Answers
Enterprise AI market research pricing
Enterprise pricing at Lewsearch is scoped to your audiences, your study volume, and the deployment. Every study is calibrated against published survey data before it reaches you. We calibrate your panel to your own past studies, so the numbers line up with the tracker you already trust. Custom audiences are built from your customer data. A dedicated deployment makes no external model API calls, and MCP access is configured for the workspace. Pricing is scoped on a short call. Book a demo. Your first qualified U.S. consumer Blind Challenge is free. Pilots run 8 weeks and roll into an annual Enterprise engagement.
What the engagement includes
Enterprise is a custom build per client. Every study is calibrated against published survey data before it reaches you. We calibrate your panel to your own past studies, so the numbers line up with the tracker you already trust. Custom audiences are built from your customer files and matched to census microdata. Workloads make no external model API calls. A dedicated, physically separate deployment is part of the engagement. MCP access for your assistants and internal agents is configured per workspace. White-label delivery is included for research firms. Accounts are set up by the Lewsearch team. Book a demo. This page is the scoping conversation, and the number is set on the call.
Worked example: a tracker and a first screen
An insights team already runs a human tracker and needs a read before the next wave. The Enterprise panel is calibrated to that tracker. A dedicated deployment keeps the workload off external model APIs. A first qualified U.S. consumer Blind Challenge is free: bring a finished study, Lewsearch predicts it blind, and you grade the result. Pilots run 8 weeks and roll into an annual Enterprise engagement. 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. A narrower April test on 5 places with 10,000 respondents scored 7.47 points on 404 non-electoral questions. Methodology.
| Engagement | What you get | How it is scoped |
|---|---|---|
| Blind Challenge | First qualified U.S. consumer study, predicted blind, then graded by you | Free for a qualified U.S. consumer study. Book a demo. |
| Team workspace | A workspace for the client team: audiences, question library, brand, calibrated studies, REST API | Scoped to audiences and study volume on a call |
| Concierge | The team designs the instrument and writes the report, on a calibrated panel | Scoped to the audience and the instrument on a call |
| Pilot | A fixed-scope engagement that rolls into an annual Enterprise engagement | 8 weeks |
| Enterprise | Calibration to your past studies, custom audiences, dedicated deployment, no external model API calls, MCP configured per workspace, white label | Annual engagement, scoped on a call |
FAQ
- What does enterprise AI market research cost at Lewsearch?
- Pricing is scoped to your audiences and study volume on a short call. Book a demo. Enterprise is a custom build per client: calibration to your past studies, a custom audience from your customers, studies under the annual engagement, managed study design, and white-label delivery. There are no external model API calls on Enterprise workloads. A dedicated, physically separate deployment is part of the engagement. MCP access is configured for the workspace. Pilots run 8 weeks and roll into an annual Enterprise engagement.
- What other engagements are there?
- A team workspace is built for your people: their audiences, their question library, and their brand, with calibrated panel studies and REST API access. Concierge is the team designing the study and writing the report. Pricing for each is scoped on a short call. Your first qualified U.S. consumer Blind Challenge is free. Pilots run 8 weeks and roll into an annual Enterprise engagement.
- What can a research firm do with the output?
- White-label delivery for research firms and agencies is offered. Client teams put reports in front of their own clients. Full white label, with Lewsearch removed from client-facing output, is part of Enterprise engagements. Your first qualified U.S. consumer Blind Challenge is free.
- How do other enterprise vendors scope this work?
- Simile and Aaru describe enterprise simulation on their own sites (simile.com and aaru.com, checked October 2, 2026). Lewsearch scopes Enterprise on a call: calibration to your history, a custom audience, and a dedicated deployment.
- Is enterprise a replacement for a human tracker?
- A human tracker remains the design when the sample itself must be filed. Lewsearch calibrates the Enterprise panel to your past studies so the numbers line up with the tracker you already trust. Every study is also calibrated against published survey data before it reaches you. 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. A narrower April test on 5 places with 10,000 respondents scored 7.47 points on 404 non-electoral questions. Use the panel before you spend on the next wave of fieldwork.
Check the work
Related answers
Canonical: https://lewsearch.com/answers/enterprise-ai-market-research-pricing