Real ChatGPT answer · index seedeGm16hWoCuQcompleteB2B software · customer support softwarecomparison

Userlike WhatsApp integration cost versus Intercom features for a small team trying to scale customer success affordably.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Userlike WhatsApp integration cost versus Intercom features for a small team trying to scale customer success affordably.
3 real searches · 1 real-search pass
Userlike pricing WhatsApp integration pricing official 2026Google ↗
OBSERVEDOther / navigational
Intercom pricing plans Fin AI agent customer service official 2026Google ↗
OBSERVEDOther / navigational
Userlike vs Intercom features WhatsApp customer support small team comparisonGoogle ↗
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 / navigational67%Comparison33%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
Userlike pricing WhatsApp integration pricing official 2026 Google ↗
Intercom pricing plans Fin AI agent customer service official 2026 Google ↗
Userlike vs Intercom features WhatsApp customer support small team comparison Google ↗
  1. Lime Connect pricing · connect.lime-technologies.com
  2. Intercom pricing · intercom.com
  3. Fin and Intercom plans explained · intercom.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Userlike pricing WhatsApp integration pricing official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Intercom pricing plans Fin AI agent customer service official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Userlike vs Intercom features WhatsApp customer support small team comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1