Real ChatGPT answer · index seedeIE6goGW3mocompleteEducation · language learningcomparison

Rosetta Stone versus Duolingo Plus for mastering Japanese kanji efficiently while managing a busy small business where I have very little downtime

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

The searches the AI actually ran for this prompt.

SEED QUERY
Rosetta Stone versus Duolingo Plus for mastering Japanese kanji efficiently while managing a busy small business where I have very little downtime
3 real searches · 1 real-search pass
Rosetta Stone Japanese course kanji instruction official features lessons mobile appGoogle ↗
OBSERVEDOther / navigational
Duolingo Super Japanese course kanji practice official features kanji tabGoogle ↗
OBSERVEDOther / navigational
best evidence spaced repetition kanji learning Japanese retrieval practice studyGoogle ↗
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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / 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
Rosetta Stone Japanese course kanji instruction official features lessons mobile app Google ↗
Duolingo Super Japanese course kanji practice official features kanji tab Google ↗
best evidence spaced repetition kanji learning Japanese retrieval practice study Google ↗
  1. How to Learn to Read Japanese · blog.duolingo.com
  2. When Do You Use the Three Japanese Writing Systems? · blog.duolingo.com
  3. Multiscript Language Options · support.rosettastone.com
  4. Learning Path · support.rosettastone.com
  5. The Benefits of Covert Retrieval Practice on Short- and Long-Term L3 Vocabulary Retention · pmc.ncbi.nlm.nih.gov
  6. Learn Japanese Online · rosettastone.com
  7. Plans and Pricing · rosettastone.com
  8. Duolingo · duolingo.com
  9. Anki · apps.ankiweb.net

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Rosetta Stone Japanese course kanji instruction official features lessons mobile app
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Duolingo Super Japanese course kanji practice official features kanji tab
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
best evidence spaced repetition kanji learning Japanese retrieval practice study
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1