Real ChatGPT answer · index seedup07zlgdxZkcompleteTelecom and utilities · 5G and coveragecommercial
Which low-cost MVNO carriers that use major 5G networks provide the best customer service and coverage reliability for a tight family budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which low-cost MVNO carriers that use major 5G networks provide the best customer service and coverage reliability for a tight family budget?
2 real searches · 1 real-search pass
best low cost MVNO family plans 2026 customer service coverage reliability Mint Mobile US Mobile Visible Consumer Cellular reviewsGoogle ↗
OBSERVEDComparison
2026 MVNO customer satisfaction J.D. Power prepaid wireless customer service Mint Mobile US Mobile Visible Consumer CellularGoogle ↗
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 (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
best low cost MVNO family plans 2026 customer service coverage reliability Mint Mobile US Mobile Visible Consumer Cellular reviews Google ↗
2026 MVNO customer satisfaction J.D. Power prepaid wireless customer service Mint Mobile US Mobile Visible Consumer Cellular Google ↗
- Consumer Reports · cdn.usmobile.com
- Mint Mobile vs Visible, August 2026: Which Wins? · usmobile.com
- US Mobile plans · usmobile.com
- 2026 U.S. Wireless Carrier Satisfaction Study — Volume 1 · jdpower.com
- Mint Mobile vs. Visible: We Tested Both Carriers · comparecellular.whistleout.com
- Mint Mobile plans · mintmobile.com
- Visible plans · visible.com
- Cell Phone Plans, August 2026 Edition · usmobile.com
- Consumer Cellular plans · consumercellular.com
- The Best Prepaid Phone Plans of 2026 · nerdwallet.com
- Cricket Wireless plans · cricketwireless.com
- Mint Mobile vs. Visible: We Tested Both Carriers · whistleout.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best low cost MVNO family plans 2026 customer service coverage reliability Mint Mobile US Mobile Visible Consumer Cellular reviews OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 MVNO customer satisfaction J.D. Power prepaid wireless customer service Mint Mobile US Mobile Visible Consumer Cellular OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |