{
  "generated_at": "2026-04-24T15:01:35.625676+00:00",
  "slug": "gg402-vercel-app-text-clustering",
  "title": "GG402 \u00b7 Semantic Text Clustering",
  "url": "https://gg402.vercel.app/text_clustering",
  "category": "ai",
  "summary": "Group text documents into semantically similar clusters with centroid summaries and auto-generated labels for each cluster.",
  "seo": {
    "title": "Text Clustering API - Semantic Document Grouping",
    "description": "Cluster documents by semantic similarity via x402. AI-powered text grouping with centroid summaries and auto-generated cluster labels."
  },
  "use_cases": [
    "Cluster documents by semantic similarity",
    "Generate cluster summaries and descriptive labels",
    "Organize unstructured text collections"
  ],
  "ideal_buyer": "Content platforms, research tools, and AI agents processing large document collections for organization and analysis.",
  "example_prompt": "Cluster these 50 product reviews into thematic groups and provide a summary label for each cluster.",
  "example_request_body": {
    "documents": [
      "Great battery life but screen is dim",
      "Amazing display, poor battery",
      "Fast charging saves the day",
      "Screen quality exceeded expectations"
    ]
  },
  "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 text documents into groups based on semantic similarity.",
      "verified": false,
      "hints": {
        "input": {
          "type": "http",
          "method": "POST",
          "bodyType": "json",
          "bodyFields": {
            "texts": {
              "type": "array",
              "required": true,
              "description": "Array of text strings to cluster."
            },
            "method": {
              "type": "string",
              "required": false,
              "description": "Clustering method, e.g., 'k-means', 'hierarchical' (default: 'k-means')."
            },
            "num_clusters": {
              "type": "number",
              "required": false,
              "description": "Desired number of clusters (default: auto-determined)."
            }
          }
        },
        "output": {
          "type": "object",
          "required": [
            "clusters",
            "cluster_labels",
            "silhouette_score"
          ],
          "properties": {
            "clusters": {
              "type": "array",
              "items": {
                "type": "object",
                "required": [
                  "texts",
                  "centroid_summary"
                ],
                "properties": {
                  "texts": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    },
                    "description": "Array of text strings in this cluster."
                  },
                  "centroid_summary": {
                    "type": "string",
                    "description": "Summary of the cluster centroid."
                  }
                }
              },
              "description": "Array of cluster objects, each containing texts and centroid summary."
            },
            "cluster_labels": {
              "type": "array",
              "items": {
                "type": "string"
              },
              "description": "Generated labels for each cluster."
            },
            "silhouette_score": {
              "type": "number",
              "description": "Quality metric for clustering effectiveness."
            }
          }
        }
      }
    }
  ],
  "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-text-clustering",
    "url": "https://x402all.com/resource/gg402-vercel-app-text-clustering",
    "name": "GG402 \u00b7 Semantic Text Clustering",
    "@type": "WebAPI",
    "offers": {
      "url": "https://x402all.com/resource/gg402-vercel-app-text-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/text_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-text-clustering",
    "description": "Cluster documents by semantic similarity via x402. AI-powered text grouping with centroid summaries and auto-generated cluster labels.",
    "potentialAction": {
      "@type": "BuyAction",
      "target": "https://axon402.com/test-buy?resource=gg402-vercel-app-text-clustering",
      "description": "Test-buy this endpoint on AXON"
    },
    "applicationCategory": "ai"
  },
  "axon_deep_link": "https://axon402.com/test-buy?resource=gg402-vercel-app-text-clustering"
}