Skip to content
Subconscious

We simulate your markets.

Every place you sell, with the people, prices and conditions in it.

Which price × message increases choice?

Price by message experiment conditions
PriceValueProofSpeed
$29$2M$8M$14M
$49$11M$56M$24M
$69$5M$31M$18M

Teams using Subconscious work at category leaders.

  • Google
  • Microsoft
  • LinkedIn
  • Pfizer
  • Deloitte
  • Boston Consulting Group
  • Databricks
  • Figma
  • Priceline
  • ASICS
  • Leica Biosystems
  • BetterUp
  • Guild
  • Asurion
  • frog
  • Google
  • Microsoft
  • LinkedIn
  • Pfizer
  • Deloitte
  • Boston Consulting Group
  • Databricks
  • Figma
  • Priceline
  • ASICS
  • Leica Biosystems
  • BetterUp
  • Guild
  • Asurion
  • frog

Start with the decision.
The method follows.

What should we charge? Can we take an increase?Discrete choice with priceStated willingness-to-pay, modeled demand, pricing scenarios
Which features and claims actually earn their keep?MaxDiff / best–worstRanked stated preferences, and differences by defined segment
What should the product or pack be?Build-your-own + adaptive choiceModeled configurations and preferences, with cost assumptions
Why should a retailer give us the shelf?Category shelf simulationModeled preference shifts, with volume assumptions stated
How many will they buy, and how often?Volumetric choiceModeled quantities and repeat choices, with calibration limits
Which message or concept wins, and why?Concept test + complete rankingRanked stated preferences under the defined comparison
Who do we go after first?Preference-based segmentationPreference groups; size and value require population evidence
What if a competitor cuts price next quarter?Market simulator on the fitted modelScenario estimates with price, cost and substitution assumptions

These are study designs and modeled outputs. Define the population and endpoint; agree the external evidence needed before committing resources.

Test a price,
product, or message.

Compare actions. Review evidence.

Read the modeled choice differences and uncertainty for the options you tested.

  1. Randomize

    The action.

  2. Estimate

    Effect and interval.

  3. Validate

    Match the human comparison.

  4. Update

    Revise the study design when evidence changes.

Randomize an action, estimate its effect, check it against the relevant human evidence, and revise the study design before the next decision.

What decision are you
about to make?

Bring your options, target buyers, and decision deadline. We’ll help define the comparison and evidence you need.

Why Subconscious.

Published replication research. Named customer decisions. Scientists and practitioners you can meet.

  1. 2023

    Program

    UChicago Transform Cohort 2.

    Subconscious joined UChicago's Transform Cohort 2 program, listed in the Polsky Center cohort profile.

    UChicago · Transform Cohort 2

  2. 2024

    Replication

    A discrete-choice replication pipeline.

    Our 2024 discrete-choice replication pipeline compared simulated choices with published human studies.

    Read the working paper

  3. 2026

    Published research

    Tested against human studies.

    The July 2026 working paper reports Spearman rank correlation of estimated choice parameters. Results: 0.55 across roughly 300 replications and 0.73 across 43 design-filtered studies. Working paper; not peer reviewed.

    Inspect the research evidence

  4. Today

    Customer work

    Decisions tested with customers.

    For Mintel, modeled preferences were compared with human conjoint results. Finta used modeled pricing work to change its offer.

    Read the customer decisions

  5. Today

    People

    Scientists and practitioners.

    PhD scientists on staff do the research. Scientific advisors, including an NYU clinical professor, advise separately. The team includes practitioners with about twenty years of experience.

    Meet the team and advisors

  6. Today

    Company backing

    Patent claims and investor backing.

    Customers pay for this work. Patent claims allowed. Subconscious is backed by U.S. investors.

    Company statement