# Canvas: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 14 models. Page: https://gtm-ai-index.com/vendors/canvas/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Customer education and LMS | 0% | 81 | 100% | 1 |

## And against it

- "Academic LMSs ... (e.g., Canvas, Blackboard, or basic Moodle). Why to avoid them" (Gemini 3.5 Flash, Customer education)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Customer education and LMS: 0% to 0%, ±0. New · not ranked in September 2026 · rank 81 of 86.

## In its own words

What Canvas's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Award-winning, custom-built 3D & AR product configuration & visualization solutions for business. (https://canvaslogic.com/)
- For: business (https://canvaslogic.com/)
- Customers named: Automata, eSafe, Nobilia

## What it publishes

Every page canvaslogic.com exposes, read 2026-09-29: 44 addresses. By kind, pages and the last 90 days:

- blog: 9 pages, 4 in the last 90 days, latest 2026-09-16
- case study: 4 pages, 0 in the last 90 days, latest 2025-11-19
- comparison: 2 pages, 0 in the last 90 days, latest 2026-06-05
- glossary or explainer: 2 pages, 0 in the last 90 days, latest 2025-04-15
- Recent: 2026-09-16 blog: Web based product configurator https://canvaslogic.com/web-based-product-configurator
- Recent: 2026-08-19 blog: Best cpq software for enterprise https://canvaslogic.com/best-cpq-software-for-enterprise
- Recent: 2026-08-05 blog: Best ai cpq software https://canvaslogic.com/best-ai-cpq-software
- Recent: 2026-07-09 blog: Best cpq software for manufacturing industry https://canvaslogic.com/best-cpq-software-for-manufacturing-industry
- Recent: 2026-06-05 comparison: Oracle cpq vs salesforce cpq https://canvaslogic.com/oracle-cpq-vs-salesforce-cpq
- Recent: 2026-04-27 blog: Benefits of salesforce cpq https://canvaslogic.com/benefits-of-salesforce-cpq

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.