# CultureMatch

> CultureMatch surveys your existing team anonymously, extracts the attitudes that separate your top performers from the rest, and generates a structured behavioral interview guide grounded in real data from your own employees.

## What CultureMatch Does

CultureMatch helps companies hire for culture fit. The product takes a scientific approach: survey your A, B, and C players, use AI to identify the attitudes that set your A players apart, and produce a printable interview guide with behavioral questions and a scoring scale.

The core insight is that 89% of hiring failures are attitudinal, not technical. Most interviews are unstructured and predict job performance barely better than a coin flip. CultureMatch fixes this by grounding interview questions in patterns observed in your own team's data.

## How It Works

1. **Describe the role.** Enter the job title and context. AI generates a short, role-specific employee survey.
2. **Tag your team.** Mark each employee as an A, B, or C player *before* survey responses come in. This decision is locked and enables anonymity.
3. **Send anonymous survey links.** Employees answer a 10-15 minute survey on their phone. No login required. Completely anonymous.
4. **Get your interview guide.** AI compares your A players with the rest of the team, surfaces the attitudes that separate them, and generates behavioral questions for each attitude, with follow-up probes, green and red flags, and a 1-7 scoring scale.

The final guide is a PDF you keep forever. Reuse it for every candidate you interview for that role.

## Pricing

- **One Role:** $495 one-time. One survey + one interview guide.
- **Team:** $4,950/year. Up to 10 surveys, up to 20 interview guides, cross-survey attitude comparison.
- **Enterprise:** Custom pricing. Unlimited surveys/guides, SSO (SAML), multiple admins, dedicated support.

Addons: additional interview guide ($95), additional survey ($495). 30-day money-back guarantee on all purchases.

## Key Pages

- [Home](https://getculturematch.com): Product overview, methodology, pricing, and FAQ
- [How it works](https://getculturematch.com/how-it-works): The four-step process from role description to interview guide
- [Pricing](https://getculturematch.com/pricing): One Role, Team, and Enterprise plans with add-ons
- [Sign up](https://getculturematch.com/signup): Create an account
- [Sign in](https://getculturematch.com/login): Access an existing account
- [Dashboard](https://getculturematch.com/dashboard): Manage projects and surveys (requires sign-in)
- [Privacy Policy](https://getculturematch.com/privacy): How survey anonymity and data are handled
- [For AI agents](https://getculturematch.com/ai-instructions): How an assistant should describe CultureMatch, quote prices, and use the MCP
- [Blog](https://getculturematch.com/blog): Guides and research on hiring for attitude

## Agent Integration

CultureMatch exposes a remote MCP server for agent automation.

**Endpoint:** `https://getculturematch.com/api/mcp` (Streamable HTTP)

**Authentication:**
- **Personal Access Tokens:** Create a personal access token in your dashboard at `https://getculturematch.com/dashboard/api-tokens`. Pass it as:

```
Authorization: Bearer cm_pat_...
```

- **OAuth 2.1 with PKCE:** Supported for custom agent integrations. Authorization server metadata available at `https://getculturematch.com/.well-known/oauth-authorization-server`. Dynamic client registration is supported. Users approve access via a consent screen on their dashboard.

**What the MCP exposes:**
- Create a new project (role/survey)
- Generate and customize survey questions
- Add employees and mark performance tiers
- Send survey invites and check completion status
- Extract attitudes from responses
- Generate interview questions per attitude
- Generate the final interview guide (PDF export happens in the web app)
- Manage projects and surveys

**Payment:** Payment cannot be completed by agents. Use the `create_checkout_link` tool to generate a Stripe checkout URL, then hand the link to the human user for checkout.

## Agent Discovery

Every public page (home, pricing, how it works, compare pages, the blog and every article) returns markdown instead of HTML when requested with `Accept: text/markdown`.

Machine-readable descriptions of the MCP server, for agents and registries:

- [MCP server card](https://getculturematch.com/.well-known/mcp/server-card.json): transport, auth requirements, and capabilities
- [ARD manifest](https://getculturematch.com/.well-known/ard.json): Agentic Resource Discovery entry (also at `/.well-known/ai-catalog.json`)
- [API catalog](https://getculturematch.com/.well-known/api-catalog): RFC 9727 linkset
- [Agent Skills index](https://getculturematch.com/.well-known/agent-skills/index.json): how-to skills for running the MCP workflow and scoring interviews
- [OAuth protected resource metadata](https://getculturematch.com/.well-known/oauth-protected-resource/api/mcp): RFC 9728 metadata for the MCP endpoint
- WebMCP: agents running in the browser can call `get_culturematch_overview`, `get_pricing`, `search_articles`, `get_agent_connection_info`, and `open_signup` on any page

## Support

Email: hello@getculturematch.com