Real ChatGPT answer · index seedcGZvF6dsRg4completeTravel and hospitality · business travelcomparison

Compare the expense reconciliation automation in Ramp versus Expensify for accounting teams auditing international per diems and client dinners.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the expense reconciliation automation in Ramp versus Expensify for accounting teams auditing international per diems and client dinners.
2 real searches · 1 real-search pass
Ramp expense management international per diem policy accounting reconciliation client meals audit features officialGoogle ↗
OBSERVEDReason
Expensify expense management per diem international currency client meals SmartScan audit rules accounting integrations 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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Ramp expense management international per diem policy accounting reconciliation client meals audit features official Google ↗
Expensify expense management per diem international currency client meals SmartScan audit rules accounting integrations official Google ↗
  1. Per Diem Policy on Ramp · support.ramp.com
  2. Reimbursements set up · support.ramp.com
  3. Ramp Products and Platform Features · ramp.com
  4. Expense Management for Accounting · use.expensify.com
  5. ExpensifyHelp · help.expensify.com
  6. ExpensifyHelp · help.expensify.com
  7. Spend Management Software for Receipts & Expenses · support.expensify.com
  8. Form 10-K for Expensify INC filed 02/26/2026 · ir.expensify.com
  9. Per Diem Policy on Ramp · support.ramp.com
  10. ExpensifyHelp · help.expensify.com
  11. ExpensifyHelp · help.expensify.com
  12. Ramp Help Center · support.ramp.com
  13. Expense Management Software & Reporting Solution · ramp.com
  14. Expense Management Software for Teams of All Sizes · use.expensify.com
  15. Ramp Pricing and Plans · ramp.com
  16. Enterprise Spend & Expense Management Software · ramp.com
  17. Expensify vs Ramp: Keep Your Corporate Card Program · use.expensify.com
  18. ExpensifyHelp · help.expensify.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ramp expense management international per diem policy accounting reconciliation client meals audit features official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Expensify expense management per diem international currency client meals SmartScan audit rules accounting integrations official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1