Real ChatGPT answer · index seedwCzEID5wiuocompleteMarketing and advertising · web analyticsbrand

Can you compare the attribution models of HubSpot and Adobe Analytics for a complex B2B sales cycle with long consideration periods?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the attribution models of HubSpot and Adobe Analytics for a complex B2B sales cycle with long consideration periods?
3 real searches · 1 real-search pass
HubSpot attribution reporting models first touch last touch linear U-shaped W-shaped time decay documentationGoogle ↗
OBSERVEDReason
Adobe Analytics Attribution IQ models lookback window participation linear time decay custom attribution documentationGoogle ↗
OBSERVEDInstruction
HubSpot marketing attribution revenue closed won deals attribution report documentationGoogle ↗
OBSERVEDConsequence

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)
Short factOther / navigationalComparisonConsequence33%Reason33%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 3 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
HubSpot attribution reporting models first touch last touch linear U-shaped W-shaped time decay documentation Google ↗
Adobe Analytics Attribution IQ models lookback window participation linear time decay custom attribution documentation Google ↗
HubSpot marketing attribution revenue closed won deals attribution report documentation Google ↗
  1. Create attribution reports · knowledge.hubspot.com
  2. Understand attribution reporting · knowledge.hubspot.com
  3. Attribution Components · experienceleague.adobe.com
  4. Attribution Panel · experienceleague.adobe.com
  5. Attribution Components · experienceleague.adobe.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HubSpot attribution reporting models first touch last touch linear U-shaped W-shaped time decay documentation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Adobe Analytics Attribution IQ models lookback window participation linear time decay custom attribution documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
HubSpot marketing attribution revenue closed won deals attribution report documentation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1