What tools can I use to independently audit real-world 5G speeds at my residential address before committing to a two-year carrier contract?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What tools can I use to independently audit real-world 5G speeds at my residential address before committing to a two-year carrier contract?
3 real searches · 1 real-search pass
independent tools audit 5G mobile network speeds address FCC broadband map Ookla CellMapper Opensignal nPerf 2026Google ↗
OBSERVEDReason
FCC mobile broadband map location availability mobile coverage data limitations 5GGoogle ↗
OBSERVEDComparison
FCC National Broadband Map mobile coverage limitations carrier reported data Ookla Speedtest CellMapper Opensignal nPerf independent 5G testing residential addressGoogle ↗
OBSERVEDConsequence
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
independent tools audit 5G mobile network speeds address FCC broadband map Ookla CellMapper Opensignal nPerf 2026 Google ↗
FCC mobile broadband map location availability mobile coverage data limitations 5G Google ↗
FCC National Broadband Map mobile coverage limitations carrier reported data Ookla Speedtest CellMapper Opensignal nPerf independent 5G testing residential address Google ↗
- How to Use the FCC’s National Broadband Map · help.bdc.fcc.gov
- What's on the National Broadband Map · help.bdc.fcc.gov
- Crowdsourced Map · coveragemap.com
- CoverageMap · coveragemap.com
- Open FCC map · broadbandmap.fcc.gov
- Open Speedtest · speedtest.net
- Open Opensignal · opensignal.com
- Open CellMapper · cellmapper.net
- What to Expect after Filing a Mobile Challenge · help.bdc.fcc.gov
- How to Use the New FCC Mobile Speed Test App to Challenge Mobile Coverage · help.bdc.fcc.gov
- FCC mobile speed testing information · fcc.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
independent tools audit 5G mobile network speeds address FCC broadband map Ookla CellMapper Opensignal nPerf 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
FCC mobile broadband map location availability mobile coverage data limitations 5G OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FCC National Broadband Map mobile coverage limitations carrier reported data Ookla Speedtest CellMapper Opensignal nPerf independent 5G testing residential address OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |