Market Ai Visibility Probe

{
  "grade": "weak",
  "probe": {
    "llms_txt": {
      "present": false
    },
    "robots_txt": {
      "blocked_crawlers": [
        "GPTBot",
        "PerplexityBot"
      ],
      "blocks_all_ai": false,
      "present": true
    },
    "schema_org": {
      "present": true,
      "types": [
        "Organization"
      ]
    },
    "sitemap": {
      "present": true
    }
  },
  "reasons": [
    "robots.txt blocks AI crawlers: GPTBot, PerplexityBot",
    "no llms.txt"
  ],
  "upsell": {
    "adds": "verbatim evidence rows, prioritized GEO/AEO fix plan with exact snippets, quick wins, measurement plan",
    "full_product": "/api/market/ai-visibility-check",
    "price_usd": 0.5
  }
}

# bash or zsh: see the payment challenge. Nothing is charged.
curl -sS -g -i 'https://marketpulse.theaslangroupllc.com/api/market/ai-visibility-probe?domain=stripe.com'

# 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 - 'https://marketpulse.theaslangroupllc.com/api/market/ai-visibility-probe?domain=stripe.com' \
  | grep -i '^payment-required:' | cut -d' ' -f2 | tr -d '\r' | base64 --decode

// 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%2Fmarketpulse.theaslangroupllc.com%2Fapi%2Fmarket%2Fai-visibility-probe
const res = await pay("https://marketpulse.theaslangroupllc.com/api/market/ai-visibility-probe?domain=stripe.com");
console.log(res.status, await res.text());

# 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.get("https://marketpulse.theaslangroupllc.com/api/market/ai-visibility-probe?domain=stripe.com")
    print(res.status_code, res.text)