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What is the best way to estimate toll road and gas expenses for a cross country road trip on a tight college budget?

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What is the best way to estimate toll road and gas expenses for a cross country road trip on a tight college budget?
1 real search · 1 real-search pass
official U.S. Department of Energy fueleconomy.gov trip calculator fuel cost and toll road trip cost estimator TollGuruGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
official U.S. Department of Energy fueleconomy.gov trip calculator fuel cost and toll road trip cost estimator TollGuru Google ↗
  1. TollGuru · tollguru.com
  2. Google Maps · google.com
  3. E-ZPass · e-zpassiag.com
  4. TollGuru · tollguru.com
  5. Google Maps · maps.google.com
  6. GasBuddy · gasbuddy.com
  7. FuelEconomy.gov Trip Calculator · fueleconomy.gov
  8. TollGuru · tollguru.com
  9. CHARGING FORWARD · transportation.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official U.S. Department of Energy fueleconomy.gov trip calculator fuel cost and toll road trip cost estimator TollGuru
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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