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AI Learning

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

Week 2026-W40Pool 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.org64.5%30.6%44.2%
2DataCampdatacamp.com37.1%38.7%38.1%
3DeepLearning.AIdeeplearning.ai41.9%17.7%27.4%
4Udacityudacity.com27.4%11.3%17.7%
5fast.aifast.ai22.6%4.8%11.9%
6Kaggle Learnkaggle.com17.7%3.2%9.0%
7Hugging Facehuggingface.co11.3%4.8%7.4%
8Brilliantbrilliant.org4.8%1.6%2.9%