API

FairWhere Developer

FairWhere's journey-fairness engine, available to build into your own product.

Early access — request to join

The FairWhere API would let your product send a group of people's start (and optional end) locations along with a set of candidate places, and get back those venues ranked by journey fairness — the same FairWhere Score, journey burden per person and fair-shortlist logic that powers the app today. Live, transit-aware in London to begin with, expanding from there.

For AI assistants and agent runtimes, the FairWhere MCP connector is already live: discover Placelists, rank with citations, and hand users back into FairWhere. End users can also chat to plan in-product via Lovable AI. The REST API below is the partner embed path.

The API is in active development and will be offered to a small group of early partners first. This page is here to register your interest and help shape the roadmap — what data you'd want back, which cities matter most, and what "fair" means for your users.

There are no live endpoints, keys, SDKs or public docs yet. When we open early access we'll be in touch directly.

Ten things partners could build

Every use case is the same shape: send everyone's locations, get back a fairness-ranked shortlist.

01
HR & people platforms
Pick fair locations for team offsites and return-to-office days across everyone's commutes.
02
Event & community tools
Choose the fairest central venue for an attendee list — no more centre-of-town-by-default.
03
Corporate travel / EA tools
Fair client-meeting locations between multiple parties travelling from different origins.
04
Dating apps
Suggest a fair first-date spot midway between two people's real journeys, not just geography.
05
Property & relocation
Score homes or areas by fairness to two partners' commutes before they move.
06
Sports & clubs
Set fair fixture, practice or social locations for a squad spread across a city.
07
Scheduling assistants & calendar apps
Add "fairest place to meet" to any group invite, alongside the time picker.
08
Hospitality & venue platforms
A "fairest for your group" filter on venue search, ranked by real journey burden.
09
Universities & societies
Fair meetup spots for members spread across halls, campuses and neighbourhoods.
10
Membership & networking communities
Fair recurring-meetup locations for chapters, so the same people aren't always travelling furthest.

Request early access

Tell us a bit about what you'd build. We'll be in touch as we open up early access.