Which planning assistance is worth paying for?

A clear verified outcome, such as an agreed itinerary, may support willingness to pay better than the general promise of an AI assistant.

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The catalogue presents potential research directions. A published hypothesis does not imply open recruitment, an approved budget or data access. We agree on each task’s terms before work begins.

Context

Test the value of one bounded service before extending the product.

What we test

A clear verified outcome, such as an agreed itinerary, may support willingness to pay better than the general promise of an AI assistant.

Why it matters

Separate interest in an idea from willingness to use and pay.

What is known

Potential monetisation models need testing. This experiment has no confirmed revenue.

Data and resources

An offer prototype, voluntary interviews and an agreed demand test. Take real payments only when the promised service can be delivered.

Test plan

Define the outcome, boundaries and test price; measure actions, then interview acceptors and decliners.

Primary metric

Confirmed order rate for an agreed outcome.

Success and stop criteria

Agree economics and thresholds before testing. Count interest, intent and payment separately; stop if the promise cannot be fulfilled.

Skills and contribution

Growth specialist, product researcher and economics analyst. Contribution: an offer, demand test and full-cost model.

Timing

Agree after defining data, scope and comparison.

Participation terms

Propose a research contribution, project work or partnership. Agree on payment, rights, access and publication separately before starting.

Ownership

Assign hypothesis and business owners, delivery and measurement responsibilities before starting.

Evidence pack

A hypothesis brief, baseline, comparison protocol, observations, errors and a scale, iterate or stop decision. Public evidence excludes confidential data.

Have an approach to this question?

Share one relevant example and the contribution you propose. This hypothesis will already be selected in the form.

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