Real ChatGPT answer · index seedhcWMWtv3IX4completeEducation · language learningcommercial

I have never studied a second language before so could you recommend whether I should start with Duolingo or invest in a paid subscription right away?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I have never studied a second language before so could you recommend whether I should start with Duolingo or invest in a paid subscription right away?
1 real search · 1 real-search pass
Duolingo free vs Super Duolingo features official 2026 beginner language learning speaking listening limitationsGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Duolingo free vs Super Duolingo features official 2026 beginner language learning speaking listening limitations Google ↗
  1. Super Duolingo · join.duolingo.com
  2. How to Use Duolingo for Language Learning · blog.duolingo.com
  3. Form 8-K for Duolingo INC filed 02/26/2026 · duolingo.gcs-web.com
  4. Duolingo's website · duolingo.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Duolingo free vs Super Duolingo features official 2026 beginner language learning speaking listening limitations
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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