How accurate are the online internet speed test tools when trying to prove underperformance to your provider?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are the online internet speed test tools when trying to prove underperformance to your provider?
1 real search · 1 real-search pass
FCC broadband speed measurement consumer guide wired ethernet speed tests evidence ISP advertised speeds Ookla Speedtest methodology M-Lab NDT test methodologyGoogle ↗
OBSERVEDReason
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
FCC broadband speed measurement consumer guide wired ethernet speed tests evidence ISP advertised speeds Ookla Speedtest methodology M-Lab NDT test methodology Google ↗
- A Comparative Analysis of Ookla Speedtest and Measurement Labs Network Diagnostic Test (NDT7) | Proceedings of the ACM on Measurement and Analysis of Computing Systems · doi.org
- The importance of contextualization of crowdsourced active speed test measurements · measurementlab.net
- FAQ · d3f2vqxgk3exj.cloudfront.net
- Eleventh Measuring Broadband America Fixed Broadband Report Federal Communications Commission · docs.fcc.gov
- Federal Communications Commission FCC 24-136 · docs.fcc.gov
- Ookla Speedtest · speedtest.net
- M-Lab speed test · speed.measurementlab.net
- Cloudflare speed test · speed.cloudflare.com
- FCC Measuring Broadband America · fcc.gov
Queries
1 queries · click a column to sort