Real ChatGPT answer · index seedT8crDkzQXsgcompleteTravel and hospitality · business travelcomparison

Compare the Uber Business profile perks versus Lyft Business when I need to keep exact digital receipts for my university fellowship travel reimbursement

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the Uber Business profile perks versus Lyft Business when I need to keep exact digital receipts for my university fellowship travel reimbursement
3 real searches · 1 real-search pass
Uber for Business receipts itemized digital receipts expense management ride receipt officialGoogle ↗
OBSERVEDConsequence
Lyft Business receipts ride receipts expense management official Lyft BusinessGoogle ↗
OBSERVEDConsequence
Uber for Business profile perks ride receipts VAT receipt email officialGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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
Uber for Business receipts itemized digital receipts expense management ride receipt official Google ↗
Lyft Business receipts ride receipts expense management official Lyft Business Google ↗
Uber for Business profile perks ride receipts VAT receipt email official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Uber for Business receipts itemized digital receipts expense management ride receipt official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Lyft Business receipts ride receipts expense management official Lyft Business
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Uber for Business profile perks ride receipts VAT receipt email official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1