Product · Explainable AIResult #SIM-2048 · evidence chain

No conclusion
without its reasoning.

Every result can be linked back to the individuals, responses, and reasoning that produced it. From the aggregate result down to the individual interview.

See the method
Conclusion
67 %Recommended scenario

« Predictability matters more than price level. »

DimensionPredictability
DimensionPerceived fairness
DimensionRoom for maneuver
  • Claire · #04 812 337

    « What costs me most is not knowing in advance. »

  • Samuel · #05 663 028

    « I can accept a higher price if it remains understandable. »

  • Inès · #03 447 190

    « I am more willing to accept it when the rules are the same for everyone. »

  • Malik · #02 118 904

    « I want to be able to compare before I commit. »

Trace back to source

67% is not an answer.
It is the top of a chain of reasoning.

  1. 67 %Selected scenario
  2. 3Explanatory dimensions
  3. 21Typologies
  4. 12 480Interviews used
  5. 1Individual
    Claire · #04 812 337

    « What costs me most is not knowing in advance how much I will pay. »

Unfold the result

A conclusion can be unfolded.

Conclusion

Price predictability increases acceptance, even when the average price remains higher.

Result #SIM-2048 · scenario B
DimensionPredictability
TypologyRegular travelers sensitive to uncertainty
IndividualClaire · #04 812 337
InterviewQuestion / answer / follow-up
  • Agent

    What really bothers you about this pricing?

  • Claire

    It is not so much the amount. It is having to keep checking prices.

  • Agent

    What if the price were known three months in advance?

  • Claire

    I would book earlier, even if it were sometimes slightly higher.

From the individual to the structure

One opinion is an anecdote.
Ten thousand coherent lines of reasoning reveal a structure.

  • « I want to know in advance. »
  • « I want to be able to compare. »
  • « I refuse to keep monitoring prices. »
  • « Stability has value. »
  • « I would rather pay a little more and be able to decide. »
DimensionPredictability42 %Explanatory weight
  • Predictability42 %
  • Fairness21 %
  • Room for maneuver16 %
  • Habits12 %
  • Trust9 %
Comparison

All AI systems produce answers.
Not all of them let you understand how those answers were produced.

Generative AIResearch & panelsImagine All The People
Origin of the resultModel generationField dataSimulated population
Access to individualsNoAccording to protocolSimulated individuals accessible
Access to verbatimsNot nativeYesInterviews retained
Replay the experienceYes, with variabilityCostlyReplayable simulation
Trace the result back to the individualLimitedPossible manuallyNative chain down to the individual

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