How do content discovery algorithms on Apple TV aggregate shows from Max and Paramount Plus compared to the native Roku homepage layout.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do content discovery algorithms on Apple TV aggregate shows from Max and Paramount Plus compared to the native Roku homepage layout.
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
ChatGPT2 real searches · gpt-6
Apple TV app Max Paramount+ integration Up Next recommendations supported apps 2026 Google ↗
Roku home screen content discovery What to Watch recommendations streaming services Max Paramount Plus 2026 Google ↗
- About Search on your Apple TV · support.apple.com
- Apple TV app · apple.com
- Apple TV app overview · tvpartners.apple.com
- Meet the new Roku Home Screen · roku.com
- Roku New OS features · support.roku.com
- Why does my Roku home screen look different? · support.roku.com
- Introducing the reimagined Roku Home Screen: What it means for streamers and advertisers · advertising.roku.com
- Discovery · developer.roku.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Apple TV app Max Paramount+ integration Up Next recommendations supported apps 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Roku home screen content discovery What to Watch recommendations streaming services Max Paramount Plus 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |