Real ChatGPT answer · index seed8V5ISc4cxdscompleteTravel and hospitality · business travelcomparison

Evaluate Concur Expense versus Ramp for real-time tracking of international employee travel spending and automated per diem compliance.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate Concur Expense versus Ramp for real-time tracking of international employee travel spending and automated per diem compliance.
3 real searches · 1 real-search pass
SAP Concur Expense international per diem rates compliance localization travel expense features officialGoogle ↗
OBSERVEDReason
Ramp international travel expense management real-time card transactions per diem officialGoogle ↗
OBSERVEDOther / navigational
SAP Concur vs Ramp expense management international per diem comparison 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%Comparison33%ConsequenceReason33%DefinitionInstructionYes / 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
SAP Concur Expense international per diem rates compliance localization travel expense features official Google ↗
Ramp international travel expense management real-time card transactions per diem official Google ↗
SAP Concur vs Ramp expense management international per diem comparison 2026 Google ↗
  1. Travel Allowance · help.sap.com
  2. Meals and Incidentals Allowance · help.sap.com
  3. Allowance Location · help.sap.com
  4. Reimbursements set up · support.ramp.com
  5. Per Diem Policy on Ramp · support.ramp.com
  6. Per Diem Policy on Ramp · support.ramp.com
  7. Introducing Travel Allowance Service · learning.sap.com
  8. Allowance Location · help.sap.com
  9. All SAP Concur Expense, Invoice, and Travel Products · concur.com
  10. Corporate and Business Travel Expense Management Solutions · concur.com
  11. Per Diem Policy on Ramp · support.ramp.com
  12. Daily Allowances · help.sap.com
  13. Travel Allowance Documentation · help.sap.com
  14. Exchange Rates · help.sap.com
  15. Ramp Help Center · support.ramp.com
  16. International overview · support.ramp.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SAP Concur Expense international per diem rates compliance localization travel expense features official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Ramp international travel expense management real-time card transactions per diem official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
SAP Concur vs Ramp expense management international per diem comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1