Measures what GPT-5 believes about Udacity from training alone, before any web search. We probe the model 5 times across 5 different angles and score 5 sub-signals.
High overlap with brand prompts shows Udacity is firmly in the model's "massive open online course" category.
Unprompted recall on 15 high-volume discovery prompts, run 5 times each in pure recall mode (no web). Brands that surface here are baked into the model's training, not borrowed from live search.
| Discovery prompt | Volume | Appeared | Positions (5 runs) |
|---|---|---|---|
| What are the best massive open online course platforms? | 20 | 5/5 | 4, 3, 3, 4, 3 |
| Which massive open online course providers are most popular? | 0 | 1/5 | 7 |
| What are the top massive open online course sites? | 10 | 4/5 | 4, 4, 3, 7 |
| What are the most recommended online course platforms for university-style classes? | 0 | 2/5 | 5, 4 |
| Which massive open online course options are best for learners? | 0 | 5/5 | 3, 9, 4, 4, 3 |
| What are the leading massive open online course brands? | 0 | 4/5 | 3, 4, 3, 4 |
| What are the best free massive open online course providers? | 0 | 0/5 | — |
| What are the most trusted massive open online course platforms? | 0 | 5/5 | 3, 4, 4, 4, 4 |
| Which online course platforms offer the best massive open online courses? | 10 | 5/5 | 4, 4, 4, 4, 4 |
| What are the best massive open online course sites for certificates? | 0 | 4/5 | 4, 3, 4, 3 |
| What are the most popular free online course platforms? | 0 | 0/5 | — |
| Which massive open online course platforms have the widest course selection? | 0 | 0/5 | — |
| What are the best massive open online course platforms for beginners? | 0 | 0/5 | — |
| What are the top online learning platforms for university courses? | 0 | 2/5 | 4, 4 |
| Which massive open online course sites are worth using? | 0 | 4/5 | 3, 3, 4, 4 |
This report focuses on Massive Open Online Courses because that is where Udacity scores highest. The model also evaluates it against the industries below, with their own prompts and competitor sets. Click any industry for its full leaderboard.
Generated automatically from gaps and weaknesses in the analysis above, ranked by potential impact on the AI Visibility Score.
Your Authority is low across category queries. Users asking about your category do not see you. Priority: get listed in "best of" and "top N" articles for your category on domains with strong training-data crawl presence.
+10 to +25 on AuthorityYour LBA is strong. Focus on maintaining authoritative coverage and ensuring new product launches get independent reviews within 12 months of release.
Maintain current LBACore TOM is strong. Watch for specific differentiators (slogans, signature products) that appear in only some iterations. Push those into training-data-crawled headlines.
Maintain / refine TOMOther brands in the Massive Open Online Courses industry, ranked by overall AI Visibility Score.
Every score on this page is reproducible. Below is exactly what we ran and how we computed each number.
(LBA × Authority × TOM)^(1/3). Geometric mean is used so that any single weak metric pulls the overall score down, rather than being masked by strength elsewhere.
quality × meta × stability × share × recognition × 100. Each sub-signal is on a 0-1 scale. Read the full LBA methodology →
Analysis run on April 23, 2026 at 4:55 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.