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Helm Express vs Outset
Outset runs AI-moderated interviews with real participants by video, voice or text, and now offers digital twins, each built from one real person's interview. Helm Express asks simulated twins of a US place. One goes deep with people; the other gives a quick read on a place.
As of September 2026, from each company’s public site and documentation.
| Outset | Helm Express | |
|---|---|---|
| Who answers | Real participants in AI-moderated interviews. Outset also offers digital twins, each built from one real person's interview. The person grades their twin's answers. | In a reading, simulated twins of a place’s residents or businesses; no real person is contacted for a reading. Interviews and short studies with the public and credential-checked experts are run by arrangement, labelled as real people and kept separate. |
| Where | Participants from 25+ integrated panels (over 85 countries, B2C and B2B) or your own list, interviewed in over 40 languages. | Any of 12,759 US places — cities, counties, metros and states — with a neighbourhood map for most of them. US only. |
| Questions you can ask | Open interviews with follow-up probing, plus Likert scales, matrix and ranking questions. Also concept and creative tests with several stimuli, and screen-shared usability tests on prototypes or live apps. | Yes/no, a pick among up to 12 options, or a belief question; an A/B of two messages or two pieces of news; an interview with up to five twins from a reading. |
| What comes back | Transcripts and full playback, auto-tagged themes, quotes and highlight reels, AI-generated reports and decks. Exports to CSV, PPT, PDF or video. Twin answers carry a high, medium or low confidence score, with the human quotes behind them. | Which way the place leans, breakdowns by group and neighbourhood, and an interval and a read-quality grade on every poll result. |
| How you start | Book a demo; existing customers log in. Subscription plans are custom-priced to the team's research and support needs, and no prices are published. An MCP connection lets you launch studies and pull findings from AI tools. | Book a call, or sign in. Planning a question and previewing its cost come before anything runs. |
| Best when | You need to understand why: real people's own words and reactions, at more interviews than a team could moderate by hand. | You need a fast, low-cost direction on a local question, with its cost shown before it runs — which way the simulated place leans, and among whom — before spending on real fieldwork. |
Choose Outset when
You need real people's own words, followed up and probed, not a simulated read.
You are testing a prototype, app or creative and want to see reactions, click paths and screen shares.
You are interviewing customers you already have, or a B2B or B2C audience in many countries and languages.
You want twins of specific people you have interviewed, and you can go back to those people again.
Choose Helm Express when
Your question is about a specific US city, county, metro or state, down to the neighbourhood.
You want to see which way the place leans and among which groups, with an interval, before recruiting anyone.
You want to preview a question's plan and cost yourself before anything runs.
What we say about Outset is taken from its own public site and documentation. Check the current version at outset.ai, and tell us if anything here is out of date.
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