AGENTIC experience INDEX, SEPTEMBER 2026

Public transport

People are letting AI agents like ChatGPT, Claude or Gemini plan the journey and buy the ticket.

We’ve tested how 13 public transport providers in the Benelux
deal with agents.

What we TESTED

Steps when planning a journey
done by an agent.

Agent gets stuck
01

Look up the departure

The single simplest thing an agent can be asked to do.

02

Plan door to door

Across operators and modes, live.

03

Buy the ticket

One ticket for the whole journey.

04

Hold it at the gate

Present it without a paper fallback.

05

Claim the delay refund

File compensation automatically when the train is late.

This is how operators
in the Benelux scored.

Key numbers

This is the agentic readiness
of transport operators today

Nearly a quarter can't be read by an agent

23%

3 of 13 companies

Not one company could complete a job

0

of 13 companies

So what does an
agentic experience
in public transport look like?

typically
When it works
vs

Most operators

Public transport isn’t
very public to agents.

An agent is stopped on most of what it tries. It may get in, but it cannot get anywhere.

RET

Lets your agent plan
a journey.

The only operator where all three tasks reached “can advise”. An agent can read the timetable, plan the route and explain the fare.

What about the rest?

3

of 13

Invisibles

An agent cannot reach or read them, they are just not part of the conversation.

10

of 13

Informers

Agents can get in and answer a question, but they cannot complete a job.

Of which
5

Showroom

Everything on display but no till. Usually by accident.

5

Gatekeeper

The task can only be completed behind a login, identity app, or in a dedicated app. Deliberate, every time.

0

of 13

Actors

Agents can complete at least one job end to end.
Always a decision to point outwards.

What answers did our agents get?

7

Blocked on all

An agent is stopped on everything it tries. The agentic experience is a dead end.
2

Blocked most questions

An agent is stopped on most of what it tries.
2

Blocked some

An agent can advise on some tasks but is blocked on others. The agentic experience is very uneven.
2

Advises all

Agents can advise on every task, but complete none of them. The agentic experience is purely informative.
0

Completes most

Agents can finish most tasks people want to get done.

This gets us thinking.

Opportunity

How public transport can become more agentic.

— Open up to agents

This is another avenue for open data.

Public transport can only benefit from more data being accessible. There really isn’t much excuse for so many of these providers simply not being visible or readable. The groundwork has already been done, the hiccups are technical. All solvable.

Find out
how you
are doing

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13 companies

4 in Belgium, 9 in The Netherlands.
Each was asked the same 3 tasks:

plan a journey
look up a departure time
buy a ticket
Belgium
TEC
NMBS SNCB
MIVB STIB
De Lijn
The Netherlands
Transdev Connexxion
RET
Qbuzz
NS (Nederlandse Spoorwegen)
Keolis
HTM
GVB
EBS
Arriva
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