Measures what GPT-5 believes about Goethe-Institut 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 Goethe-Institut is firmly in the model's "classroom course provider" 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 classroom course providers for learning a language? | 0 | 5/5 | 6, 5, 6, 2, 6 |
| Which classroom course providers are most recommended for adult learners? | 0 | 0/5 | — |
| What are the top classroom language course providers near me? | 0 | 0/5 | — |
| Can you recommend popular classroom course providers for beginners? | 0 | 0/5 | — |
| What are the best in-person language course providers for fast progress? | 0 | 5/5 | 5, 6, 4, 6, 4 |
| Which language school providers have the best classroom instruction? | 0 | 3/5 | 5, 7, 9 |
| What are the most trusted classroom course providers for language learning? | 0 | 5/5 | 5, 4, 3, 5, 3 |
| What are the top-rated classroom language programs for adults? | 0 | 2/5 | 4, 9 |
| Which providers offer the best scheduled language classes with instructors? | 0 | 0/5 | — |
| What are the best language classes with certified teachers? | 0 | 3/5 | 8, 4, 7 |
| Which classroom course providers are best for conversational language practice? | 0 | 4/5 | 4, 7, 4, 6 |
| What are the most popular physical classroom language courses? | 0 | 5/5 | 6, 5, 7, 8, 6 |
| What are the best classroom language course options for professionals? | 0 | 5/5 | 8, 5, 4, 6, 6 |
| Which language course providers are known for structured classroom learning? | 0 | 5/5 | 4, 4, 6, 4, 5 |
| What are the best classroom course providers for a new language? | 0 | 5/5 | 5, 3, 5, 3, 2 |
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 AuthorityYou score 18 on recall but only 5 on retrieval (gap of +13.0). Training-data authority is outpacing your current web footprint. Publish fresh, well-cited content to keep search-augmented responses including your brand.
Close the fragility gapYour 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 Classroom Course Providers 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 5:23 AM
Click a prompt to expand its responses. 210 total responses across 72 prompts.