Real ChatGPT answer · index seedIrrmXan9UQEcompleteB2B software · marketing automationinformational

We are a lean marketing team looking at the true cost of enterprise automation tools like HubSpot or Marketo versus cobbling together cheaper alternatives

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are a lean marketing team looking at the true cost of enterprise automation tools like HubSpot or Marketo versus cobbling together cheaper alternatives
3 real searches · 1 real-search pass
HubSpot Marketing Hub pricing 2026 official pricing tiers contacts onboarding seatsGoogle ↗
OBSERVEDOther / navigational
Adobe Marketo Engage pricing licensing implementation costs comparison alternatives marketing automation 2026Google ↗
OBSERVEDComparison
lean marketing stack alternatives HubSpot Marketo Customer.io ActiveCampaign Brevo pricing 2026Google ↗
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 / navigational33%Comparison67%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 Marketing Hub pricing 2026 official pricing tiers contacts onboarding seats Google ↗
Adobe Marketo Engage pricing licensing implementation costs comparison alternatives marketing automation 2026 Google ↗
lean marketing stack alternatives HubSpot Marketo Customer.io ActiveCampaign Brevo pricing 2026 Google ↗
  1. Marketing Software Pricing · hubspot.com
  2. HubSpot Product & Services Catalog · legal.hubspot.com
  3. HubSpot Product & Services Catalog · legal.hubspot.com
  4. Pricing · activecampaign.com
  5. Pricing · brevo.com
  6. Pricing · pipedrive.com
  7. Pricing · zapier.com
  8. Website · lookerstudio.google.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HubSpot Marketing Hub pricing 2026 official pricing tiers contacts onboarding seats
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Adobe Marketo Engage pricing licensing implementation costs comparison alternatives marketing automation 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
lean marketing stack alternatives HubSpot Marketo Customer.io ActiveCampaign Brevo pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1