Real ChatGPT answer · index seedSaFXxpwAaAAcompleteB2B software · customer support softwarecomparison

If we scale our support volume by 300 percent next year, how will Intercom chat widget pricing scale relative to seat-based competitors?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
If we scale our support volume by 300 percent next year, how will Intercom chat widget pricing scale relative to seat-based competitors?
3 real searches · 1 real-search pass
Intercom pricing 2026 seat pricing Fin AI agent per resolution official pricingGoogle ↗
OBSERVEDComparison
Zendesk pricing 2026 per agent seat official pricing support plansGoogle ↗
OBSERVEDOther / navigational
Freshdesk pricing 2026 per agent pricing officialGoogle ↗
OBSERVEDShort fact

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 fact33%Other / navigational33%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
Intercom pricing 2026 seat pricing Fin AI agent per resolution official pricing Google ↗
Zendesk pricing 2026 per agent seat official pricing support plans Google ↗
Freshdesk pricing 2026 per agent pricing official Google ↗
  1. Intercom Pricing · intercom.com
  2. Pricing FAQs · intercom.com
  3. Freshdesk Customer Support Software Pricing & Plans · freshworks.com
  4. How much does Zendesk cost? · support.zendesk.com
  5. About the Zendesk Suite plan types · support.zendesk.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Intercom pricing 2026 seat pricing Fin AI agent per resolution official pricing
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Zendesk pricing 2026 per agent seat official pricing support plans
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Freshdesk pricing 2026 per agent pricing official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1