I need help finding a budget-friendly Pimsleur subscription alternative because the current monthly price is too high for my current part-time student budget.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need help finding a budget-friendly Pimsleur subscription alternative because the current monthly price is too high for my current part-time student budget.
2 real searches · 1 real-search pass
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)
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 language learning app subscription prices Babbel Busuu Pimsleur alternative OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Pimsleur alternatives affordable language learning apps current pricing 2026 Babbel Busuu Mango Languages Language Transfer OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |