Real ChatGPT answer · index seedQkCl8eCwwBccompleteMarketing and advertising · web analyticsinformational

What is lead attribution and why is everyone in my marketing department talking about first-touch versus last-touch models?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is lead attribution and why is everyone in my marketing department talking about first-touch versus last-touch models?
1 real search · 1 real-search pass
marketing attribution first touch last touch multi-touch attribution definitions Google Analytics 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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
marketing attribution first touch last touch multi-touch attribution definitions Google Analytics documentation Google ↗
  1. Get started with attribution · support.google.com
  2. Supported Multi-Touch Attribution Models · help.salesforce.com
  3. Attribution Components · experienceleague.adobe.com
  4. Multi-touch attribution: what it is & how to do it right · twilio.com
  5. The Definitive · business.adobe.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
marketing attribution first touch last touch multi-touch attribution definitions Google Analytics documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1