Is Astound Broadband faster and more reliable than Spectrum for a household of four running two separate home-based businesses?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Astound Broadband faster and more reliable than Spectrum for a household of four running two separate home-based businesses?
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
Astound Broadband vs Spectrum internet upload speeds reliability fiber cable 2026 Google ↗
Astound Broadband availability Leming Texas Spectrum internet plans Google ↗
- Internet Customer Satisfaction Survey 2026 · cabletv.com
- AT&T, Comcast and Charter top Opensignal's fixed broadband study · lightreading.com
- Astound availability · astound.com
- Spectrum availability · spectrum.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Astound Broadband vs Spectrum internet upload speeds reliability fiber cable 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Astound Broadband availability Leming Texas Spectrum internet plans OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |