You can access the JSON Catalog Deduplicator programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in API & Integrations in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

$echo '{
<  "buyerQuery": "buyer-ready records with source evidence",
<  "taskIntent": "buyer-ready-product-run",
<  "sourceMode": "startUrls",
<  "outputMode": "buyer-ready-records",
<  "startUrls": [
<    {
<      "url": "https://www.allbirds.com/products.json"
<    }
<  ],
<  "requestTimeoutSecs": 30,
<  "maxRequestRetries": 2,
<  "sinceLastRun": false,
<  "deltaMode": true
<}' |
<apify call zentrafoundry/dataset-deduplicator --silent --output-dataset

Shopify catalog dedupe — unique handles API through CLI

The Apify CLI is the official tool that allows you to use JSON Catalog Deduplicator locally, providing convenience functions and automatic retries on errors.

Install Apify CLI

Using installation script (macOS/Linux):

$curl -fsSL https://apify.com/install-cli.sh | bash

Using installation script (Windows):

$irm https://apify.com/install-cli.ps1 | iex

Using Homebrew:

$brew install apify-cli

Using npm:

$npm install -g apify-cli

Other API clients include:

JSON Catalog Deduplicator API in Python

JSON Catalog Deduplicator API in JavaScript

JSON Catalog Deduplicator OpenAPI definition

JSON Catalog Deduplicator API

JSON Catalog Deduplicator v2

zentrafoundry/dataset-deduplicator-v2

Unique handle keys from a public JSON catalog. Try is ColourPop — distinct from v1 Allbirds. $0.002 / unique row.

Zentra

JSON Catalog Schema Normalizer

zentrafoundry/csv-json-schema-normalizer

Typed rows from a public JSON catalog (Try is Allbirds): title, price number, URL. $0.002 / row.

Zentra

JSON Catalog Schema Normalizer v2

zentrafoundry/csv-json-schema-normalizer-v2

Typed rows from a public JSON catalog. Try is ColourPop — distinct from v1 Allbirds. $0.002 / row.

Zentra

Catalog Export Dry-Run (no Google login)

zentrafoundry/apify-dataset-to-google-sheets-sync

Formats a public catalog as export rows (Try is Allbirds). Does not write Google Sheets — no OAuth. $0.002 / row.

Zentra

JSON Dataset Quality Auditor

zentrafoundry/apify-dataset-quality-auditor-v2

Field-level audit of a public JSON array. Try is Allbirds products.json. Not an Apify platform scanner. $2 / 1,000.

Zentra

Public Catalog Price Snapshot

zentrafoundry/sku-price-drop-alert-api

Live Shopify products.json prices (Try is Allbirds). First run is a baseline, not a drop alert. $0.01 / SKU.

Zentra

Prompt Injection Catalog Scanner

zentrafoundry/zentra-prompt-injection-quarantine

Keyword heuristic over a public product catalog (Try is Allbirds). Not a security control. $2 / 1,000 rows.

Zentra

Catalog Webhook Payload Dry-Run

zentrafoundry/dataset-to-sheets-webhook-exporter

Formats a public catalog as webhook payload rows (Try is Allbirds). Does not POST to your webhook on Try. $0.002.

Zentra

Public JSON Catalog Diff

zentrafoundry/dataset-diff-engine

Diffs two public JSON catalogs you supply. Try is Allbirds vs Everlane products.json. Not time travel. $2 / 1,000.

Zentra

Catalog List vs Sale Price

zentrafoundry/any-store-fake-sale-detector

Shopify products.json list vs compare-at when the catalog prints it (Try is Allbirds). Not historical MSRP proof. $0.01.

Zentra

JSON Catalog Deduplicator

Shopify catalog dedupe — unique handles API through CLI

Install Apify CLI

You might also like

JSON Catalog Deduplicator v2

JSON Catalog Schema Normalizer

JSON Catalog Schema Normalizer v2

Catalog Export Dry-Run (no Google login)

JSON Dataset Quality Auditor

Public Catalog Price Snapshot

Prompt Injection Catalog Scanner

Catalog Webhook Payload Dry-Run

Public JSON Catalog Diff

Catalog List vs Sale Price

Shopify catalog dedupe — unique handles API through CLI

Install Apify CLI