Prompt

Can you recommend a journey planning API for building map-based trip flows with transfer timing and walking options?

Travel / Travel Planning1 observationLast seen Aug 6, 2026

Latest observation

Aug 6, 2026OpenAI APIWeb search: off

Yes — if you’re building map-based trip flows with transfer timing, walking options, and ideally transit + multimodal routing, these are the best API categories to look at:

Top recommendation: Google Maps Routes API + Directions API

Good if you want:

  • Walking, driving, cycling, and transit routing
  • ETA / duration estimates
  • Transfer-aware public transit directions
  • Easy map integration and broad global coverage

Why it’s strong:

  • Very reliable
  • Good for consumer trip-planning UX
  • Easy to add walking legs and station transfers
  • Strong geocoding/place data ecosystem

Tradeoffs:

  • Can get expensive at scale
  • Transit detail varies by region
  • Less customizable than specialist routing engines

Best for public transit planning: Transitland API

Good if you want:

  • Open transit data access
  • GTFS-based transit routing support
  • Multi-agency coverage

Why it’s useful:

  • Strong if your app needs transit network data rather than just turn-by-turn directions
  • Works well when you want to build custom trip-planning logic

Tradeoffs:

  • Usually requires more engineering than plug-and-play mapping APIs
  • Coverage and depth depend on local feed availability

Best for customizable multimodal routing: OpenTripPlanner (OTP)

Good if you want:

  • Transit + walking + biking + transfers
  • Fine control over transfer timing and routing rules
  • Your own trip-planning engine

Why it’s strong:

  • Designed specifically for journey planning
  • Handles walking access/egress, transfer windows, and multimodal trips well
  • Great for map-based trip flows where you want to control the experience

Tradeoffs:

  • You typically host it yourself or use a hosted provider
  • More setup and ops than commercial APIs

Best for enterprise / polished routing: HERE Routing API

Good if you want:

  • Multimodal routing
  • Transit and walking legs
  • Good global mapping and traffic support

Why it’s strong:

  • Strong commercial API
  • Good documentation and routing quality
  • Often used in production logistics and mobility apps

Tradeoffs:

  • Pricing and feature set may require more evaluation
  • Transit capabilities can depend on geography

If you want open-source + self-hosted

Consider:

  • OpenTripPlanner for transit journey planning
  • Valhalla for multimodal routing
  • OSRM for fast road routing
  • GTFS feeds for transit schedules

This route is best if you need:

  • Full control over transfer timing
  • Custom walking thresholds
  • No vendor lock-in

Quick recommendation by use case

  • Fastest to launch: Google Maps Routes API
  • Best for custom transit trip planning: OpenTripPlanner
  • Best for open transit data integration: Transitland
  • Best enterprise alternative: HERE Routing API

If you want, I can also give you:

  1. a comparison table, or
  2. a recommended stack based on whether you need real-time transit, GTFS, or self-hosting.

Observation history

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