Is the Duolingo English Test considered reliable enough for someone whose native language is Mandarin and who needs proof of English proficiency for a new job?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is the Duolingo English Test considered reliable enough for someone whose native language is Mandarin and who needs proof of English proficiency for a new job?
2 real searches · 1 real-search pass
Duolingo English Test validity reliability research score interpretation official employer acceptance workplace English proficiencyGoogle ↗
OBSERVEDOther / navigational
Duolingo English Test official institutions employers accepted scores test validity research Mandarin speakersGoogle ↗
OBSERVEDOther / navigational
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Duolingo English Test validity reliability research score interpretation official employer acceptance workplace English proficiency Google ↗
Duolingo English Test official institutions employers accepted scores test validity research Mandarin speakers Google ↗
- Duolingo English Test: Demographic and Score Properties of Test Takers [1ex] July 2024–June 2025 · duolingo-papers.s3.us-east-1.amazonaws.com
- Why more colleges and universities are accepting the Duolingo English Test · blog.englishtest.duolingo.com
- Duolingo English Test · englishtest.duolingo.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Duolingo English Test validity reliability research score interpretation official employer acceptance workplace English proficiency OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Duolingo English Test official institutions employers accepted scores test validity research Mandarin speakers OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |