Are there any coupons or seasonal discounts for water heater replacement services in the Raleigh area today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any coupons or seasonal discounts for water heater replacement services in the Raleigh area today?
3 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 (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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Raleigh NC water heater replacement coupons specials discounts October 2026 plumbing companies OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
water heater replacement installation coupons discounts OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
plumbing companies water heater specials OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |