Survey code generation
Upload questionnaires in any format and generate production-ready survey code that follows client specifications and your internal standards, while keeping programmers in control.
Metaforms
RivendicaMetaforms is an AI platform for market research agencies to automate survey programming, data processing, bidding, sample management, and voice research.
Overview
Metaforms is an AI platform for market research operations. It is designed to help agencies work through common production bottlenecks such as survey programming, data validation, bidding, sample management, and voice research.
The product is positioned as an assistant to existing research teams rather than a replacement for them. The site emphasizes that it embeds into current workflows, supports multiple programming and data tools, and lets teams keep their own standards while automating repetitive operational work.
Features
Complex logic handling
Support complex survey logic, including piping, loops, MaxDiff, segmentation, and custom JavaScript, with AI-assisted error detection and next-step suggestions.
Change management
Track questionnaire changes between versions and update code automatically when the brief changes mid-project.
Data processing workflows
Create validation scripts in SPSS, Dimensions, or Python, and use AI to flag discrepancies and review variables against data specifications.
Bidding management
Turn incoming RFPs and client emails into structured project specifications, clarification questions, and quotes based on your pricing logic.
Sample management
Route sample requests across suppliers, track quotas in real time, and compare cost and feasibility across vendors.
Use Cases
Survey programming support
Programmers can upload questionnaires, apply existing standards, and generate production-ready survey code for projects that involve complex routing or custom logic.
RFP intake and bidding
Research operations teams can turn emails and RFPs into structured specifications, clarification questions, and quotes without building each response manually from scratch.
Sample coordination
Teams managing multi-vendor fieldwork can route sample requests, watch quota fills in real time, and compare supplier responses across cost and feasibility.
Data validation and review
Analysts can create SPSS, Dimensions, or Python validation scripts and use AI to flag variable issues before they affect the dataset.
Voice research operations
Researchers can run AI-moderated voice interviews at scale and collect structured outputs that are ready for review and analysis.
Pros and Cons
Pros
- Covers multiple research workflows in one platform, including programming, data processing, bidding, sample management, and voice research.
- Supports complex survey work such as MaxDiff, segmentation, JavaScript, and questionnaire change tracking.
- Works with established research tools and formats already used by agencies, including survey platforms and data-processing languages.
- Lets teams upload templates and style guides so output can follow client-specific standards.
- Provides support information and an implementation timeline directly on the site, which reduces uncertainty for new customers.
Cons
- The public site does not provide pricing details on the pricing URL, which returns a not-found page.
- Integrations are described at a high level, but the source does not list a full implementation matrix for every supported system.
FAQ
What does Metaforms do?
Metaforms helps market research agencies automate survey programming, data processing, bidding, sample management, and voice research workflows within their existing processes.
Which tools does Metaforms support?
The source shows support for Decipher, Confirmit, Dimensions, IntelliSurvey, and Qualtrics for programming, and SPSS, Python, Dimensions, and Quantum for data processing.
Can teams keep their own coding standards?
Yes. The demo form says teams can upload their style guide and templates so the AI can learn and apply their coding standards consistently.
How long does implementation take?
Metaforms says most agencies are up and running within a week, with dedicated support during implementation.
How is customer data handled?
The site states that Metaforms is SOC 2 Type II certified, GDPR compliant, and does not train on customer data.
Quick Facts
- Category
- AI platform for market research operations
- Primary users
- Market research agencies and research teams
- Source domain
- metaforms.ai
- Core workflows
- Survey programming, data processing, bidding, sample management, and voice research
- Implementation
- Most agencies are up and running within a week
- Compliance
- SOC 2 Type II certified and GDPR compliant