Real ChatGPT answer · index seeda8NQzccxTQkcompleteMarketing and advertising · web analyticscommercial
Can you suggest the best platforms for setting up multi-touch attribution models when your customer journey spans mobile ads, email newsletters, and direct search?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you suggest the best platforms for setting up multi-touch attribution models when your customer journey spans mobile ads, email newsletters, and direct search?
3 real searches · 1 real-search pass
multi-touch attribution platforms cross-channel mobile app advertising email web search AppsFlyer Adjust Branch Singular 2026 comparisonGoogle ↗
OBSERVEDComparison
Google Analytics 4 attribution paths data-driven attribution BigQuery export documentationGoogle ↗
OBSERVEDInstruction
Adobe Analytics Customer Journey Analytics attribution cross-channel identity stitching documentationGoogle ↗
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
multi-touch attribution platforms cross-channel mobile app advertising email web search AppsFlyer Adjust Branch Singular 2026 comparison Google ↗
Google Analytics 4 attribution paths data-driven attribution BigQuery export documentation Google ↗
Adobe Analytics Customer Journey Analytics attribution cross-channel identity stitching documentation Google ↗
- AppsFlyer · appsflyer.com
- Adobe CJA · business.adobe.com
- Adjust · adjust.com
- Branch · branch.io
- Google Analytics · analytics.google.com
- Singular · singular.net
- Choose the Best Attribution Provider · twilio.com
- Stitching Overview · experienceleague.adobe.com
- Advanced Data Attribution Features · business.adobe.com
- 8 Best Mobile Measurement Partners (MMPs) in 2026: Pricing & Detailed Comparison · splitmetrics.com
- Cross Channel Journey Analysis · experienceleague.adobe.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
multi-touch attribution platforms cross-channel mobile app advertising email web search AppsFlyer Adjust Branch Singular 2026 comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Google Analytics 4 attribution paths data-driven attribution BigQuery export documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Adobe Analytics Customer Journey Analytics attribution cross-channel identity stitching documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |