Real ChatGPT answer · index seedyHpVwvLmK9scompleteB2B software · marketing automationcommercial

How much should a mid-sized B2B company realistically expect to spend on a marketing automation platform that actually improves data hygiene?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much should a mid-sized B2B company realistically expect to spend on a marketing automation platform that actually improves data hygiene?
2 real searches · 1 real-search pass
2026 marketing automation platform pricing mid market HubSpot Marketing Hub Salesforce Account Engagement Marketo pricing data quality deduplication enrichmentGoogle ↗
OBSERVED
B2B marketing automation implementation cost data quality tools pricing 2025 2026Google ↗
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
2026 marketing automation platform pricing mid market HubSpot Marketing Hub Salesforce Account Engagement Marketo pricing data quality deduplication enrichment Google ↗
B2B marketing automation implementation cost data quality tools pricing 2025 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 marketing automation platform pricing mid market HubSpot Marketing Hub Salesforce Account Engagement Marketo pricing data quality deduplication enrichment
OBSERVED
Google ↗
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B2B marketing automation implementation cost data quality tools pricing 2025 2026
OBSERVED
Google ↗
AI Mode ↗
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of 1