Real ChatGPT answer · index seedRu8zXy3yB6McompleteMarketing and advertising · ad platformscomparison
Can someone break down the actual ROI of programmatic display buying platforms versus Google Performance Max for a regional retailer watching every dollar?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can someone break down the actual ROI of programmatic display buying platforms versus Google Performance Max for a regional retailer watching every dollar?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Google Ads Performance Max official channel inventory reporting campaign goals retail 2025 Google ↗
programmatic display advertising retail incrementality measurement fees CPM view through attribution study regional retailer Google ↗
- Access new inventory and channel performance reporting in Performance Max campaigns · support.google.com
- Google Ads Developer Blog: Introducing Channel-Level Reporting for Performance Max campaigns · ads-developers.googleblog.com
- About the channel performance report for Performance Max · support.google.com
- Retail Campaign Performance | Google Ads API | Google for Developers · developers.google.com
- Performance Max for online sales with a product feed (retail) | Google Ads API | Google for Developers · developers.google.com
- IAB/MRC Retail Media Measurement Guidelines · iab.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Google Ads Performance Max official channel inventory reporting campaign goals retail 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
programmatic display advertising retail incrementality measurement fees CPM view through attribution study regional retailer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |