Ask your audience

in seconds

Accelerate your market understanding with an AI model of your audience.
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Population
Question

Explore the market at the speed of your curiosity

Semilattice predicts how specific target populations answer questions, generating insight and reducing uncertainty orders of magnitude more quickly than traditional primary research methods.
Population
Front-End Developers
Est. Acc. 84%
Back-End Developers
Est. Acc. 89%
CTOs / CIOs
Est. Acc. 90%
Product Managers
Est. Acc. 85%
Data Scientists
Est. Acc. 85%
Marketing Managers
Est. Acc. 93%

Target any population

Research any target population you can define, from the whole market to your most loyal customers and every micro population in between.

Question everything

Mine new knowledge for every decision, from strategy-shaping macro trends to design-critical customer preferences and the long tail of unknowns at the frontier.

Know in seconds

Get results in less than 90 seconds, letting you rapidly and iteratively explore the market as fast as you can identify new unknowns.
Population
Front-End Developers
Est. Acc. 84%
Back-End Developers
Est. Acc. 89%
CTOs / CIOs
Est. Acc. 90%
Product Managers
Est. Acc. 85%
Data Scientists
Est. Acc. 85%
Marketing Managers
Est. Acc. 93%

Quantify your trust with transparent accuracy estimates

Semilattice automatically evaluates your models by testing them against true data, giving you accuracy estimates which you can use to inform your confidence levels when making decisions based off your findings.

Developers

A model of professional software developers based on the 2023 Stack Overflow Developer Survey. Respondents who weren’t professionally writing or managing code full-time, part-time, or freelance were filtered out, some questions were formatted for compatibility, and a subset of general questions were prioritised.
Testing
Benchmarking Results

87% accurate vs. surveys and polls

To date, Semilattice has been benchmarked against 348 ground truth questions from a diverse range of surveys and polls. Predictions were 87% accurate on average, with 7/10 predictions >85% accurate and 4/10 predictions >90% accurate.
Test Datasets
BITS PilaniTested
Effectiveness of Part-Time Degree Survey
Test Accuracy85.99%
Pew Research CenterTested
American Trends Panel Wave 91
Test Accuracy84.51%
Bath Spa UniversityTested
Co-Creating a Healthier NHS Survey
Test Accuracy89.16%
Nottingham Trent UniversityTested
Well-Being and Mental Health Survey Of Individuals Who Play Fantasy Football
Test Accuracy86.76%
Bank of EnglandTested
Bank of England / Kantar Inflation Attitudes Survey
Test Accuracy92.01%
City of SomervilleTested
Somerville, Massachusetts Happiness Survey
Test Accuracy90.52%
St Mary's University TwickenhamTested
Consensually Non-Monogamous People's Experience Of Sexual Health Care Survey
Test Accuracy86.30%
AfrobarometerTested
Nigeria Round 8 Public Attitude Survey
Test Accuracy87.19%
British Elecetion StudyTested
2019 Post-Election Random Probability Survey
Test Accuracy83.86%
Pew Research CenterTested
American Trends Panel Wave 90
Test Accuracy88.34%
Developers

Add population intelligence to your application, model, or data pipeline

Semilattice returns categorical probability distributions with a high degree of determinism. Extend your application with population insights, generate new information for your model, or inject additional data into your pipeline.
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Mine new knowledge for any people-focused research application

Semilattice augments existing primary research methods such a surveys, polls, and questionnaires—supporting any research application which aims to understand populations of people.
Market Research
Market Research
Example Target Populations
  • US Consumers 18-34
  • UK Adults
  • Parents
Example Questions
  • How likely are you to try new products?
  • What factors contribute most to your brand loyalty?
  • How often do you research products before purchasing?
  • How important is sustainability to you when choosing a product?
  • Do you value convenience over price when shopping?
  • What motivates you to participate in loyalty programs?
  • Where do you do most of your shopping?
Market Research