I need a breakdown of the top three marketing automation tools that excel at calculating first-touch versus last-touch attribution for B2B lead generation.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a breakdown of the top three marketing automation tools that excel at calculating first-touch versus last-touch attribution for B2B lead generation.
4 real searches · 1 real-search pass
best B2B marketing automation platforms first touch last touch attribution HubSpot Marketo Pardot 2026Google ↗
OBSERVED
HubSpot attribution reporting first touch last touch marketing analytics officialGoogle ↗
OBSERVED
Adobe Marketo Measure first touch last touch attribution official documentationGoogle ↗
OBSERVED
Salesforce Marketing Cloud Account Engagement attribution first touch last touch campaign influence officialGoogle ↗
OBSERVED
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.
Classifying 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
best B2B marketing automation platforms first touch last touch attribution HubSpot Marketo Pardot 2026 Google ↗
HubSpot attribution reporting first touch last touch marketing analytics official Google ↗
Adobe Marketo Measure first touch last touch attribution official documentation Google ↗
Salesforce Marketing Cloud Account Engagement attribution first touch last touch campaign influence official Google ↗
- Marketo Measure Attribution Models · experienceleague.adobe.com
- Marketing Attribution · experienceleague.adobe.com
- Marketo Measure: B2B Multi-Touch Marketing Attribution Tool · business.adobe.com
- Create attribution reports · knowledge.hubspot.com
- Create attribution reports · knowledge.hubspot.com
- How Customizable Campaign Influence Works · help.salesforce.com
- Campaign Influence · resources.docs.salesforce.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best B2B marketing automation platforms first touch last touch attribution HubSpot Marketo Pardot 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
HubSpot attribution reporting first touch last touch marketing analytics official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Adobe Marketo Measure first touch last touch attribution official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Salesforce Marketing Cloud Account Engagement attribution first touch last touch campaign influence official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |