Is it better to wait until December to buy a new car in the Phoenix metro area to get the best year-end clearance discounts from local dealerships?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to wait until December to buy a new car in the Phoenix metro area to get the best year-end clearance discounts from local dealerships?
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
Phoenix Arizona new car market inventory dealer incentives year end December 2026 car buying discounts Google ↗
Phoenix metro new car dealerships inventory 2026 model year clearance incentives October 2026 Google ↗
- New Vehicle Specials · chapmanhyundaiphoenix.com
- Shop New & Used Cars, Sell Your Car & Get Vehicle Financing · autonation.com
- New Chevrolet Vehicles for Sale | Sands Chevrolet - Glendale · sandsglendale.com
- December is a great time to buy a new car and this is why · apnews.com
- Thinking of Buying a Car? The Best Day of the Year Might Surprise You · investopedia.com
- 2027 cars are rolling in slower than usual. That's good news for 2026 buyers. · businessinsider.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Phoenix Arizona new car market inventory dealer incentives year end December 2026 car buying discounts OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Phoenix metro new car dealerships inventory 2026 model year clearance incentives October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |