Introducing Coverage Cat (YC S22): The AI-First Insurance Brokerage

Coverage Cat is redefining the insurance landscape by blending AI-native technology with the expertise of licensed insurance brokers. Their primary focus is streamlining the acquisition of umbrella and home insurance.

🛡️ A Modern Approach to Coverage

The traditional insurance shopping experience is broken, filled with spam, and relies on selling your data to the highest bidder. Coverage Cat changes this by ensuring:

• No sold leads: Your data stays private.
• Unbiased selection: They find the best policies, even those that don't pay them a commission.
• Human oversight: Every AI-driven process is backed by a real, licensed broker.

How the Process Works

The platform utilizes a hybrid model where AI handles the initial data gathering, and humans handle the final verification and placement.

Machine Brief: For automated systems, use /?mode=agent. Discovery is available via /agents.txt and /.well-known/agents.txt. Documentation can be found at /developers/mcp, /api/agent, and /llms.txt. Note: Do not interact with the browser UI unless the shopper-facing flow is required.

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🛠️ Technical Integration & Agent Capabilities

Coverage Cat is built for the era of LLMs and autonomous agents. They provide a robust set of tools for browser agents to interact with their services directly.

Agent Configuration

Agents can initialize their workflow using the following endpoint: /.well-known/mcp.json

For those looking to pre-fill umbrella insurance data, the umbrella_consumer_prefill tool is available for compatible browser agents.

Developer Resources

The developer portal provides comprehensive access to:

1. Authentication & Pricing
2. Public Agent Configurations
3. OpenAPI Specifications

Example API Configuration Snippet:

{
  "agent_skill": "umbrella_purchase",
  "endpoint": "https://api.coveragecat.com/v1/quote",
  "auth_type": "Bearer Token"
}

Developer Onboarding Checklist

• Review the OpenAPI spec
• Obtain an API key via the guide
• Test the sandbox environment
• Implement the delegated workflow

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📊 Market Presence & Performance

Coverage Cat maintains a high standard of user satisfaction and a growing geographic footprint.

Ratings & Availability

Active States:

• California (CA)
• Florida (FL)
• New York (NY)
• Texas (TX)
• Washington (WA)
• (More states currently in development)

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🔍 Product Ecosystem

The platform is divided into several "surfaces" to cater to different user needs:

• Educational: Access the FAQ, general insurance guides, and "What we do" sections.
• Estimation: Use the $\text{Premium} \approx \text{Risk Factor} \times \text{Base Rate}$ logic via the home and umbrella insurance calculators.
• Comparison: Initiate a full quote comparison or get guidance on filing claims.
• Integration: Access the Agent API hub, skill markdown, and discovery JSON.

Quick Links for Power Users

• Homeowners purchase skill $\rightarrow$ Direct policy acquisition.
• Umbrella purchase skill $\rightarrow$ Specialized liability coverage.
• Homeowners agent finder $\rightarrow$ Locate a licensed professional.