Real ChatGPT answer · index seedrC5OPcHBcGgcompleteMarketing and advertising · ad platformsinformational
How effective are Nextdoor local business ad types compared to Facebook for getting local service clients this season?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How effective are Nextdoor local business ad types compared to Facebook for getting local service clients this season?
3 real searches · 1 real-search pass
Nextdoor advertising products local business ads sponsored posts neighborhood targeting leads performance 2026Google ↗
OBSERVEDOther / navigational
Meta Facebook ads local service businesses lead ads click to message retargeting local targeting 2026Google ↗
OBSERVEDConsequence
Nextdoor vs Facebook advertising local home services cost per lead benchmark case studyGoogle ↗
OBSERVEDReason
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). 3 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
Nextdoor advertising products local business ads sponsored posts neighborhood targeting leads performance 2026 Google ↗
Meta Facebook ads local service businesses lead ads click to message retargeting local targeting 2026 Google ↗
Nextdoor vs Facebook advertising local home services cost per lead benchmark case study Google ↗
- Nextdoor Performed Competitively Compared to Facebook for a Home Services Brand · business.nextdoor.com
- Home Improvement Lead Cost: Search and Facebook Ads, 2026 · montrelia.com
- Contractor CPL Benchmarks 2026: LSA, Google and Meta · elev8operations.com
- Made Renovation converted neighbors looking to renovate · business.nextdoor.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Nextdoor advertising products local business ads sponsored posts neighborhood targeting leads performance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Meta Facebook ads local service businesses lead ads click to message retargeting local targeting 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Nextdoor vs Facebook advertising local home services cost per lead benchmark case study OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |