# Outfit Labs

**Canonical:** https://apis.io/providers/outfit-labs/  
**Website:** https://outfitlabs.com  
**APIs profiled:** 0

Outfit Labs provides a platform for personalized product recommendations, leveraging data-driven algorithms to tailor suggestions to individual users. Their services aim to enhance e-commerce experiences by delivering the world’s most personal recommendations, as highlighted on their homepage. Outfit Labs is based in Chicago, Illinois, and focuses on integrating recommendation technology into various retail solutions.

## Kin Score — 3.1 / 100 (minimal)

Scored 2026-11-06 under rubric 0.27.0. Trend: flat (+0.0 from 3.1).

| Facet | Score |
|---|---|
| Discoverability | 44.6 |
| Contract Quality | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 0.0 |
| Developer Ergonomics | 0.0 |
| Access Clarity | 0.0 |

Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 5.9 (matched via fallback).

## Agent readiness — 0.0 (human-only)

| Dimension | Value |
|---|---|
| Spec Presence | no |
| Agentic Access | no |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | no |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | no |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |
| Delegated Identity | no |
| Protected Resource Metadata | no |
| Dynamic Client Registration | no |
| Agentic Commerce | no |
| Pagination Ratio | na |
| Operation Distinctiveness | na |
| MCP Tool Quality | na |

## Access

Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low).

## Security (1)

- **Outfit Labs Domain Security** — TLSv1.3 · HSTS · DMARC

## Tags

Company, Recommendations, E-Commerce, Personalization, Chicago

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