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Keyword Cluster Execute

by tradepilotusa.com in Search & web

x402 APIPassing, checked 7 min ago

Group supplied keywords by intent and topic, explain ambiguous groupings, and do not invent search volume. Uses buyer-supplied information only; no external research or outbound actions. Returns a draft for human review.

POST
https://www.tradepilotusa.com/api/agent-commerce/v1/services/keyword_cluster/execute
Price
$0.25
per call in USDC
Uptime
100%
last 30 days
Response time
816 ms
1.3 s slowest 5%
Last check
Passed
7 min ago, next in 25 min

Run a free test callHow to call it

Reliability

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Status and outage history · Atom feed

How to call it

POST https://www.tradepilotusa.com/api/agent-commerce/v1/services/keyword_cluster/execute

Each call costs $0.25 in USDC on Base, paid with the request over x402.

Run a free test callOne unpaid request, the way an agent sends it. You see the payment challenge it gets back. Nothing is charged.

Example request

From the listing.

POST https://www.tradepilotusa.com/api/agent-commerce/v1/services/keyword_cluster/execute
content-type: application/json

{
  "audience": "Business operations manager",
  "brief": "Group supplied keywords by intent and topic, explain ambiguous groupings, and do not invent search volume. Use only the supplied fictional example material and clearly identify missing evidence.",
  "source_text": "Fictional supplied site: https://example.com/doors describes residential entry door installation in Dallas; https://example.com/consultations describes weekday consultations. Supplied keywords: entry door installation Dallas; residential entry doors; door consultation Dallas; schedule door consultation. A supplied competitor content excerpt covers measurement preparation, which the supplied site copy does not cover. No live rankings, search volumes, ratings or customer outcomes are supplied."
}

Parameters

ParameterTypeRequiredDescription
audiencestringNo
briefstringYes
source_textstringYes

Example response

The provider's example. We can't check it without paying.

{
  "artifact": "Illustrative excerpt from a synthetic provider check:\n## Keyword Grouping by Intent and Topic\n\n### Group 1: Entry Door Installation Services\n- entry door installation Dallas\n- residential entry doors\n\n**Intent:** These keywords focus on the service of installing residential entry doors in Dallas. \"entry door installation Dallas\" is location-specific and transactional, indicating users looking to hire installation services. \"residential entry doors\" is broader and could include research or product consideration.\n\n### Group 2: Door Consultation Sched",
  "assumptions": [
    "The site focuses on residential entry door installation in Dallas based on the supplied URLs and descriptions.",
    "Keywords without explicit location modifiers are assumed to relate to Dallas due to site context."
  ],
  "evidence_gaps": [
    "Search volume and ranking data for the supplied keywords.",
    "Customer ratings, reviews, or outcome data related to the services."
  ],
  "provenance": {
    "external_research_performed": false,
    "generated_at": "2026-09-22T14:40:41.125Z",
    "source": "buyer_supplied"
  },
  "request_id": "example_keyword_cluster",
  "requires_human_review": true,
  "summary": "The supplied keywords group into two main intents: entry door installation services in Dallas and door consultation scheduling. Ambiguities include the broad term \"residential entry doors\" and the loc",
  "task": "keyword_cluster"
}

Call it from code

The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $0.25.

curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://www.tradepilotusa.com/api/agent-commerce/v1/services/keyword_cluster/execute' \
  -H 'content-type: application/json' \
  --data-raw '{"audience":"Business operations manager","brief":"Group supplied keywords by intent and topic, explain ambiguous groupings, and do not invent search volume. Use only the supplied fictional example material and clearly identify missing evidence.","source_text":"Fictional supplied site: https://example.com/doors describes residential entry door installation in Dallas; https://example.com/consultations describes weekday consultations. Supplied keywords: entry door installation Dallas; residential entry doors; door consultation Dallas; schedule door consultation. A supplied competitor content excerpt covers measurement preparation, which the supplied site copy does not cover. No live rankings, search volumes, ratings or customer outcomes are supplied."}'

# x402 v2 sends the challenge base64-encoded in the PAYMENT-REQUIRED header (v1 sends it in the body).
# To read the header:
curl -sS -g -o /dev/null -D - -X POST 'https://www.tradepilotusa.com/api/agent-commerce/v1/services/keyword_cluster/execute' \
  -H 'content-type: application/json' \
  --data-raw '{"audience":"Business operations manager","brief":"Group supplied keywords by intent and topic, explain ambiguous groupings, and do not invent search volume. Use only the supplied fictional example material and clearly identify missing evidence.","source_text":"Fictional supplied site: https://example.com/doors describes residential entry door installation in Dallas; https://example.com/consultations describes weekday consultations. Supplied keywords: entry door installation Dallas; residential entry doors; door consultation Dallas; schedule door consultation. A supplied competitor content excerpt covers measurement preparation, which the supplied site copy does not cover. No live rankings, search volumes, ratings or customer outcomes are supplied."}' \
  | grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decode
JavaScript: pay and call
// npm i @x402/fetch @x402/evm viem
import { wrapFetchWithPayment, x402Client } from "@x402/fetch";
import { registerExactEvmScheme } from "@x402/evm/exact/client";
import { privateKeyToAccount } from "viem/accounts";

// Pays at most $0.25 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.25" });
registerExactEvmScheme(client, { signer: privateKeyToAccount(process.env.EVM_PRIVATE_KEY) });
const pay = wrapFetchWithPayment(fetch, client);

// Not sure it's safe to pay? ToolVet checks it first for $0.005. Pay for that from a separate
// client: this one is capped at $0.25 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fwww.tradepilotusa.com%2Fapi%2Fagent-commerce%2Fv1%2Fservices%2Fkeyword_cluster%2Fexecute&method=POST
const res = await pay("https://www.tradepilotusa.com/api/agent-commerce/v1/services/keyword_cluster/execute", {
  method: "POST",
  headers: { "content-type": "application/json" },
  body: JSON.stringify({
    "audience": "Business operations manager",
    "brief": "Group supplied keywords by intent and topic, explain ambiguous groupings, and do not invent search volume. Use only the supplied fictional example material and clearly identify missing evidence.",
    "source_text": "Fictional supplied site: https://example.com/doors describes residential entry door installation in Dallas; https://example.com/consultations describes weekday consultations. Supplied keywords: entry door installation Dallas; residential entry doors; door consultation Dallas; schedule door consultation. A supplied competitor content excerpt covers measurement preparation, which the supplied site copy does not cover. No live rankings, search volumes, ratings or customer outcomes are supplied."
  }),
});
console.log(res.status, await res.text());
Python: pay and call
# pip install "x402[requests,evm]"
import os
from eth_account import Account
from x402 import x402ClientSync
from x402.http.clients import x402_requests
from x402.mechanisms.evm import EthAccountSigner
from x402.mechanisms.evm.exact.register import register_exact_evm_client

# Pays at most $0.25 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.25"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))

with x402_requests(client) as session:
    res = session.post(
        "https://www.tradepilotusa.com/api/agent-commerce/v1/services/keyword_cluster/execute",
        json={
            "audience": "Business operations manager",
            "brief": "Group supplied keywords by intent and topic, explain ambiguous groupings, and do not invent search volume. Use only the supplied fictional example material and clearly identify missing evidence.",
            "source_text": "Fictional supplied site: https://example.com/doors describes residential entry door installation in Dallas; https://example.com/consultations describes weekday consultations. Supplied keywords: entry door installation Dallas; residential entry doors; door consultation Dallas; schedule door consultation. A supplied competitor content excerpt covers measurement preparation, which the supplied site copy does not cover. No live rankings, search volumes, ratings or customer outcomes are supplied.",
        },
    )
    print(res.status_code, res.text)

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