Real ChatGPT answer · index seed9BaxrKMStPwcompleteTravel and hospitality · budget travelinformational
What free budget travel apps can I download right now to help me navigate public transportation in major US cities during our business trips?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What free budget travel apps can I download right now to help me navigate public transportation in major US cities during our business trips?
4 real searches · 1 real-search pass
best free public transportation navigation apps United States Transit Citymapper Moovit Google Maps official features 2026Google ↗
OBSERVEDComparison
Transit app official free features real-time transit directions supported citiesGoogle ↗
OBSERVEDOther / navigational
Citymapper official app free features cities US transitGoogle ↗
OBSERVEDOther / navigational
Moovit official app free features public transit navigationGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
best free public transportation navigation apps United States Transit Citymapper Moovit Google Maps official features 2026 Google ↗
Transit app official free features real-time transit directions supported cities Google ↗
Citymapper official app free features cities US transit Google ↗
Moovit official app free features public transit navigation Google ↗
- Download / learn more · google.com
- Download Transit · transitapp.com
- Download Transit · help.transitapp.com
- Royale FAQ · help.transitapp.com
- Transit • Subway & Bus Times App · apps.apple.com
- Download Citymapper · citymapper.com
- Citymapper: All Live Transit App · apps.apple.com
- Mobile Apps · 511.org
- BART Apps · bart.gov
- Download Moovit · moovit.com
- Moovit App Features: One App, All Your Urban Mobility Options · moovit.com
- Moovit: Bus & Transit Tracker App · apps.apple.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best free public transportation navigation apps United States Transit Citymapper Moovit Google Maps official features 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Transit app official free features real-time transit directions supported cities OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Citymapper official app free features cities US transit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Moovit official app free features public transit navigation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |