Can a college student on a strict budget realistically meet study abroad language requirements using only free online tools
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can a college student on a strict budget realistically meet study abroad language requirements using only free online tools
1 real search · 1 real-search pass
official CEFR language proficiency levels A1 A2 B1 B2 C1 Council of Europe study abroad university language requirements free language learning resourcesGoogle ↗
OBSERVEDDefinition
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
official CEFR language proficiency levels A1 A2 B1 B2 C1 Council of Europe study abroad university language requirements free language learning resources Google ↗
- Visit Duolingo · duolingo.com
- Visit Language Transfer · languagetransfer.org
- Visit Anki · apps.ankiweb.net
- Visit Tandem · tandem.net
- Visit YouTube · youtube.com
- CEFR framework · coe.int
- A1, A2, B1, B2, C1, C2: what are these language levels? · service-public.gouv.fr