Real ChatGPT answer · index seedgeSFNBN9xZMcompleteAutomotive · car reliability and safetyinformational
How do certified preowned powertrain warranties actually compare between Ford and Chevrolet for small business trucks and cars
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do certified preowned powertrain warranties actually compare between Ford and Chevrolet for small business trucks and cars
3 real searches · 1 real-search pass
Ford Blue Advantage Gold Certified warranty 7 year 100,000 mile powertrain deductible officialGoogle ↗
OBSERVEDOther / navigational
Chevrolet Certified Pre-Owned warranty 6 year 100,000 mile powertrain deductible officialGoogle ↗
OBSERVEDShort fact
Ford Chevrolet certified pre-owned commercial business use warranty exclusions commercial use fleet CPO officialGoogle ↗
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)
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
Ford Blue Advantage Gold Certified warranty 7 year 100,000 mile powertrain deductible official Google ↗
Chevrolet Certified Pre-Owned warranty 6 year 100,000 mile powertrain deductible official Google ↗
Ford Chevrolet certified pre-owned commercial business use warranty exclusions commercial use fleet CPO official Google ↗
- Certified Vehicle Warranties · ford.com
- Ford Blue Advantage · ford.com
- SETTING THE STANDARD FOR PRE-OWNED VEHICLES · gmcertified.com
- Chevrolet_CPO_Warranty · s3.amazonaws.com
- BUILT-IN VALUE WORKSHEET · gmc.com
- Commercial EV & Gas Vehicle Warranty · fordpro.com
- Chevrolet, Cadillac, GMC, and Buick Warranty · gmfleet.com
- PowerPoint Presentation · gmenvolve.com
- Compare Gold, EV & Blue Certified · ford.com
- Gold Certified Inspection · ford.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ford Blue Advantage Gold Certified warranty 7 year 100,000 mile powertrain deductible official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Chevrolet Certified Pre-Owned warranty 6 year 100,000 mile powertrain deductible official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Ford Chevrolet certified pre-owned commercial business use warranty exclusions commercial use fleet CPO official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |