Real ChatGPT answer · index seedRWBH2kit3cYcompleteB2B software · marketing automationcomparison

Can someone break down the true total cost of ownership differences between HubSpot and Marketo for a bootstrap B2B startup

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can someone break down the true total cost of ownership differences between HubSpot and Marketo for a bootstrap B2B startup
3 real searches · 1 real-search pass
HubSpot pricing Marketing Hub Professional Enterprise 2026 official pricing onboarding contacts seatsGoogle ↗
OBSERVEDComparison
Adobe Marketo Engage pricing 2026 subscription implementation costs comparison HubSpotGoogle ↗
OBSERVEDComparison
HubSpot vs Marketo total cost ownership implementation administration B2B startupGoogle ↗
OBSERVEDComparison

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 (3)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
HubSpot pricing Marketing Hub Professional Enterprise 2026 official pricing onboarding contacts seats Google ↗
Adobe Marketo Engage pricing 2026 subscription implementation costs comparison HubSpot Google ↗
HubSpot vs Marketo total cost ownership implementation administration B2B startup Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HubSpot pricing Marketing Hub Professional Enterprise 2026 official pricing onboarding contacts seats
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Adobe Marketo Engage pricing 2026 subscription implementation costs comparison HubSpot
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
HubSpot vs Marketo total cost ownership implementation administration B2B startup
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1