Real ChatGPT answer · index seedhJ5azpfblgccompleteTelecom and utilities · 5G and coverageinformational
What is the most reliable way to test mobile data speed accuracy using free apps without downloading malicious software onto company owned smartphones?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the most reliable way to test mobile data speed accuracy using free apps without downloading malicious software onto company owned smartphones?
4 real searches · 1 real-search pass
Ookla Speedtest web browser test official mobile browser speed test no appGoogle ↗
OBSERVEDOther / navigational
Cloudflare speed test browser official measurements latency jitter download uploadGoogle ↗
OBSERVEDReason
Netflix Fast.com official internet speed test browser upload latencyGoogle ↗
OBSERVEDComparison
CISA mobile device app security install only trusted app stores enterprise managed devices guidanceGoogle ↗
OBSERVEDInstruction
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
Ookla Speedtest web browser test official mobile browser speed test no app Google ↗
Cloudflare speed test browser official measurements latency jitter download upload Google ↗
Netflix Fast.com official internet speed test browser upload latency Google ↗
CISA mobile device app security install only trusted app stores enterprise managed devices guidance Google ↗
- speedtest.net · speedtest.net
- speed.cloudflare.com · speed.cloudflare.com
- fast.com · fast.com
- Assessing test results · ooklaserver.org
- Assessing accuracy · ooklaserver.org
- CAPACITY ENHANCEMENT GUIDEMobile Device Cybersecurity Checklist for OrganizationsDEFEND TODAY, · cisa.gov
- SP 800-124 Rev. 2, Guidelines for Managing the Security of Mobile Devices in the Enterprise · csrc.nist.gov
- Device security guidance | Policies and settings | Using third-party applications on devices · ncsc.gov.uk
- Device security guidance | Getting ready | Mobile Device Management · ncsc.gov.uk
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ookla Speedtest web browser test official mobile browser speed test no app OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Cloudflare speed test browser official measurements latency jitter download upload OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Netflix Fast.com official internet speed test browser upload latency OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CISA mobile device app security install only trusted app stores enterprise managed devices guidance OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |