Where can I find unbiased speed test results for cable versus fiber internet in the Detroit area?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find unbiased speed test results for cable versus fiber internet in the Detroit area?
3 real searches · 1 real-search pass
independent broadband speed test data Detroit Michigan cable vs fiber Ookla M-Lab FCC broadband mapGoogle ↗
OBSERVEDComparison
FCC broadband data collection availability map technology speed Detroit Michigan fiber cableGoogle ↗
OBSERVEDReason
Ookla Speedtest Intelligence Detroit Michigan internet provider speed report cable fiberGoogle ↗
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 (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 broadband speed test data Detroit Michigan cable vs fiber Ookla M-Lab FCC broadband map Google ↗
FCC broadband data collection availability map technology speed Detroit Michigan fiber cable Google ↗
Ookla Speedtest Intelligence Detroit Michigan internet provider speed report cable fiber Google ↗
- Ookla Global Speed Index · speedtest.net
- FCC Broadband Map · broadbandmap.fcc.gov
- How to Use the FCC’s National Broadband Map · help.bdc.fcc.gov
- How to Submit an Availability Challenge · help.bdc.fcc.gov
- Best Internet Providers in Michigan · allconnect.com
- Michigan Broadband Map · michiganbroadbandmap.com
- Broadband Information · michigan.gov
- Michigan Broadband Map Overview FINAL 7.13.2026 · michigan.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
independent broadband speed test data Detroit Michigan cable vs fiber Ookla M-Lab FCC broadband map OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FCC broadband data collection availability map technology speed Detroit Michigan fiber cable OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ookla Speedtest Intelligence Detroit Michigan internet provider speed report cable fiber OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |