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Helm Express, next to the alternatives.
Different tools answer different questions well. Some simulate people, some interview real people, and some field a questionnaire to a panel. Each page sets Helm Express beside one alternative on the same six rows, taken from that company's own public site, and says plainly when to choose the other one.
As of September 2026, from each company’s public site and documentation.
Synthetic simulation
Other ways of asking simulated people.
Helm Express vs Artificial Societies
Networks of AI personas for an audience you define, next to simulated twins of a US place.
Helm Express vs Aaru
Population simulation for business decisions, starting with a scoped pilot, next to simulated twins of a US place.
Helm Express vs Simile
Agents modelled on consented data from real people, next to twins of a place.
AI-moderated interviews
Real people, interviewed or convened by an AI moderator.
Helm Express vs Listen Labs
AI-moderated interviews with real people, next to a fast simulated direction for a place.
Helm Express vs Outset
AI-moderated interviews and person-based digital twins, next to simulated twins of a place.
Helm Express vs Remesh
Live group conversations where real people vote on each other's answers, next to simulated twins of a place.
Survey platforms and panels
Real respondents answering a questionnaire.
Helm Express vs Qualtrics
An enterprise research platform with human and US-wide synthetic panels, next to twins of one place.
Helm Express vs SurveyMonkey
Survey software with a paid panel of real people, next to simulated twins of a place.
Helm Express vs Pollfish
Self-serve surveys answered by real people, paid per response, next to simulated twins of a place.
Helm Express vs Prolific
A pool of real, ID-checked participants for studies and AI data, next to simulated twins of a place.
Helm Express vs Suzy
An enterprise consumer-research platform with real panels, next to simulated twins of a place.
Helm Express vs Attest
Consumer surveys and interviews with real panels in many markets, next to simulated twins of a place.
Helm Express vs Zappi
Benchmarked concept and ad research with real consumers, next to simulated twins of a place.
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