How many hours a day do I need to spend on Duolingo Spanish to pass a basic proficiency test by the end of this year
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How many hours a day do I need to spend on Duolingo Spanish to pass a basic proficiency test by the end of this year
1 real search · 1 real-search pass
Spanish A1 A2 CEFR proficiency exam skills listening speaking reading writing study hours beginner estimatesGoogle ↗
OBSERVEDInstruction
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Spanish A1 A2 CEFR proficiency exam skills listening speaking reading writing study hours beginner estimates Google ↗
- Levels · casadelespanol.com
- How Many Hours to Learn a Language? CEFR Explained · apps.iliausatov.com
- How Long Does It Take to Learn Spanish? · truefluency.org