item Bank](https://www.instructure.com/mastery/item-bank)
- [Mastery](https://www.instructure.com/mastery)
- [Mastery K 12](https://www.instructure.com/mastery-k-12)
- [Pacing Guide](https://www.instructure.com/products/mastery/mastery-assessment/pacing-guide)
- [Pathways](https://www.instructure.com/products/canvas/canvas-credentials/pathways)
- [Pathways Gallery](https://www.instructure.com/products/canvas/canvas-credentials/pathways-gallery)
- [Studio](https://www.instructure.com/canvas/studio)
## Sectors and Audiences
- [Back To School](https://www.instructure.com/back-to-school)
- [Business](https://www.instructure.com/business)
- [Education For All](https://www.instructure.com/higher-education/education-for-all)
- [Higher Education](https://www.instructure.com/higher-education)
- [Records Management](https://www.instructure.com/parchment/k-12/records-management)
- [Request Demo](https://www.instructure.com/business/request-demo)
- [Request Demo](https://www.instructure.com/vocational/request-demo)
- [State Of Student Success And Engagement](https://www.instructure.com/landing/louisiana/higher-education/state-of-student-success-and-engagement)
- [State Of Student Success And Engagement](https://www.instructure.com/landing/north-carolina/higher-education/state-of-student-success-and-engagement)
- [Track Progress Not Participation](https://www.instructure.com/business/track-progress-not-participation)
- [Vocational](https://www.instructure.com/vocational)
## Resources (Blogs, Videos, Infographics)
- [10 Canvas Features You Never Knew You Needed](https://www.instructure.com/resources/webinars/10-canvas-features-you-never-knew-you-needed)
- [10 Questions Rapid Cycle Evaluation Can Answer Evaluate Edtech Effectiveness](https://www.instructure.com/resources/blog/10-questions-rapid-cycle-evaluation-can-answer-evaluate-edtech-effectiveness)
- [10 Ways Gamify Your Classroom Lms](https://www.instructure.com/resources/blog/10-ways-gamify-your-classroom-lms)
- [10 Ways Make Online Learning More Engaging](https://www.instructure.com/resources/videos/10-ways-make-online-learning-more-engaging)
- [100 Student Voices State Of Higher Ed North Carolina](https://www.instructure.com/resources/ebooks/100-student-voices-state-of-higher-ed-north-carolina)
- [100 Student Voices State Student Success Engagement Louisiana Higher](https://www.instructure.com/resources/research-reports/100-student-voices-state-student-success-engagement-louisiana-higher)
- [11 Ways Lms Supports Students Educators Districts](https://www.instructure.com/resources/blog/11-ways-lms-supports-students-educators-districts)
- [12 Benefits Technology Classroom](https://www.instructure.com/resources/blog/12-benefits-technology-classroom)
- [12 Effective Tier 1 Instructional Strategies](https://www.instructure.com/resources/blog/12-effective-tier-1-instructional-strategies)
- [12 New Higher Ed Enhancements Canvas Lms](https://www.instructure.com/resources/blog/12-new-higher-ed-enhancements-canvas-lms)
- [13 Lms Features Building Skills Business Government And Beyond](https://www.instructure.com/resources/blog/13-lms-features-building-skills-business-government-and-beyond)
- [2 New Ways Were Using Ai […] Workflows Canvas](https://www.instructure.com/resources/blog/2-new-ways-were-using-ai-[…]-workflows-canvas)
- [20 Ways Use Canvas Face Face Learning](https://www.instructure.com/resources/ebooks/20-ways-use-canvas-face-face-learning)
- [2021 Edtech Insights Top 10 Category](https://www.instructure.com/resources/research-reports/2021-edtech-insights-top-10-category)
- [2022 State Student Success Engagement Higher Education](https://www.instructure.com/resources/research-reports/2022-state-student-success-engagement-higher-education)
- [2023 Educause Recap What We Learned And Takeaways](https://www.instructure.com/resources/blog/2023-educause-recap-what-we-learned-and-takeaways)
- [2023 End Year Product Review](https://www.instructure.com/resources/videos/2023-end-year-product-review)
- [2023 State Assessment K 12 Education](https://www.instructure.com/resources/infographic/2023-state-assessment-k-12-education)
- [2023 State Assessment K 12 Education Webinar](https://www.instructure.com/resources/webinars/2023-state-assessment-k-12-education-webinar)
First 63 of 447 lines. 8 spans shown as […] because the words or characters in them are rejected by this site's own style rules; the live file has them.
Parse graded B, 5 of 6
file: https://instructure.com/llms.txt
Instructure
Comprehensive URL directory mapping the Instructure website for LLMs, categorizing products, resources, sectors, and company pages.
3 sections, 4,170 links, no Optional section.
Ora's cached score: 44, grade D, scanned 19 April 2026.
The parse
The crawl recorded 4,170 links in the whole 563 KB file but kept only its first 60 KB, which is what is parsed here. In that part, 433 links appear: 433 point at instructure.com or a relative path, 0 point elsewhere. The hosts it links most: instructure.com (433).
| H2 section | Links |
|---|---|
| Products | 20 |
| Sectors and Audiences | 11 |
| Resources (Blogs, Videos, Infographics) | 402 |
Grade against the llmstxt.org structure
The file passes 5 of 6 checks and fails 1: under 100 kb. The grade is the count of passed checks: six is A, five is B, four is C, three is D, fewer is F. It measures structure only. Whether any agent reads the file is a separate question, covered on the llms.txt reference.
| Check | Result | Detail |
|---|---|---|
| Starts with an H1 naming the site or project | Pass | H1: Instructure |
| Has a blockquote summary under the H1 | Pass | Blockquote summary found. |
| Has at least one H2 section that lists links | Pass | 3 H2 sections, 3 with links. |
| At least 80 percent of links point at the same site | Pass | 433 of 433 links stay on instructure.com (100 percent). |
| Under 100 KB | Fail | 576732 bytes as served. |
| Plain markdown, no HTML | Pass | No HTML document markers in the body. |
Ora's cached score
Ora's cached report for instructure.com gives it 44 of 100, grade D, scanned on 19 April 2026. Read from GET ora.ai/api/score/instructure.com on 5 November 2026. The score is Ora's, not this site's, and the structure grade above is a different measure: it grades the llms.txt file against the llmstxt.org proposal, while Ora's score covers the whole site. Ora's report for instructure.com has every layer.
Linking and the companion file
The home page of instructure.com does not link the file in its HTML. Ora's lab found (2026-10-19) that 86 percent of llms.txt fetches by agents arrived through a link, so an unlinked file is mostly a file nobody opens. No llms-full.txt was found at the same root.
How it compares
At 563 KB the file is larger than 99 percent of the 2,529 plain-text llms.txt files in this edition, and its 4,170 links put it ahead of 99 percent of them on link count. The home page declares a Drupal generator. Size bucket: 100 KB and over. Tranco rank 948. Category: Education.
Live file: https://instructure.com/llms.txt. Read 4 November 2026. If the file has since changed or gone, the live URL is the authority; this page records what the crawl read on that date.
Sources
- instructure.com llms.txt https://instructure.com/llms.txt, read 4 November 2026
- llms.txt proposal (llmstxt.org) https://llmstxt.org/, read 4 November 2026
- Tranco list 746WX (crawl universe) https://tranco-list.eu/list/746WX, read 4 November 2026
- Ora: AgentReady launch post (the 86 percent finding) https://ora.ai/blog/agentready-launch, read 4 November 2026
- Ora llms.txt (GET /api/score/{domain} looks up a cached score) https://ora.ai/llms.txt, read 5 November 2026
Last reviewed 5 November 2026