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Surbee
What it is
Surbee is an AI-powered research platform for drafting surveys, screening responses, and asking questions about survey data in natural language. A brief can be turned into a branched survey for review and distribution, with support for piloting, editing, validation, and accessibility. Its Cipher feature checks responses for bots, VPNs, AI-written text, and rushed or copied answers. Integrated panels are intended to help reach harder-to-find groups, with quotas and screeners enforced by Surbee. The platform lists native integrations with Slack, Notion, and Google Sheets, and offers a Cipher SDK for validating responses in a customer’s data pipeline. It is available on the web and through an API, with hosted, private-cloud, and on-prem deployment options. Surbee’s privacy policy says survey content may be processed by AI providers including Anthropic and OpenAI, but is not used to train third-party foundation models; it also says personal information is not sold. The free plan lists 100 monthly credits, while Pro is $16.67 a month billed annually. Credits reset monthly and do not roll over.
For and against
For
- Drafts branched surveys from a brief
- Cipher screens responses for several listed signals
- Offers Slack, Notion, and Google Sheets integrations
- Supports hosted, private-cloud, or on-prem deployment
- Cipher SDK can validate responses in a data pipeline
Against
- Monthly credits reset and do not roll over
- Pro is $16.67 a month billed annually
- Survey content may be processed by AI providers
The verdict
Surbee combines survey drafting, response screening, and natural-language data questions with several deployment choices. Readers should consider the monthly credit reset and the stated use of AI providers for survey content.
Who it suits
Surbee suits research teams, companies, universities, students, developers, and market research firms working with surveys. Its SDK and deployment choices may also suit teams integrating response checks into a data pipeline.
Plans and prices
Students
School email verification · Everything in Pro · 2,000 credits / month
Read 7 Oct 2026 · surbee.dev
Pro
2,000 credits / month · Upgraded models · Cipher Basic — up to tier 3 · Cipher SDK access
Read 7 Oct 2026 · surbee.dev
Max
6,000 credits / month · All models · Full Cipher — all 5 tiers · Cipher SDK access
Read 7 Oct 2026 · surbee.dev
Free
100 credits / month · Unlimited responses · Cipher fraud checks (2/mo) · Real-time monitoring
Read 7 Oct 2026 · surbee.dev
Enterprise
Unlimited credits · SAML SSO + audit logs · Private deployment · Dedicated success engineer
Read 7 Oct 2026 · surbee.dev
On the record
- AI providers
- Surbee's privacy policy says survey content may be processed by AI providers including Anthropic and OpenAI to deliver AI features.surbee.dev · read 7 Oct 2026
- Credits
- Surbee's terms state that credits reset monthly and do not roll over to the next billing period.surbee.dev · read 7 Oct 2026
- Data protection
- Surbee's privacy policy says it uses encryption in transit, secure authentication, access controls, and ongoing monitoring.surbee.dev · read 7 Oct 2026
- Integrations
- The site lists native integrations with Slack, Notion, and Google Sheets, plus preferred AI providers.surbee.dev · read 7 Oct 2026
- Panel reach
- Surbee says integrated panels support reaching harder-to-find segments, with quotas and screeners enforced on its side.surbee.dev · read 7 Oct 2026
- Privacy
- Surbee's privacy policy says survey and response content is not used to train third-party foundation models and personal information is not sold.surbee.dev · read 7 Oct 2026
- Product
- Surbee is an AI-powered research platform that drafts surveys, screens responses with Cipher, and lets users ask questions about survey data in natural language.surbee.dev · read 7 Oct 2026
- Response screening
- Cipher checks responses for bots, VPNs, AI-written text, and rushed or copy-pasted answers.surbee.dev · read 7 Oct 2026
- SDK
- Surbee offers a Cipher SDK that can validate survey responses in a customer's data pipeline.surbee.dev · read 7 Oct 2026
- Security
- The site says Surbee supports hosted, private-cloud, or on-prem deployment and describes fine-grained access controls and a model-agnostic architecture.surbee.dev · read 7 Oct 2026
- Survey drafting
- Surbee reads a brief and drafts a complete, branched survey for review and distribution.surbee.dev · read 7 Oct 2026
- Survey workflow
- Surbee supports drafting, piloting, editing, and launching surveys, with branching, validation, and accessibility features.surbee.dev · read 7 Oct 2026
- Target users
- The site identifies companies, universities, students, developers, research teams, and market research firms among its intended users.surbee.dev · read 7 Oct 2026
