Real ChatGPT answer · index seedFfqYMWn9GYAcompleteAutomotive · car repair and maintenancecomparison
My roommate says I should use fix-a-flat on my punctured tire to save money, but is a proper string plug kit safer for highway driving?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My roommate says I should use fix-a-flat on my punctured tire to save money, but is a proper string plug kit safer for highway driving?
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
USTMA tire repair guidelines puncture repair plug patch combination repairable area 1/4 inch Google ↗
Fix-a-Flat manufacturer instructions temporary tire sealant speed distance tire repair Google ↗
- Tire Repair Basics · ustires.org
- Tire Repair · tireindustry.org
- How long does Fix-a-Flat work? · fixaflat.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
USTMA tire repair guidelines puncture repair plug patch combination repairable area 1/4 inch OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Fix-a-Flat manufacturer instructions temporary tire sealant speed distance tire repair OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |