Real ChatGPT answer · index seedb03rIWhiGX4completeTelecom and utilities · 5G and coverageinformational

Could you compare the speed test accuracy of Ookla Speedtest versus FCC Speed Test apps when measuring 5G standalone carrier aggregation?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Could you compare the speed test accuracy of Ookla Speedtest versus FCC Speed Test apps when measuring 5G standalone carrier aggregation?
3 real searches · 1 real-search pass
Ookla Speedtest methodology multi connection parallel streams FCC Speed Test app methodology 5G mobile broadband measurement carrier aggregationGoogle ↗
OBSERVEDReason
FCC Speed Test app technical methodology SamKnows Android app speed test FCC mobile broadband measurementGoogle ↗
OBSERVEDReason
5G standalone NR carrier aggregation measurement modem diagnostics component carriers throughput speed test appGoogle ↗
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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

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
Ookla Speedtest methodology multi connection parallel streams FCC Speed Test app methodology 5G mobile broadband measurement carrier aggregation Google ↗
FCC Speed Test app technical methodology SamKnows Android app speed test FCC mobile broadband measurement Google ↗
5G standalone NR carrier aggregation measurement modem diagnostics component carriers throughput speed test app Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ookla Speedtest methodology multi connection parallel streams FCC Speed Test app methodology 5G mobile broadband measurement carrier aggregation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FCC Speed Test app technical methodology SamKnows Android app speed test FCC mobile broadband measurement
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
5G standalone NR carrier aggregation measurement modem diagnostics component carriers throughput speed test app
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1