Real ChatGPT answer · index seedx5ogyr35doAcompleteMarketing and advertising · ad platformsinformational
How do I measure the actual return on investment from running targeted question ads on Quora?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I measure the actual return on investment from running targeted question ads on Quora?
3 real searches · 1 real-search pass
Quora Ads conversion tracking official documentation pixel conversions UTM parameters 2026Google ↗
OBSERVEDReason
Google Analytics 4 campaign URL builder UTM attribution documentationGoogle ↗
OBSERVEDInstruction
incrementality testing advertising holdout experiment marketing measurement guideGoogle ↗
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). 2 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
Quora Ads conversion tracking official documentation pixel conversions UTM parameters 2026 Google ↗
Google Analytics 4 campaign URL builder UTM attribution documentation Google ↗
incrementality testing advertising holdout experiment marketing measurement guide Google ↗
- Measurement · business.quora.com
- How Quora counts conversions · quoraadsupport.zendesk.com
- Quora Ads Setup Guide: Launch Your First Campaign with Confidence · business.quora.com
- Conversion Metrics · quoraadsupport.zendesk.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Quora Ads conversion tracking official documentation pixel conversions UTM parameters 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Google Analytics 4 campaign URL builder UTM attribution documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
incrementality testing advertising holdout experiment marketing measurement guide OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |