Real ChatGPT answer · index seedaChsk3BBKvocompleteEducation · tutoringcomparison

Comparing the total cost of ownership for Babbel lifetime access versus Duolingo Super annual billing to see which Spanish learning tool is cheaper over five years.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing the total cost of ownership for Babbel lifetime access versus Duolingo Super annual billing to see which Spanish learning tool is cheaper over five years.
2 real searches · 1 real-search pass
Babbel lifetime subscription price US 2026 official lifetime access priceGoogle ↗
OBSERVEDOther / navigational
Duolingo Super annual subscription price US 2026 official annual planGoogle ↗
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). 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
Babbel lifetime subscription price US 2026 official lifetime access price Google ↗
Duolingo Super annual subscription price US 2026 official annual plan Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Babbel lifetime subscription price US 2026 official lifetime access price
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Duolingo Super annual subscription price US 2026 official annual plan
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1