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AI Learning

Visibility of ML / GenAI / LLM education platforms in Core-3 AI answers.

Week 2026-W34Pool v0.1Engines perplexity · chatgpt_search

How to read this board

Scores come from a fixed query pool, run weekly across Core-3 engines, then averaged.

  1. Week · Pool · Engines

    Week is the ISO week published. Pool is the benchmark version (e.g. v0.1). Engines are the AI surfaces included in this Index.

  2. Mention vs Citation

    Mention rate: share of Core queries that name the brand. Citation rate: share that link the brand’s domain. Citation weighs more in Index.

  3. Index ranking

    Rows are sorted by Index. A high Mention with low Citation means the brand is talked about but rarely attributed as a source.

Formulas and engine rules are in Methodology. Pro monitor shows per-query wins and losses.

#BrandDomainMentionCitationIndex
1Courseracoursera.org69.4%27.4%44.2%
2DeepLearning.AIdeeplearning.ai45.2%19.4%29.7%
3DataCampdatacamp.com35.5%24.2%28.7%
4Udacityudacity.com27.4%6.5%14.8%
5Kaggle Learnkaggle.com22.6%1.6%10.0%
6fast.aifast.ai14.5%3.2%7.7%
7Hugging Facehuggingface.co12.9%1.6%6.1%
8Brilliantbrilliant.org3.2%3.2%3.2%