Real ChatGPT answer · index seedKx0AlbyIV3ccompleteB2B software · marketing automationcommercial

How does BizOps attribution reporting work, specifically looking at 6abc attribution models to prove ROI to our executive team by Friday afternoon?

ChatGPTgpt-62 queries10/30/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does BizOps attribution reporting work, specifically looking at 6abc attribution models to prove ROI to our executive team by Friday afternoon?
2 real searches · 1 real-search pass
six common marketing attribution models first touch last touch linear time decay position based data driven U shaped W shapedGoogle ↗
OBSERVEDReason
Google Analytics 4 attribution models data-driven paid and organic last click official 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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

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
six common marketing attribution models first touch last touch linear time decay position based data driven U shaped W shaped Google ↗
Google Analytics 4 attribution models data-driven paid and organic last click official documentation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
six common marketing attribution models first touch last touch linear time decay position based data driven U shaped W shaped
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Analytics 4 attribution models data-driven paid and organic last click official documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1