Real ChatGPT answer · index seedAqOs7Cyk9p8completeMarketing and advertising · local marketingcomparison
How much money do local contractors usually have to spend on Nextdoor ads to get a decent return in a suburb like mine?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do local contractors usually have to spend on Nextdoor ads to get a decent return in a suburb like mine?
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
Nextdoor advertising costs local business ads budget pricing 2026 contractors ROI Google ↗
Nextdoor ads contractor case study cost per lead home services advertising Google ↗
- Tips for selecting a budget for Nextdoor Ads · business.nextdoor.com
- Nextdoor Advertising Cost: What Local Businesses Pay · havstock.com
- James Hardie consistently exceeded CPL goals in their top markets · business.nextdoor.com
- Made Renovation converted neighbors looking to renovate · business.nextdoor.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Nextdoor advertising costs local business ads budget pricing 2026 contractors ROI OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Nextdoor ads contractor case study cost per lead home services advertising OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |