Real ChatGPT answer · index seedyuvVcCeyQyccompleteEducation · language learningcommercial

Evaluate LingoDeer versus Duolingo specifically for syntax acquisition and vocabulary retention among adult language learners.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate LingoDeer versus Duolingo specifically for syntax acquisition and vocabulary retention among adult language learners.
3 real searches · 1 real-search pass
LingoDeer Duolingo comparative study grammar syntax vocabulary retention adult language learners research spaced repetitionGoogle ↗
OBSERVEDReason
Duolingo effectiveness study vocabulary retention grammar learning adult learners researchGoogle ↗
OBSERVEDReason
LingoDeer app grammar explanations curriculum sentence structure features officialGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LingoDeer Duolingo comparative study grammar syntax vocabulary retention adult language learners research spaced repetition
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Duolingo effectiveness study vocabulary retention grammar learning adult learners research
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
LingoDeer app grammar explanations curriculum sentence structure features official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1