Which is more cost-effective for roadside assistance on a fixed budget, AAA membership or adding coverage through Nationwide?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is more cost-effective for roadside assistance on a fixed budget, AAA membership or adding coverage through Nationwide?
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
Nationwide auto insurance roadside assistance coverage cost annual limits towing mileage official Google ↗
AAA membership plans annual cost Basic Plus Premier roadside assistance towing miles 2026 Google ↗
- membership comparison page · mwg.aaa.com
- AAA Membership · mwg.aaa.com
- Compare AAA Plus vs. Premier Membership Benefits & Cost · mwg.aaa.com
- Towing and Labor Coverage · nationwide.com
- 24 Hour Emergency Roadside Assistance · nationwide.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Nationwide auto insurance roadside assistance coverage cost annual limits towing mileage official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
AAA membership plans annual cost Basic Plus Premier roadside assistance towing miles 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |