Can you help me evaluate whether implementing a complex marketing ROI attribution model makes sense for a local service business spending five grand a month on ads?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you help me evaluate whether implementing a complex marketing ROI attribution model makes sense for a local service business spending five grand a month on ads?
2 real searches · 1 real-search pass
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
Google Ads conversion tracking offline conversions lead to sale local service business attribution best practices CRM Google ↗
Google Analytics attribution models limitations data-driven attribution documentation Google ↗
- Manage offline conversions | Google Ads API | Google for Developers · developers.google.com
- Set up your offline conversions · support.google.com
- Offline conversion imports FAQs · support.google.com
- Get started with attribution · support.google.com
- Toward Improving Digital Attribution Model Accuracy · research.google
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Ads conversion tracking offline conversions lead to sale local service business attribution best practices CRM OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Google Analytics attribution models limitations data-driven attribution documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |