Real ChatGPT answer · index seedFeS9QAkKZEMcompleteB2B software · marketing automationinformational

Why is our enterprise marketing automation ROI so low and how can I fix the underlying attribution issues today

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why is our enterprise marketing automation ROI so low and how can I fix the underlying attribution issues today
2 real searches · 1 real-search pass
enterprise B2B marketing attribution measurement CRM campaign influence buying groups identity resolution best practices 2025 2026Google ↗
OBSERVED
Google Analytics attribution limitations B2B long sales cycles CRM revenue attribution documentationGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
enterprise B2B marketing attribution measurement CRM campaign influence buying groups identity resolution best practices 2025 2026 Google ↗
Google Analytics attribution limitations B2B long sales cycles CRM revenue attribution documentation Google ↗
  1. B2B Analytics · experienceleague.adobe.com
  2. Identity Resolution: · cdpinstitute.org
  3. B2B Analytics · experienceleague.adobe.com
  4. What's (Currently) Measured Isn't What Matters: The State of B2B Marketing Metrics in 2025 · 6sense.com
  5. Stop looking for the perfect attribution model · martech.org
  6. Attribution · services.google.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
enterprise B2B marketing attribution measurement CRM campaign influence buying groups identity resolution best practices 2025 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Google Analytics attribution limitations B2B long sales cycles CRM revenue attribution documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1