gg402 · Natural Language Data Clustering

Served byx402 API Marketplace | Pay-per-call APIs with Crypto Indexed external

Group structured data points into clusters based on natural language descriptions of grouping criteria.

What it does

Group structured data points into clusters based on natural language descriptions of grouping criteria.

  • Organize customer feedback into thematic categories
  • Cluster transaction patterns by behavioral descriptions
  • Group research papers by conceptual similarity
  • Segment product catalogs using qualitative attributes

Ideal buyer

AI agents processing unstructured or semi-structured data that need flexible, description-driven clustering without predefined schemas.

Use with AXON

Run this through your governed agent wallet.

  1. 01
    Bootstrap AXON once with npx @axon402/init.
  2. 02
    Use the AXON runtime MCP tools to search_x402_services or inspect_x402_offer for this service.
  3. 03
    Quote, test-buy, then run the governed paid fetch through AXON.

Send this

Prompt for your agent

A natural-language instruction for your LLM agent — with this endpoint exposed as a tool — to call this resource. Not sent to the endpoint; the endpoint consumes the JSON body below.

Pasting this prompt into a raw ChatGPT or unconfigured agent will notexecute the paid endpoint flow. Run it through an agent with the AXON runtime / MCP tools exposed (see “Use with AXON” above) so the 402 challenge, quote, and governed fetch are handled for you.

“Cluster these customer support tickets by urgency and product area: [ticket data]”

Endpoint request body

The JSON payload your agent sends to the endpoint.

application/json
{
  "data": [
    {
      "id": 1,
      "text": "Payment failed three times",
      "category": "billing"
    },
    {
      "id": 2,
      "text": "Login page broken on mobile",
      "category": "technical"
    }
  ],
  "clustering_description": "Group by severity of user impact and whether issue blocks core functionality"
}

Advanced HTTP details

For integrators who need the raw protocol surface. Most agents should use AXON above instead of calling these directly.

curl fallback

curl https://gg402.vercel.app/data_cluster_nl \
  -H "Content-Type: application/json" \
  -H "X-PAYMENT: [signed_payment_envelope]" \
  -d '{"data":[{"id":1,"text":"Payment failed three times","category":"billing"},{"id":2,"text":"Login page broken on mobile","category":"technical"}],"clustering_description":"Group by severity of user impact and whether issue blocks core functionality"}'

Payment & settlement details

Raw on-chain settlement parameters. AXON above handles these automatically through quote / test-buy / governed fetch.

baseexact
$0.010
per call
Pay-to address0x9257cd24721e3c06e9f7655b77c283bcd9652132
T/O: 60s asset 0x8335…2913

Price & network

Cheapest call$0.010
Networks
base

Trust & risk

Trust tier Indexed external
Risk flagsNo risks flagged
View JSON bundle

Indexed from facilitator discovery data

Last enriched:

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