Real ChatGPT answer · index seed168JwrmXRH4completeB2B software · marketing automationcommercial

How do mid-market companies handle multi-touch marketing ROI attribution without breaking their budget on expensive enterprise analytics software?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do mid-market companies handle multi-touch marketing ROI attribution without breaking their budget on expensive enterprise analytics software?
3 real searches · 1 real-search pass
mid-market B2B marketing multi-touch attribution affordable CRM GA4 UTM attribution best practices 2025 2026Google ↗
OBSERVED
Google Analytics 4 attribution models data-driven attribution documentation campaign URL builder UTM parametersGoogle ↗
OBSERVED
HubSpot marketing attribution reporting documentation multi-touch attribution CRMGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
mid-market B2B marketing multi-touch attribution affordable CRM GA4 UTM attribution best practices 2025 2026 Google ↗
Google Analytics 4 attribution models data-driven attribution documentation campaign URL builder UTM parameters Google ↗
HubSpot marketing attribution reporting documentation multi-touch attribution CRM Google ↗
  1. UTM campaign tracking conventions · support.google.com
  2. URL builders: Collect campaign data with custom URLs · support.google.com
  3. Create attribution reports · knowledge.hubspot.com
  4. Understand attribution reporting · knowledge.hubspot.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
mid-market B2B marketing multi-touch attribution affordable CRM GA4 UTM attribution best practices 2025 2026
OBSERVED
Google ↗
AI Mode ↗
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of 1
Google Analytics 4 attribution models data-driven attribution documentation campaign URL builder UTM parameters
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
HubSpot marketing attribution reporting documentation multi-touch attribution CRM
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1