Real ChatGPT answer · index seed36vHaF9tSNwcompleteEducation · language learninginformational

My local library offers Mango Languages, but I want to compare its current features with Duolingo to see which is better for an older adult learning German.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My local library offers Mango Languages, but I want to compare its current features with Duolingo to see which is better for an older adult learning German.
3 real searches · 1 real-search pass
Mango Languages German course current features 2026 official conversation pronunciation grammar review featuresGoogle ↗
OBSERVEDOther / navigational
Duolingo German course current features 2026 official lessons speaking listening stories video call Max accessibilityGoogle ↗
OBSERVEDConsequence
Mango Languages app accessibility font size audio playback review German course officialGoogle ↗
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 (3)
Short factOther / navigational33%Comparison33%Consequence33%ReasonDefinitionInstructionYes / no

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

Searches and sources

ChatGPT3 real searches · gpt-6
Mango Languages German course current features 2026 official conversation pronunciation grammar review features Google ↗
Duolingo German course current features 2026 official lessons speaking listening stories video call Max accessibility Google ↗
Mango Languages app accessibility font size audio playback review German course official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Mango Languages German course current features 2026 official conversation pronunciation grammar review features
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Duolingo German course current features 2026 official lessons speaking listening stories video call Max accessibility
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Mango Languages app accessibility font size audio playback review German course official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1