What are the most common consumer complaints about AAA roadside assistance dispatch delays during severe winter weather events?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the most common consumer complaints about AAA roadside assistance dispatch delays during severe winter weather events?
3 real searches · 1 real-search pass
AAA roadside assistance winter storm delays complaints wait times dispatch communication consumer complaintsGoogle ↗
OBSERVEDConsequence
AAA roadside assistance complaints severe winter weather stranded hours tow truck dispatch BBBGoogle ↗
OBSERVEDConsequence
AAA roadside assistance service delays snowstorm customer complaints RedditGoogle ↗
OBSERVEDConsequence
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). 2 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
AAA roadside assistance winter storm delays complaints wait times dispatch communication consumer complaints Google ↗
AAA roadside assistance complaints severe winter weather stranded hours tow truck dispatch BBB Google ↗
AAA roadside assistance service delays snowstorm customer complaints Reddit Google ↗
- AAA Western and Central New York | BBB Complaints · bbb.org
- AAA Northern New England | BBB Complaints · bbb.org
- AAA Club Alliance | BBB Complaints · bbb.org
- Membership Terms · cmd.nyaaa.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
AAA roadside assistance winter storm delays complaints wait times dispatch communication consumer complaints OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
AAA roadside assistance complaints severe winter weather stranded hours tow truck dispatch BBB OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
AAA roadside assistance service delays snowstorm customer complaints Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |