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How does multi touch attribution reporting actually work in modern B2B marketing platforms compared to the old ways we tracked leads years ago?

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does multi touch attribution reporting actually work in modern B2B marketing platforms compared to the old ways we tracked leads years ago?
1 real search · 1 real-search pass
B2B multi-touch attribution reporting how it works CRM account-based attribution touchpoints attribution models documentation HubSpot Salesforce 2025Google ↗
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
B2B multi-touch attribution reporting how it works CRM account-based attribution touchpoints attribution models documentation HubSpot Salesforce 2025 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
B2B multi-touch attribution reporting how it works CRM account-based attribution touchpoints attribution models documentation HubSpot Salesforce 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1