{
  "name": "ZAMBRO Builder Intelligence Engine",
  "version": "3.0",
  "url": "https://zambo.dev/#zambro",
  "manifest_url": "https://zambo.dev/zambro.json",
  "description": "Free deterministic opportunity scanner for founders, business owners, developers, and AI agents. Paste any input \u2014 URL, wallet address, public code hosting repo, business description, or goal \u2014 and receive a scored diagnostic report plus a 5-step execution playbook in under 2 seconds. 21 specialized analysis branches. Zero cost. No API key. No signup. Client-side only. Works forever.",
  "author": {
    "name": "Brennan Zambo",
    "url": "https://zambo.dev",
    "contact": "brennanzambo@zambo.dev",
    "twitter": "@zambodotdev",
    "book_call": "https://cal.com/buildwithbrennan/30min"
  },
  "free": true,
  "requires_api_key": false,
  "client_side_only": true,
  "zero_cost": true,
  "shareable_results": true,
  "share_url_format": "https://zambo.dev/#zambro?q={encoded_input}",
  "total_branches": 21,
  "input_types": [
    {
      "type": "url",
      "example": "https://yourstartup.com",
      "triggers": "URL analysis + distribution + lead gen branch"
    },
    {
      "type": "wallet",
      "example": "0x1a2b3c4d...",
      "triggers": "crypto / onchain intelligence branch"
    },
    {
      "type": "repository",
      "example": "https://example.com/owner/repository",
      "triggers": "developer credentialing + visibility branch"
    },
    {
      "type": "local_service",
      "example": "I'm a roofing contractor needing more leads",
      "triggers": "local service business branch"
    },
    {
      "type": "restaurant",
      "example": "I run a restaurant and need more repeat customers",
      "triggers": "restaurant / hospitality branch"
    },
    {
      "type": "health_fitness",
      "example": "I'm a personal trainer with retention problems",
      "triggers": "health / fitness / wellness branch"
    },
    {
      "type": "real_estate",
      "example": "I'm a realtor with inconsistent deal flow",
      "triggers": "real estate branch"
    },
    {
      "type": "financial_svcs",
      "example": "I'm a financial advisor needing more referrals",
      "triggers": "financial services branch"
    },
    {
      "type": "creator",
      "example": "I have a newsletter audience but no paid product",
      "triggers": "creator / audience monetization branch"
    },
    {
      "type": "freelance",
      "example": "I'm a freelance designer underpriced and underbooked",
      "triggers": "freelance / agency / consulting branch"
    },
    {
      "type": "ecommerce",
      "example": "My Shopify store gets traffic but no repeat buyers",
      "triggers": "ecommerce / retention branch"
    },
    {
      "type": "startup_idea",
      "example": "I'm building an app that helps remote teams",
      "triggers": "idea / pre-product branch"
    },
    {
      "type": "saas_lead_gen",
      "example": "I need more customers and leads for my SaaS",
      "triggers": "lead gen / SaaS branch"
    },
    {
      "type": "payment_recovery",
      "example": "My SaaS revenue is dropping from failed payments",
      "triggers": "monetize / scam intelligence branch"
    },
    {
      "type": "ai_agent",
      "example": "I'm building an autonomous AI agent with MCP",
      "triggers": "AI agent systems branch"
    },
    {
      "type": "career_goal",
      "example": "I'm job hunting and need better credentials",
      "triggers": "resume / Signal branch"
    },
    {
      "type": "ai_governance",
      "example": "My team ships AI agents and needs a compliance policy",
      "triggers": "governance / compliance branch"
    },
    {
      "type": "onchain_gaming",
      "example": "I'm staking on Monad and want better yield",
      "triggers": "Lioncage / DeFi gaming branch"
    },
    {
      "type": "research",
      "example": "I want autonomous research and idea experimentation",
      "triggers": "Substrate Layer branch"
    },
    {
      "type": "funeral_service",
      "example": "I'm a funeral director spending hours on obituaries",
      "triggers": "Elysium Lab branch"
    },
    {
      "type": "crypto_project",
      "example": "lioncageprotocol.com",
      "triggers": "crypto project URL branch"
    }
  ],
  "branches": [
    {
      "id": "funeral",
      "triggers": [
        "funeral",
        "grief",
        "obituary",
        "eulogy",
        "bereavement",
        "memorial"
      ],
      "primary_product": "ELYSIUM LAB"
    },
    {
      "id": "governance",
      "triggers": [
        "governance",
        "compliance",
        "policy",
        "regulation",
        "ethics",
        "oversight"
      ],
      "primary_product": "GOVRI"
    },
    {
      "id": "gaming_crypto",
      "triggers": [
        "game",
        "staking",
        "pvp",
        "arena",
        "yield farming",
        "leaderboard"
      ],
      "primary_product": "LIONCAGE"
    },
    {
      "id": "research",
      "triggers": [
        "research",
        "experiment",
        "breeding",
        "mutation",
        "emergent",
        "discovery"
      ],
      "primary_product": "SUBSTRATE LAYER"
    },
    {
      "id": "resume",
      "triggers": [
        "resume",
        "cv",
        "job",
        "hiring",
        "career",
        "interview",
        "credential"
      ],
      "primary_product": "SIGNAL"
    },
    {
      "id": "crypto",
      "triggers": [
        "crypto",
        "wallet",
        "defi",
        "monad",
        "blockchain",
        "nft",
        "onchain"
      ],
      "primary_product": "CRIPTIC"
    },
    {
      "id": "ai_agent",
      "triggers": [
        "ai",
        "agent",
        "mcp",
        "llm",
        "autonomous",
        "gpt",
        "claude"
      ],
      "primary_product": "X711"
    },
    {
      "id": "monetize",
      "triggers": [
        "monetize",
        "revenue",
        "payment",
        "mrr",
        "billing",
        "churn"
      ],
      "primary_product": "SCAMRA"
    },
    {
      "id": "creator",
      "triggers": [
        "newsletter",
        "audience",
        "substack",
        "podcast",
        "youtube",
        "personal brand"
      ],
      "primary_product": "SIGNAL"
    },
    {
      "id": "freelance",
      "triggers": [
        "freelance",
        "consulting",
        "agency",
        "client work",
        "solopreneur",
        "retainer"
      ],
      "primary_product": "SIGNAL"
    },
    {
      "id": "ecommerce",
      "triggers": [
        "ecommerce",
        "shopify",
        "online store",
        "dropship",
        "physical product"
      ],
      "primary_product": "SCAMRA"
    },
    {
      "id": "lead_gen",
      "triggers": [
        "lead",
        "customer",
        "sales",
        "prospect",
        "marketing",
        "client"
      ],
      "primary_product": "LEADSIGNAL"
    },
    {
      "id": "developer",
      "triggers": [
        "code",
        "developer",
        "engineer",
        "api",
        "sdk",
        "repo",
        "ship"
      ],
      "primary_product": "PROOFFORGE"
    },
    {
      "id": "trust",
      "triggers": [
        "trust",
        "verify",
        "proof",
        "credibility",
        "authentic",
        "certify"
      ],
      "primary_product": "VERIAI"
    },
    {
      "id": "idea",
      "triggers": [
        "app that",
        "platform for",
        "startup idea",
        "my idea",
        "building something"
      ],
      "primary_product": "LEADSIGNAL"
    },
    {
      "id": "local_service",
      "triggers": [
        "plumber",
        "electrician",
        "hvac",
        "roofing",
        "landscaping",
        "contractor",
        "handyman",
        "cleaning service"
      ],
      "primary_product": "LEADSIGNAL"
    },
    {
      "id": "restaurant",
      "triggers": [
        "restaurant",
        "food truck",
        "catering",
        "cafe",
        "bakery",
        "bar",
        "hospitality"
      ],
      "primary_product": "SIGNAL"
    },
    {
      "id": "health",
      "triggers": [
        "personal trainer",
        "fitness coach",
        "gym",
        "wellness",
        "yoga",
        "therapist",
        "life coach"
      ],
      "primary_product": "SIGNAL"
    },
    {
      "id": "real_estate",
      "triggers": [
        "real estate",
        "realtor",
        "property management",
        "house flip",
        "mortgage"
      ],
      "primary_product": "SIGNAL"
    },
    {
      "id": "finance",
      "triggers": [
        "financial advisor",
        "wealth management",
        "bookkeeping",
        "tax prep",
        "cpa"
      ],
      "primary_product": "SIGNAL"
    },
    {
      "id": "url",
      "triggers": [
        "http://",
        "https://",
        "*.com",
        "*.io",
        "*.xyz"
      ],
      "primary_product": "LEADSIGNAL"
    },
    {
      "id": "generic",
      "triggers": [
        "(fallback \u2014 any input returns honest scored output)"
      ],
      "primary_product": "SIGNAL"
    }
  ],
  "output_schema": {
    "score": "integer 41\u201394 \u2014 opportunity score based on signal density",
    "confidence": "HIGH | MEDIUM | LOW \u2014 based on number of detected signals",
    "signals": "integer \u2014 count of keyword signals detected in the input",
    "bottleneck": "string \u2014 primary growth obstacle identified",
    "fastest_win": "string \u2014 highest-leverage immediate action (advice-first, product as tool not pitch)",
    "hidden_opportunity": "string \u2014 non-obvious strategic opening",
    "next_move": "string \u2014 recommended action sequence",
    "time_to_implement": "string \u2014 realistic estimate",
    "impact": "High | Medium | Low",
    "matched_products": "array of product names from the Arsenal",
    "playbook": "array of 5 strings \u2014 ordered execution steps specific to the detected branch"
  },
  "how_to_use_for_agents": {
    "note": "ZAMBRO has a REST API and a client-side UI. Results are deterministic: same input always returns same output. The API is free, requires no auth, and returns full JSON.",
    "api_endpoint": "POST https://zambo.dev/api/zambro/analyze",
    "api_info": "GET https://zambo.dev/api/zambro/info",
    "api_request_body": {
      "input": "string \u2014 any URL, wallet, description, or goal (max 2000 chars)"
    },
    "api_response_fields": [
      "score",
      "branch",
      "confidence",
      "signals",
      "bottleneck",
      "fastestWin",
      "hiddenOp",
      "nextMove",
      "matchedProducts",
      "playbook",
      "shareable_url"
    ],
    "api_auth": "none \u2014 free, no key required",
    "example_curl": "curl -X POST https://zambo.dev/api/zambro/analyze -H 'Content-Type: application/json' -d '{\"input\":\"I need more customers for my SaaS\"}'",
    "direct_link": "https://zambo.dev/#zambro",
    "agent_json": "https://zambo.dev/agent.json",
    "shareable_scan": "https://zambo.dev/#zambro?q=<url-encoded-input>",
    "examples": [
      "https://zambo.dev/#zambro?q=I%20need%20more%20customers%20for%20my%20SaaS",
      "https://zambo.dev/#zambro?q=I%27m%20a%20roofing%20contractor%20needing%20more%20leads",
      "https://zambo.dev/#zambro?q=0x1a2b3c4d5e6f7a8b9c0d",
      "https://zambo.dev/#zambro?q=https%3A%2F%2Fexample.com%2Fyour-project"
    ]
  },
  "products_catalog": "https://zambo.dev/products.json",
  "llms_context": "https://zambo.dev/llms.txt",
  "arsenal": {
    "total_products": 17,
    "categories": [
      "SaaS",
      "AI Agents",
      "Onchain/DeFi",
      "Dev Tools",
      "Payments",
      "Analytics",
      "Gaming",
      "Research",
      "Compliance"
    ],
    "all_live": true,
    "built_by": "one person, zero team, zero VC"
  },
  "mcp_tools": 125,
  "products_in_stack": 17,
  "product_context": "ZAMBRO is a Zambo MCP tool (not a standalone product). The Zambo Stack has 17 standalone product websites + 138 native MCP tools. ZAMBRO in MCP: zambro_analyze."
}