{
  "generated_at": "2026-04-24T15:01:35.625676+00:00",
  "slug": "gg402-vercel-app-predictive-clustering",
  "title": "GG402 \u00b7 Predictive Clustering",
  "url": "https://gg402.vercel.app/predictive_clustering",
  "category": "ai",
  "summary": "Perform unsupervised clustering on datasets and predict cluster assignments for new data points.",
  "seo": {
    "title": "AI Predictive Clustering API | x402 $0.01 USDC",
    "description": "Cluster data and predict memberships via x402. Pay $0.01 USDC per call. Returns clusters, centroids, and predictions. Base network."
  },
  "use_cases": [
    "Segment customer data for marketing automation",
    "Classify new data points into existing clusters",
    "Generate cluster summaries for analytics dashboards",
    "Identify data groupings without labeled training data"
  ],
  "ideal_buyer": "Data science platforms, analytics tools, and automation systems needing serverless clustering without model training overhead.",
  "example_prompt": "Cluster this customer dataset and predict which cluster a new customer belongs to",
  "risk_notes": [],
  "pricing_sanity": {
    "flag": "normal",
    "ratio": 0.333,
    "median_category_atomic": 30000
  },
  "pricing_review_required": false,
  "pricing_decimal_suspect": false,
  "trust_tier": "indexed_external",
  "accepts": [
    {
      "scheme": "exact",
      "network": "base",
      "pay_to": "0x9257cd24721e3c06e9f7655b77c283bcd9652132",
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "max_amount_required_atomic": "10000",
      "max_timeout_seconds": 60,
      "mime_type": "application/json",
      "description": "Cluster data points and predict cluster memberships for new data.",
      "verified": false,
      "hints": {
        "input": {
          "type": "http",
          "method": "POST",
          "bodyType": "json",
          "bodyFields": {
            "new_data": {
              "type": "array",
              "required": false,
              "description": "New data to predict clusters for."
            },
            "num_clusters": {
              "type": "number",
              "required": false,
              "description": "Number of clusters."
            },
            "training_data": {
              "type": "array",
              "required": true,
              "description": "Data to train clustering model."
            }
          }
        },
        "output": {
          "type": "object",
          "required": [
            "clusters",
            "predictions",
            "model_summary"
          ],
          "properties": {
            "clusters": {
              "type": "array",
              "description": "Clusters with members and centroids."
            },
            "predictions": {
              "type": "array",
              "description": "Predicted clusters for new data."
            },
            "model_summary": {
              "type": "string",
              "description": "Summary of the clustering model."
            }
          }
        }
      }
    }
  ],
  "origin": {
    "slug": "gg402-vercel-app",
    "host": "gg402.vercel.app",
    "title": "x402 API Marketplace | Pay-per-call APIs with Crypto",
    "description": "Discover and integrate paid APIs using the x402 protocol. Micropayments made simple with crypto.",
    "url": "https://gg402.vercel.app"
  },
  "json_ld": {
    "@id": "https://x402all.com/resource/gg402-vercel-app-predictive-clustering",
    "url": "https://x402all.com/resource/gg402-vercel-app-predictive-clustering",
    "name": "GG402 \u00b7 Predictive Clustering",
    "@type": "WebAPI",
    "offers": {
      "url": "https://x402all.com/resource/gg402-vercel-app-predictive-clustering",
      "@type": "Offer",
      "price": "0.01",
      "availability": "https://schema.org/InStock",
      "priceCurrency": "USDC",
      "priceSpecification": {
        "@type": "UnitPriceSpecification",
        "price": "0.010000",
        "unitText": "call",
        "priceCurrency": "USDC"
      },
      "eligibleCustomerType": "Agent",
      "additionalProperty": [
        {
          "@type": "PropertyValue",
          "name": "paymentNetwork",
          "value": "base"
        },
        {
          "@type": "PropertyValue",
          "name": "paymentAsset",
          "value": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913"
        }
      ]
    },
    "sameAs": "https://gg402.vercel.app/predictive_clustering",
    "@context": "https://schema.org",
    "provider": {
      "@id": "https://x402all.com/server/gg402-vercel-app",
      "url": "https://gg402.vercel.app",
      "name": "x402 API Marketplace | Pay-per-call APIs with Crypto",
      "@type": "Organization"
    },
    "identifier": "gg402-vercel-app-predictive-clustering",
    "description": "Cluster data and predict memberships via x402. Pay $0.01 USDC per call. Returns clusters, centroids, and predictions. Base network.",
    "potentialAction": {
      "@type": "BuyAction",
      "target": "https://axon402.com/test-buy?resource=gg402-vercel-app-predictive-clustering",
      "description": "Test-buy this endpoint on AXON"
    },
    "applicationCategory": "ai"
  },
  "axon_deep_link": "https://axon402.com/test-buy?resource=gg402-vercel-app-predictive-clustering"
}