Real ChatGPT answer · index seedG01MAQd3IWscompleteEducation · language learningcommercial

What do consumer reports say about the success rate of Babbel versus Duolingo for adult learners helping their kids study?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What do consumer reports say about the success rate of Babbel versus Duolingo for adult learners helping their kids study?
2 real searches · 1 real-search pass
Consumer Reports Babbel vs Duolingo language learning app review effectiveness success rate adult learnersGoogle ↗
OBSERVEDComparison
Babbel Duolingo study effectiveness language learning adults research comparison proficiency outcomesGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
Consumer Reports Babbel vs Duolingo language learning app review effectiveness success rate adult learners Google ↗
Babbel Duolingo study effectiveness language learning adults research comparison proficiency outcomes Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Consumer Reports Babbel vs Duolingo language learning app review effectiveness success rate adult learners
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Babbel Duolingo study effectiveness language learning adults research comparison proficiency outcomes
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1