Real ChatGPT answer · index seedBSTSgyO5bukcompleteFinance and banking · small business bankingcomparison

Compare the business credit card integration and expense management tools of Ramp versus Brex for a bootstrapped software startup with five employees.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the business credit card integration and expense management tools of Ramp versus Brex for a bootstrapped software startup with five employees.
3 real searches · 1 real-search pass
Ramp pricing eligibility integrations expense management corporate cards 2026 officialGoogle ↗
OBSERVEDOther / navigational
Brex pricing eligibility integrations expense management corporate cards 2026 officialGoogle ↗
OBSERVEDOther / navigational
Ramp vs Brex business credit cards expense management integrations pricing accounting software 2026 small startup five employeesGoogle ↗
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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Ramp pricing eligibility integrations expense management corporate cards 2026 official Google ↗
Brex pricing eligibility integrations expense management corporate cards 2026 official Google ↗
Ramp vs Brex business credit cards expense management integrations pricing accounting software 2026 small startup five employees Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ramp pricing eligibility integrations expense management corporate cards 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Brex pricing eligibility integrations expense management corporate cards 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Ramp vs Brex business credit cards expense management integrations pricing accounting software 2026 small startup five employees
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1