Which cross channel marketing attribution model should a small business owner use if they want to give equal credit to every touchpoint in the sales funnel?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which cross channel marketing attribution model should a small business owner use if they want to give equal credit to every touchpoint in the sales funnel?
1 real search · 1 real-search pass
linear attribution model equal credit every touchpoint marketing attribution definitionGoogle ↗
OBSERVEDDefinition
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
linear attribution model equal credit every touchpoint marketing attribution definition Google ↗
- Methods & Models: A Guide to Multi-Touch Attribution · nielsen.com
- Multitouch Attribution: Models and Tips (2026) · shopify.com
- Attribution Components · experienceleague.adobe.com