75trust / 100

Sentiment

by Verdict L402 in Other

x402 APIPassing, checked 4 h ago

Sentiment from -1 to +1 with confidence, mixed-opinion flag and a separate score per aspect you name (price, support, delivery). Abstains when the text is ambiguous.

POST
https://verdict.kechlab.com/v1/sentiment
Price
$0.017
per call in USDC
Uptime
100%
last 30 days
Response time
571 ms
806 ms slowest 5%
Last check
Passed
4 h ago, next any minute now

Run a free test callHow to call it

Reliability

All checks passedSome failedAll failedNot checked

Status and outage history · Atom feed · Watch with other listings

How to call it

POST https://verdict.kechlab.com/v1/sentiment

Each call costs $0.0172 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://verdict.kechlab.com/v1/sentiment
content-type: application/json

{
  "aspects": [
    "product",
    "price",
    "support"
  ],
  "text": "The product is great but the price is too high and support never answered."
}

Parameters

ParameterTypeRequiredDescription
aspectsarray of stringNo(optional) up to 6 aspects to score separately, for example ["price","support"]
textstringYesthe text to analyze

Example response

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

Example response, 44 lines
{
  "mode": "sentiment",
  "paid_sats": 20,
  "payment_hash": "x402:<sha256 hex>",
  "receipt": {
    "payload": {
      "at": "<ISO 8601 time>",
      "kid": "<signing key id>",
      "mode": "sentiment",
      "payment_hash": "x402:<sha256 hex>",
      "v": 1,
      "verdict_sha256": "<sha256 hex of the verdict>"
    },
    "signature": "<base64url Ed25519 signature>"
  },
  "verdict": {
    "aspects": [
      {
        "aspect": "product",
        "label": "very_positive",
        "mentioned": true,
        "score": 1
      },
      {
        "aspect": "price",
        "label": "very_negative",
        "mentioned": true,
        "score": -1
      },
      {
        "aspect": "support",
        "label": "very_negative",
        "mentioned": true,
        "score": -1
      }
    ],
    "confidence": 0.88,
    "decision": "negative",
    "label": "negative",
    "mixed": true,
    "rule": "score from -1 (very negative) to +1 (very positive) ; uncertain if confidence < 0.6 ; an aspect that is not mentioned is not scored (mentioned >= 0.5)",
    "score": -0.5
  }
}

Call it from code

The curl command shows the payment challenge. The JavaScript and Python versions pay and call, and never pay more than $0.0172.

curl: see the payment challenge
# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i -X POST 'https://verdict.kechlab.com/v1/sentiment' \
  -H 'content-type: application/json' \
  --data-raw '{"aspects":["product","price","support"],"text":"The product is great but the price is too high and support never answered."}'

# 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://verdict.kechlab.com/v1/sentiment' \
  -H 'content-type: application/json' \
  --data-raw '{"aspects":["product","price","support"],"text":"The product is great but the price is too high and support never answered."}' \
  | 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 $0.0172 per call.
const client = new x402Client().setSpendControls({ maxAmountPerPayment: "$0.0172" });
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 $0.0172 per payment. GET https://toolvet.app/api/v1/check?url=https%3A%2F%2Fverdict.kechlab.com%2Fv1%2Fsentiment&method=POST
const res = await pay("https://verdict.kechlab.com/v1/sentiment", {
  method: "POST",
  headers: { "content-type": "application/json" },
  body: JSON.stringify({
    "aspects": [
      "product",
      "price",
      "support"
    ],
    "text": "The product is great but the price is too high and support never answered."
  }),
});
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 $0.0172 per call.
client = x402ClientSync().set_spend_controls({"max_amount_per_payment": "$0.0172"})
register_exact_evm_client(client, EthAccountSigner(Account.from_key(os.environ["EVM_PRIVATE_KEY"])))

with x402_requests(client) as session:
    res = session.post(
        "https://verdict.kechlab.com/v1/sentiment",
        json={
            "aspects": [
                "product",
                "price",
                "support",
            ],
            "text": "The product is great but the price is too high and support never answered.",
        },
    )
    print(res.status_code, res.text)

Security scan

No findings

We scan names, descriptions and tool definitions for hidden instructions and other prompt-injection patterns.

Recent checks

WhenResultHTTPTimePrice
4 h agoPassed402585 ms$0.017
9 h agoPassed402610 ms$0.017
14 h agoPassed402539 ms$0.017
20 h agoPassed402700 ms$0.017
25 h agoPassed402806 ms$0.017
Show 10 older checks
30 h agoPassed402652 ms$0.017
34 h agoPassed402561 ms$0.017
39 h agoPassed402472 ms$0.017
44 h agoPassed402571 ms$0.017
2 days agoPassed402592 ms$0.017
2 days agoPassed402517 ms$0.018
2 days agoPassed402299 ms$0.018
3 days agoPassed402539 ms$0.018
3 days agoPassed402465 ms$0.018
3 days agoPassed402649 ms$0.018

History

24 Oct 2026Price changed from $0.017 to $0.017
23 Oct 2026Price changed from $0.017 to $0.017
23 Oct 2026Price changed from $0.017 to $0.017
22 Oct 2026Price changed from $0.017 to $0.017
22 Oct 2026Price changed from $0.018 to $0.017
22 Oct 2026Price changed from $0.018 to $0.018
22 Oct 2026Price changed from $0.018 to $0.018
21 Oct 2026Price changed from $0.018 to $0.018
21 Oct 2026Price changed from $0.018 to $0.018
21 Oct 2026Price changed from $0.018 to $0.018
20 Oct 2026Price changed from $0.017 to $0.018