Real ChatGPT answer · index seedE6JJyUHKxiEcompleteMarketing and advertising · local marketinginformational
What formula do marketing agencies use to prove ROI on localized social media ad campaigns to skeptical small business owners?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What formula do marketing agencies use to prove ROI on localized social media ad campaigns to skeptical small business owners?
1 real search · 1 real-search pass
localized social media advertising campaign ROI measurement small business attribution calls coupon codes geo targeting metricsGoogle ↗
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 (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
localized social media advertising campaign ROI measurement small business attribution calls coupon codes geo targeting metrics Google ↗
- MarketingSherpa – *30 Minute Marketer: How to Take an ROI-Based Approach to Social Marketing* · content.marketingsherpa.com
- We surveyed 243 SMB advertisers · mmaglobal.com
- How to Track Social ROI for a Local Business : Social Media Examiner · socialmediaexaminer.com
- Foursquare attribution | Complete guide · foursquare.com
- 1 GUIDE TO LIFT AND ROI MEASUREMENT PRODUCTS | GU · cdn.thearf.org
- Measuring a campaign's impact · greenred.fr