Real ChatGPT answer · index seed9R3dmbrQrpYcompleteB2B software · customer support softwarecommercial

Compare HubSpot Service Hub and cheaper alternatives regarding total monthly costs for a team of ten agents handling multi channel queries

ChatGPTgpt-66 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare HubSpot Service Hub and cheaper alternatives regarding total monthly costs for a team of ten agents handling multi channel queries
6 real searches · 1 real-search pass
HubSpot Service Hub pricing 2026 Professional Enterprise per seat monthly officialGoogle ↗
OBSERVEDOther / navigational
Zendesk Suite pricing 2026 per agent monthly officialGoogle ↗
OBSERVEDOther / navigational
Freshdesk Omni pricing 2026 per agent monthly officialGoogle ↗
OBSERVEDOther / navigational
Zoho Desk pricing 2026 per agent monthly officialGoogle ↗
OBSERVEDOther / navigational
Intercom pricing 2026 per seat monthly officialGoogle ↗
OBSERVEDOther / navigational
Help Scout pricing 2026 per user monthly officialGoogle ↗
OBSERVEDOther / navigational

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 (6)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 6 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT6 real searches · gpt-6
HubSpot Service Hub pricing 2026 Professional Enterprise per seat monthly official Google ↗
Zendesk Suite pricing 2026 per agent monthly official Google ↗
Freshdesk Omni pricing 2026 per agent monthly official Google ↗
Zoho Desk pricing 2026 per agent monthly official Google ↗
Intercom pricing 2026 per seat monthly official Google ↗
Help Scout pricing 2026 per user monthly official Google ↗

Semantic map

Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.

Colour
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +

Queries

6 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
HubSpot Service Hub pricing 2026 Professional Enterprise per seat monthly official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Zendesk Suite pricing 2026 per agent monthly official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Freshdesk Omni pricing 2026 per agent monthly official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Zoho Desk pricing 2026 per agent monthly official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Intercom pricing 2026 per seat monthly official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Help Scout pricing 2026 per user monthly official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1