Can you calculate the average ROI for local advertising campaigns in Gwinnett County so I know where to cut wasted ad spend?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you calculate the average ROI for local advertising campaigns in Gwinnett County so I know where to cut wasted ad spend?
1 real search · 1 real-search pass
Gwinnett County Georgia local advertising cost ROI benchmarks Google Ads Facebook Ads direct mail 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Gwinnett County Georgia local advertising cost ROI benchmarks Google Ads Facebook Ads direct mail 2026 Google ↗
- The North Atlanta Google Ads Cost-Per-Click Benchmarks Study · makeitloud.net
- Google Ads vs Facebook Ads for Georgia Small Businesses: Where to Invest in 2026 · ejm.services
- State of Local Advertising 2026 · localad.io