Context API / Identify brand from transaction data

Context.dev tool context-dev-brand-transaction-identifier on looot: input fields, $0.025 per call, output shape, and code to run it with curl, JavaScript or Python.

Endpoint specially designed for platforms that want to identify transaction data by the transaction title.

Tool id: context-dev-brand-transaction-identifier
Provider: Context.dev
Job: Transaction identifier brand (brand.transaction-identifier)
Price: $0.025 per call. A call that fails at the provider costs $0.

Inputs

Name	Type	Required	Description
`city`	string	no	Optional city name to prioritize when searching for the brand.
`country_gl`	string	no	Two-letter ISO 3166-1 alpha-2 country code (GL parameter) used to localize search.
`force_language`	string	no
`high_confidence_only`	boolean	no	When set to true, the API will perform an additional verification steps to ensure the identified brand matches the transaction with high confidence.
`maxSpeed`	boolean	no	Optional parameter to optimize the API call for maximum speed. When set to true, the API will skip time-consuming operations for faster response at the cost of less comprehensive data.
`mcc`	string	no	Optional Merchant Category Code (MCC) to help identify the business category/industry.
`phone`	string	no	Optional phone number from the transaction to help verify brand match.
`tags`	array	no	Optional tags for tracking usage. Up to 20 tags, each 1 to 50 characters.
`timeoutMS`	integer	no	Optional timeout in milliseconds for the request. If the request takes longer than this value, it will be aborted with a 408 status code. Maximum allowed value is 300000ms (5 minutes).
`transaction_info`	string	yes	Transaction information to identify the brand

Output

Shape of the run’s result, checked against 1 real answer:

{ code, brand: { email, links: { blog, terms, careers, contact, pricing, privacy }, logos: { url, mode, type, colors: { ... }[], resolution: { ... } }[], title, colors: { hex, name, source }[], domain, slogan, address: { city, street, country, state_code, postal_code, country_code, state_province }, is_nsfw, socials: { url, type }[], backdrops: { url, colors: { ... }[], resolution: { ... } }[], employees: { exact, range }, industries: { eic: { ... }[] }, description, primary_language }, status, request_id, key_metadata: { credits_consumed, credits_remaining }, cache_metadata: { age_ms, status ... ...

The shape is cut here. Signed in, looot inspect context-dev-brand-transaction-identifier prints all of it.

Every call needs your API token in LOOOT_TOKEN; Sign in shows how to get one. Each run also needs a new idempotency key, so a retry never pays twice. With wait: 30 the answer comes back inline when the run ends within 30 seconds. Otherwise you get the running run back: poll GET /v1/runs/<runId>.

Example input with placeholder values:

curl -X POST "https://api.looot.ai/v1/runs" \
  -H "Authorization: Bearer $LOOOT_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Idempotency-Key: $(uuidgen)" \
  -d '{"endpointId":"context-dev-brand-transaction-identifier","input":{"transaction_info":"<transaction_info>","tags":["production","team-alpha"]},"wait":30}'

const response = await fetch("https://api.looot.ai/v1/runs", {
  method: "POST",
  headers: {
    Authorization: `Bearer ${process.env.LOOOT_TOKEN}`,
    "Content-Type": "application/json",
    "Idempotency-Key": crypto.randomUUID(),
  },
  body: JSON.stringify({
    endpointId: "context-dev-brand-transaction-identifier",
    input: {
      transaction_info: "<transaction_info>",
      tags: ["production", "team-alpha"],
    },
    wait: 30,
  }),
});
const run = await response.json();
console.log(run.status, run.result);

import os
import uuid

import requests

response = requests.post(
    "https://api.looot.ai/v1/runs",
    headers={
        "Authorization": f"Bearer {os.environ['LOOOT_TOKEN']}",
        "Idempotency-Key": str(uuid.uuid4()),
    },
    json={
        "endpointId": "context-dev-brand-transaction-identifier",
        "input": {
            "transaction_info": "<transaction_info>",
            "tags": ["production", "team-alpha"],
        },
        "wait": 30,
    },
    timeout=90,
)
run = response.json()
print(run["status"], run.get("result"))

To let looot pick among every provider of this job instead, send job:brand.transaction-identifier as endpointId; see the job page.

Context API / Identify brand from transaction data

Inputs

Output

Run it