Real ChatGPT answer · index seedxEwEW46RfdUcompleteTelecom and utilities · 5G and coverageinformational
Which tools should I use to test mobile data speed accuracy on my phone so I can prove to my current carrier that service is dropping?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which tools should I use to test mobile data speed accuracy on my phone so I can prove to my current carrier that service is dropping?
1 real search · 1 real-search pass
best independent mobile network speed test apps Android iPhone Ookla Speedtest nPerf OpenSignal FCC speed test app 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
best independent mobile network speed test apps Android iPhone Ookla Speedtest nPerf OpenSignal FCC speed test app 2026 Google ↗
- FCC broadband maps · fcc.gov
- Download Speedtest · speedtest.net
- nPerf website · nperf.com
- FCC Mobile Speed Test App · apps.apple.com
- Apps · opensignal.com
- Speed test 4G 5G WiFi & maps · play.google.com
- Federal Communications Commission FCC 24-136 · docs.fcc.gov