Real ChatGPT answer · index seedEZsCBg4gy8EcompleteEducation · language learninginformational

What are the official score reporting protocols and security measures used during a Duolingo English Test validation to prevent identity fraud?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the official score reporting protocols and security measures used during a Duolingo English Test validation to prevent identity fraud?
2 real searches · 1 real-search pass
site:englishtest.duolingo.com official test security identity verification score reporting institutions photo video ID verification score validityGoogle ↗
OBSERVEDOther / navigational
site:duolingo.com/englishtest score verification security measures identity fraud official Duolingo English TestGoogle ↗
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)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
site:englishtest.duolingo.com official test security identity verification score reporting institutions photo video ID verification score validity Google ↗
site:duolingo.com/englishtest score verification security measures identity fraud official Duolingo English Test Google ↗
  1. Remote English test security and AI fairness · blog.englishtest.duolingo.com
  2. Duolingo English Test Official Guide 2024 · englishtest-static.duolingo.com
  3. Duolingo English Test · englishtest.duolingo.com
  4. Rules are rules: what test takers should know about cheating and the Duolingo English Test · blog.englishtest.duolingo.com
  5. Introducing the DET’s new secondary camera security system · blog.englishtest.duolingo.com
  6. Duolingo English Test setup: camera, room scan, ear scan · blog.englishtest.duolingo.com
  7. What is online proctoring? · blog.englishtest.duolingo.com
  8. Duolingo Blog · blog.duolingo.com
  9. Embedding security in digital assessment: An evidence base for institutional confidence · blog.englishtest.duolingo.com
  10. How Does an Online Proctored Exam Work? · blog.duolingo.com
  11. Duolingo Blog · blog.duolingo.com
  12. A test center could never make cheating this difficult · blog.englishtest.duolingo.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:englishtest.duolingo.com official test security identity verification score reporting institutions photo video ID verification score validity
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
site:duolingo.com/englishtest score verification security measures identity fraud official Duolingo English Test
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1