Can you find recent case studies on whether hyperlocal mobile ad targeting actually increases emergency service calls for local electricians in Miami?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you find recent case studies on whether hyperlocal mobile ad targeting actually increases emergency service calls for local electricians in Miami?
3 real searches · 1 real-search pass
2026 case study hyperlocal mobile advertising geofencing emergency electrician calls Miami local electricians call volumeGoogle ↗
OBSERVEDReason
2025 2026 electrician mobile geofencing advertising case study phone calls home services emergency leadsGoogle ↗
OBSERVEDReason
academic study mobile location based advertising geofencing local service business phone call conversions emergency servicesGoogle ↗
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
2026 case study hyperlocal mobile advertising geofencing emergency electrician calls Miami local electricians call volume Google ↗
2025 2026 electrician mobile geofencing advertising case study phone calls home services emergency leads Google ↗
academic study mobile location based advertising geofencing local service business phone call conversions emergency services Google ↗
- Distance and Local Competition in Mobile Geofencing · pubsonline.informs.org
- Does Location Familiarity Increase Response to Mobile Ads? - Dominik Molitor, Peter Pal Zubcsek, Martin Spann, Philipp Reichhart, 2025 · journals.sagepub.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 case study hyperlocal mobile advertising geofencing emergency electrician calls Miami local electricians call volume OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2025 2026 electrician mobile geofencing advertising case study phone calls home services emergency leads OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
academic study mobile location based advertising geofencing local service business phone call conversions emergency services OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |