# Viewpoints AI

**Canonical:** https://apis.io/providers/viewpoints-ai/  
**Website:** https://viewpoints.ai  
**APIs profiled:** 3

Viewpoints AI (viewpoints.ai) is a Stanford-founded research platform that runs AI jury simulations for litigation teams and AI audience panels for market researchers. Companies upload case materials or creative/marketing stimuli and a representative panel of simulated personas reads them, deliberates, and returns verdict or response distributions, the themes driving them, and per-participant reasoning — same-day, with a claimed 88% match to real studies (Stanford-validated). The Viewpoints Study API lets developers programmatically create studies, upload stimuli, poll asynchronous creation jobs, retrieve full participant results, and schedule recurring runs. SOC 2 Type II. Backed by Forerunner Ventures.

## Kin Score — 39.8 / 100 (developing)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 39.8).

| Facet | Score |
|---|---|
| Discoverability | 81.5 |
| Contract Quality | 51.7 |
| Governance | 30.3 |
| Contract Governance | 30.3 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 39.9 |
| Commercial Clarity | 35.5 |
| Access Clarity | 35.5 |

## Agent readiness — 34.0 (agent-ready)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | verified |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | derived |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Self-serve signup — onboarding: self-serve, pricing: unknown, trial: no (confidence: medium).

## APIs (3)

- **Viewpoints AI Studies API** — Create studies and retrieve results
- **Viewpoints AI Study File Uploads API** — Upload stimuli files for use in studies
- **Viewpoints AI Study Schedules API** — Manage recurring study schedules

## MCP servers (1)

- **Viewpoints AI MCP Server**

## Agentic access (1)

- **Viewpoints Ai Agentic Access** — 7 operations · 4 acting

## Security (2)

- **Viewpoints Ai Authentication** — apiKey/http · 2 schemes
- **Viewpoints Ai Domain Security** — TLSv1.3 · HSTS · DNSSEC · DMARC

## Tags

Company, Artificial Intelligence, Market Research, Synthetic Personas, Consumer Insights, Litigation, Jury Simulation, Research

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/viewpoints-ai/). Scores are computed from the provider's own public artifacts under a published rubric.