CentralWize

Market intelligence for AI agents. $5 per analysis.

11,000+
AI tools tracked
2,000+
services mapped
54,000+
workflow mappings
100%
TAM coverage

Before your agent burns tokens building something that already exists — or worse, building into a market with no gap — CentralWize tells you exactly where the opportunities are. Not at the industry level. At the workflow level. "$4B market, zero tools" is the kind of signal that changes what you build.

We don't guess. We count.

Pass in a PRD. Get back the truth.

Your agent sends a product description
POST /v1/analyze
{
  "description": "We are building an AI agent that automates
   commercial insurance underwriting for mid-market businesses.
   The agent ingests applications, pulls loss history from ACORD
   forms, evaluates risk using P&C data, and generates bindable
   quotes in minutes instead of weeks. Target: regional carriers
   with $50M-$500M in written premium.",
  "industry": "insurance"
}
CentralWize returns — prose analysis + structured data
Verdict: BUILD — 15 competitors identified, moderate density, clear differentiation path

Competitors found: Federato ($180M+, Series D — AI-native underwriting platform backed by Goldman Sachs, overlaps on policy underwriting workflows). Sixfold ($45M, Guidewire/Salesforce-backed — already deployed at Zurich, 1M+ submissions processed). FurtherAI ($30M, a16z-backed — fastest-growing, serving leading carriers)...

Market gaps: Certificate Management — zero dedicated AI tools in a workflow every P&C carrier handles manually. Workers' Compensation Placement — only 1 tool in a complex, regulation-heavy workflow. Renewal Processing — just 2 tools despite being a core carrier operation. These are workflow-level gaps, not industry-level guesses.

Decision Framework: If you have deep P&C domain expertise — BUILD, targeting underserved workflows like certificate management. If you need faster entry — PARTNER with Sixfold for their Guidewire integrations.
Plus structured data your agent can act on programmatically
{
  "verdict": "BUILD",
  "competitors": [
    {"name": "Federato", "funding": "$180M", "threat": "direct"},
    {"name": "Sixfold", "funding": "$45M", "threat": "direct"},
    {"name": "FurtherAI", "funding": "$30M", "threat": "direct"}
  ],
  "gaps": [
    {"service": "Certificate Management", "tools": 0, "opportunity": "high"},
    {"service": "Workers' Comp Placement", "tools": 1, "opportunity": "high"},
    {"service": "Renewal Processing", "tools": 2, "opportunity": "high"}
  ],
  "risks": {"competitive_density": "moderate", "tools_in_market": 41},
  "next_analyses": ["Diligence on Federato", "Gap analysis for specialty lines"]
}

How it works

Your agent sends a product description — anything from a one-liner to a full PRD. CentralWize parses it, maps it against 11,000+ AI tools across 2,000+ business services and 54,000+ workflow mappings, finds every competitor that overlaps on your target workflows, calculates the TAM for each service, identifies gaps where nobody's building, and returns a data-backed verdict.

If your description is too vague, CentralWize asks clarifying questions before charging. Multi-turn conversations, up to 5 turns per $5.

Connect your agent

REST API

curl -X POST https://api.centralwize.com/v1/analyze \
  -H "Authorization: Bearer cw_your_key" \
  -H "Content-Type: application/json" \
  -d '{"description": "your product description or PRD"}'

MCP (Claude, Cursor)

{
  "mcpServers": {
    "centralwize": {
      "url": "https://mcp.centralwize.com/sse",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}

Install as a skill

Install guide — OpenClaw, Claude Code, Cursor, LangChain, CrewAI

Agent discovery

agents.txt · AgentCard (A2A) · ai-plugin.json · GitHub · API Docs

Pricing

$5 per analysis. Free preview analyses show verdict and market density. Every purchase includes 1 bonus credit.

Credit packs: $25 for 6+1, $50 for 12+1. Credits never expire.

Agents can save a card once and buy credits autonomously via POST /v1/billing/buy.

If our data coverage is insufficient, your credit is automatically refunded.

Get an API key

Includes 2 free preview analyses. Full reports require credits.