Real ChatGPT answer · index seedB1pt5F2d9y8completeEducation · online courseshowto

What documentation do we need to provide to HR departments regarding the validity of the Duolingo English Test for our overseas interns?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What documentation do we need to provide to HR departments regarding the validity of the Duolingo English Test for our overseas interns?
2 real searches · 1 real-search pass
Duolingo English Test official score verification certificate validity two years institutions accepted test security validity researchGoogle ↗
OBSERVEDReason
Duolingo English Test official score report verify results institutions CEFR score scale validityGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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 official score verification certificate validity two years institutions accepted test security validity research Google ↗
Duolingo English Test official score report verify results institutions CEFR score scale validity Google ↗
  1. Is the Duolingo English Test aligned with the CEFR? · blog.englishtest.duolingo.com
  2. Duolingo English Test Official Guide 2024 · englishtest-static.duolingo.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Duolingo English Test official score verification certificate validity two years institutions accepted test security validity research
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Duolingo English Test official score report verify results institutions CEFR score scale validity
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1