Answers
AI focus group software
AI focus group software is a conversational interview tool: a small set of simulated participants talks, and you read themes and quotes. A synthetic panel returns option shares you can tabulate. Lewsearch is panel-shaped. The calibrated 50-state benchmark is a 7.07-point average miss on the best 80% of 1,521 scored questions (1,216 retained). 10.02 points across every scored question. Every study is calibrated against published survey data before it reaches you. Lewsearch can seat a tracked room on top of that panel. Buy the artifact you need: themes from a room, or option shares from a panel.
Two product shapes, one search query
Buyers type “AI focus group software” for two jobs. One is a moderated conversation with a handful of simulated respondents. The other is a tabulated panel that highlights a few of those respondents. Lewsearch is the second. The product page is explicit: the panel supplies percentages; the 5–30 highlighted participants carry memory across up to 10 questions. Quotes are illustrative. The calibrated 50-state benchmark: 7.07-point average miss on the best 80% of 1,521 scored questions (1,216 retained). 10.02 points across every scored question. Coverage: coverage (650,000 census-grounded respondents · all 50 states and D.C. · 16 occupation panels.). Method: methodology. Product: /focus-groups.
Worked example: one landing page, two buys
You have a new pricing page. A conversational tool returns 12 interviews about why the offer feels expensive. A Lewsearch study returns option shares for awareness, trust, and intent from a 500-respondent panel, plus a room you can reread. The first buy is a theme report. The second buy is a distribution with a published panel miss underneath (the calibrated 50-state benchmark: 7.07-point average miss on the best 80% of 1,521 scored questions (1,216 retained). 10.02 points across every scored question). If you needed only interviews, Synthetic Users publishes that artifact on its own site. Re-read that page before quoting a figure.
| Dimension | Conversational interview tool | Lewsearch |
|---|---|---|
| Primary artifact | Interviews, themes, quotes | Option shares, crosstabs, optional room |
| Typical n you follow | A small room | Full panel, plus 5–30 tracked participants |
| Published accuracy unit | Often thematic parity, in the vendor's own unit | Calibrated 50-state benchmark: 7.07-point average miss on the best 80% of 1,521 scored questions (1,216 retained). 10.02 points across every scored question |
| Human room, as a later step | Weeks to recruit a facility group | A first-pass screen before that recruit |
FAQ
- What is AI focus group software?
- Software that runs a small synthetic conversation: 5 to 30 simulated participants, follow-ups, quotes, and themes. It is not eight humans in a facility, and it is not a 500-respondent tabulated poll unless the vendor also ships a panel underneath.
- Is Lewsearch AI focus group software?
- Lewsearch is a census-grounded survey panel that can seat a room of 5–30 tracked simulated respondents on top of the full panel. The 500-respondent panel is the statistic. The room is the reread. That split is stated on /focus-groups.
- When should I use conversational software instead?
- When the deliverable is interviews and themes, a conversational tool is the fit. For interview transcripts, see the Synthetic Users comparison after its sources are re-read.
- What does a human group cost?
- A human group typically takes two to three weeks to recruit, and the facility cost sits well above a first-pass synthetic room. The synthetic room is the screen. A legal sample is a separate design.
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