Is it worth upgrading from Spotify Free to Spotify Premium Student right now or do other music services offer better family plans
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it worth upgrading from Spotify Free to Spotify Premium Student right now or do other music services offer better family plans
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). 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
Spotify Premium Student US price 2026 Spotify Premium Family price US 2026 official Google ↗
Apple Music family plan US price 2026 official YouTube Music Premium family plan price US 2026 official Amazon Music Unlimited family plan US price 2026 Google ↗
- Spotify Premium (USA) · spotify.com
- Apple Music · apple.com
- How Much Is YouTube Premium? · nerdwallet.com
- Music streaming prices in 2026: Spotify, Apple Music and more · applescoop.org
- Sign up for & manage a YouTube family plan · support.google.com
- YouTube Premium and YouTube Music are getting more expensive · techcrunch.com
- YouTube Music · music.youtube.com
- How Much Does Spotify Cost? · nerdwallet.com
- Premium Student · support.spotify.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Spotify Premium Student US price 2026 Spotify Premium Family price US 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Apple Music family plan US price 2026 official YouTube Music Premium family plan price US 2026 official Amazon Music Unlimited family plan US price 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |