Real ChatGPT answer · index seedwYQaiylrWtMcompleteTelecom and utilities · 5G and coveragecommercial
My husband and I are frustrated with our current carrier's dropped calls and slow data speeds, so which major provider currently ranks highest for suburban family satisfaction.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband and I are frustrated with our current carrier's dropped calls and slow data speeds, so which major provider currently ranks highest for suburban family satisfaction.
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
2026 U.S. wireless carrier customer satisfaction suburban family satisfaction ranking Verizon AT&T T-Mobile J.D. Power Google ↗
wireless carrier customer satisfaction suburban families 2025 2026 major providers ranking suburbs Google ↗
- 2026 U.S. Wireless Carrier Satisfaction Study — Volume 1 · jdpower.com
- J.D. Power 2026 U.S. Wireless Carrier Satisfacti · jdpower.com
- Press Release Telecommunications, Cell Phone, and Smartwatch Study 2026 · theacsi.com
- U.S. wireless networks show strong reliability, with few reported problems · consumeraffairs.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 U.S. wireless carrier customer satisfaction suburban family satisfaction ranking Verizon AT&T T-Mobile J.D. Power OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
wireless carrier customer satisfaction suburban families 2025 2026 major providers ranking suburbs OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |