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Are Nextdoor local deals more effective than Facebook local awareness ads for driving weekend bookings at boutique fitness studios

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Nextdoor local deals more effective than Facebook local awareness ads for driving weekend bookings at boutique fitness studios
3 real searches · 1 real-search pass
Nextdoor Local Deals advertising business local offers audience targeting official 2025 2026Google ↗
OBSERVEDOther / navigational
Meta Facebook ads local awareness objective store traffic awareness location targeting retargeting official 2025Google ↗
OBSERVEDReason
boutique fitness studio local advertising weekend class bookings Nextdoor Facebook 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)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

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 Local Deals advertising business local offers audience targeting official 2025 2026 Google ↗
Meta Facebook ads local awareness objective store traffic awareness location targeting retargeting official 2025 Google ↗
boutique fitness studio local advertising weekend class bookings Nextdoor Facebook case study Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nextdoor Local Deals advertising business local offers audience targeting official 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Meta Facebook ads local awareness objective store traffic awareness location targeting retargeting official 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
boutique fitness studio local advertising weekend class bookings Nextdoor Facebook case study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1