Real ChatGPT answer · index seed9h5ioSPcx7wcompleteTravel and hospitality · budget travelinformational

What are the best cheap public transit apps or card options to get around Boston on a strict student budget?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best cheap public transit apps or card options to get around Boston on a strict student budget?
2 real searches · 1 real-search pass
MBTA Boston fares 2026 CharlieCard student pass reduced fare currentGoogle ↗
OBSERVED
Boston MBTA 2026 fares CharlieCard bus subway student semester pass officialGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
MBTA Boston fares 2026 CharlieCard student pass reduced fare current Google ↗
Boston MBTA 2026 fares CharlieCard bus subway student semester pass official Google ↗
  1. Download Transit · transitapp.com
  2. MBTA website · mbta.com
  3. Open Google Maps · maps.google.com
  4. CharlieCard information · mbta.com
  5. Commuter Rail fares · mbta.com
  6. Fares Overview · fd.xuwubk.eu.org
  7. Fares Overview · dejavu.org
  8. Bus Fares | Fares Overview · dejavu.org
  9. College and University Student Guide to the T | MBTA User Guides · gire.mashreqdevelopments.com
  10. CharlieCard | Fares Overview · dejavu.org
  11. College Student Semester Passes | Fares Overview · mbta.getanchor.io

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
MBTA Boston fares 2026 CharlieCard student pass reduced fare current
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Boston MBTA 2026 fares CharlieCard bus subway student semester pass official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1