We are comparing Apple TV 4K and the Roku Ultra to see which interface has fewer forced advertisements and sponsored content pushing more paid TV shows onto our home screen.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are comparing Apple TV 4K and the Roku Ultra to see which interface has fewer forced advertisements and sponsored content pushing more paid TV shows onto our home screen.
3 real searches · 1 real-search pass
Apple TV 4K tvOS home screen ads sponsored content recommendations Roku Ultra home screen ads sponsored tiles comparison 2026Google ↗
OBSERVEDComparison
Roku Ultra home screen sponsored ads banner ads home screen Roku OS advertising officialGoogle ↗
OBSERVEDOther / navigational
Apple tvOS Apple TV home screen ads TV app recommendations sponsored content 2025 2026Google ↗
OBSERVEDOther / navigational
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)
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
Apple TV 4K tvOS home screen ads sponsored content recommendations Roku Ultra home screen ads sponsored tiles comparison 2026 Google ↗
Roku Ultra home screen sponsored ads banner ads home screen Roku OS advertising official Google ↗
Apple tvOS Apple TV home screen ads TV app recommendations sponsored content 2025 2026 Google ↗
- Roku OS’s home screen now features a large, permanent ad · arstechnica.com
- Roku Unveils Redesigned Home Screen · macrumors.com
- Breaking down why Apple TVs are privacy advocates’ go-to streaming device · arstechnica.com
- Manage recommendations that appear in the Apple TV app · support.apple.com
- Why does my Roku home screen look different? · support.roku.com
- roku-20251231 · sec.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Apple TV 4K tvOS home screen ads sponsored content recommendations Roku Ultra home screen ads sponsored tiles comparison 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Roku Ultra home screen sponsored ads banner ads home screen Roku OS advertising official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Apple tvOS Apple TV home screen ads TV app recommendations sponsored content 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |