Real ChatGPT answer · index seediKFpZnpTm1McompleteMarketing and advertising · influencer marketinginformational
What are the best attribution models right now for measuring podcast ad ROI when listeners use verbal promo codes instead of click-through links?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best attribution models right now for measuring podcast ad ROI when listeners use verbal promo codes instead of click-through links?
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
2026 podcast advertising attribution promo codes incrementality measurement models marketing mix modeling industry guidance Google ↗
podcast advertising measurement promo code attribution brand lift geo experiments attribution platforms 2025 2026 Google ↗
- Attribution, incrementality & MMM: The modern measurement trifecta · business.google.com
- How to measure podcast advertising / Lucid Media Partners · lucidmp.com
- Podcast attribution tools: what's available and how to choose · acast.com
- Podcast Measurement Technical Guidelines · iabtechlab.com
- Podscribe · podscribe.com
- Magellan AI · magellan.ai
- Spotify Advertising · ads.spotify.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 podcast advertising attribution promo codes incrementality measurement models marketing mix modeling industry guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
podcast advertising measurement promo code attribution brand lift geo experiments attribution platforms 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |