Real ChatGPT answer · index seedRqs1PXFy5GwcompleteMarketing and advertising · ad platformsinformational
How do other parents analyze customer lifetime value data to figure out if Facebook ads are actually worth the money?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do other parents analyze customer lifetime value data to figure out if Facebook ads are actually worth the money?
1 real search · 1 real-search pass
how small businesses use customer lifetime value cohort analysis to evaluate Meta Facebook advertising CAC payback contribution marginGoogle ↗
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
how small businesses use customer lifetime value cohort analysis to evaluate Meta Facebook advertising CAC payback contribution margin Google ↗
- The 90-Day Cohort Analysis That Predicts Paid Media Scale · jordanglickman.com
- What Cohort Analysis Approaches Work for Meta Advertising? · roaspig.com
- 0001193125-21-184502 · d18rn0p25nwr6d.cloudfront.net
- CHAPTER 6. PROJECT SELECTION · finance.wharton.upenn.edu
- Estimating the Value of Offsite Tracking Data to Advertisers: Evidence from Meta · doi.org