A fact-by-fact comparison of Canvas and Totara Learn — sourced and dated — plus the part no generic comparison shows: which one AI assistants actually recommend more, engine by engine.
Measured by Orbatormethodology owner Henrik Tellewindow ends Sep 6, 2026
Recommendation share = the % of sampled AI answers, over a 4-week rolling window, that recommend each product. Higher is better.
CLAUDE
Canvas
0.3%
Totara Learn
0%
GEMINI
Canvas
0.6%
Totara Learn
0.1%
GROK
Canvas
0.6%
Totara Learn
0.2%
CHATGPT
Canvas
0.3%
Totara Learn
0.1%
PERPLEXITY
Canvas
0.3%
Totara Learn
0%
Features
Does AI recommend Canvas or Totara Learn more?
Canvas is recommended more often: it appears in 0.4% of sampled AI answers versus 0.1% for Totara Learn, measured across the live AI engines over a rolling 4-week window.
Which AI engines were used to compare Canvas and Totara Learn?
Recommendation share is measured on CLAUDE, GEMINI, GROK, CHATGPT, PERPLEXITY using neutral, buyer-shaped prompts (no product names), aggregated over a 4-week rolling window. See the methodology for prompt design and sample sizes.
Own one of these products? Claim your profile to keep its facts accurate.
Recommendation share and entity resolution follow the Index methodology. Facts are sourced from each vendor's own pages and re-verified periodically. Customer status does not affect measurement. Free to use with attribution to orbator.io.
© 2026 Orbator. All rights reserved.