What is the current consensus among recruiters regarding the validity and reliability of the Duolingo English Test for corporate hiring?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the current consensus among recruiters regarding the validity and reliability of the Duolingo English Test for corporate hiring?
3 real searches · 1 real-search pass
Duolingo English Test employer acceptance corporate hiring recruiters 2026Google ↗
OBSERVEDOther / navigational
Duolingo English Test corporate hiring recruiters employer acceptance HR validity reliability workplace hiring 2025 2026Google ↗
OBSERVEDOther / navigational
Duolingo English Test validity reliability research employer use corporate recruitment English proficiency assessmentGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Duolingo English Test employer acceptance corporate hiring recruiters 2026 Google ↗
Duolingo English Test corporate hiring recruiters employer acceptance HR validity reliability workplace hiring 2025 2026 Google ↗
Duolingo English Test validity reliability research employer use corporate recruitment English proficiency assessment Google ↗
- Is the Duolingo English Test valid? · blog.englishtest.duolingo.com
- Duolingo English Test: Technical Manual · duolingo-papers.s3.amazonaws.com
- What is the Duolingo English Test's policy about decertifying results? · testcenter.zendesk.com
- Examining the subjective fairness of at-home and online tests: Taking Duolingo English Test as an example · journals.plos.org
- Global English Skills Report · ets.org
- IELTS · ielts.org
- Employment Tests and Selection Procedures · eeoc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Duolingo English Test employer acceptance corporate hiring recruiters 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Duolingo English Test corporate hiring recruiters employer acceptance HR validity reliability workplace hiring 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Duolingo English Test validity reliability research employer use corporate recruitment English proficiency assessment OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |