Choithrams Grocery Data API · Live

Pull live Choithrams data down to the origin country, the store format, the shelf price.

Product pricing, private-label vs. national-brand detail, country-of-origin sourcing, and multi-format store data across full-size supermarkets and Xpress convenience stores — structured and delivered as clean JSON or CSV. No proxies to manage, no CAPTCHAs to solve, no HTML to parse.

See a Live Response

4 Choithrams verticals covered

<3s avg. response time

99.9% uptime SLA

7M+ requests / month served

GET /v1/choithrams/product

LIVE

// streaming a live product pull...

Why Choose Our Choithrams API

A grocery range built for every community on the shelf, not just one.

Between an assortment stretched across British, Indian, Filipino, and dozens of other expat-community staples, private-label SKUs sitting next to imported national brands at very different price points, and store formats ranging from full-size supermarkets to Xpress convenience stores, Choithrams' catalog carries more origin and format detail than a single-community grocery feed. Our infrastructure absorbs that complexity so your team just calls an endpoint and gets data back.

01

Zero blocking, zero maintenance

We run rotating residential IPs, headless rendering, and CAPTCHA-solving behind every request. When Choithrams changes its layout, we patch our parsers — your integration never breaks.

02

Private-label & origin aware

Every product response flags private-label vs. national-brand status and country of origin where published.

03

Store-format detail

We resolve whether a listing belongs to a full-size supermarket or an Xpress convenience format, since assortment and pricing differ.

04

Built for scale from day one

From a 100-SKU test batch to millions of daily checks across categories, the same endpoint and response shape scale with you.

Choithrams API Features

Everything you need to keep Choithrams data flowing.

⚡

Real-time extraction

Trigger an on-demand pull for any SKU, store, or keyword and get a fresh response — not a stale cache.

🧩

Custom field selection

Request only the fields you need — price, origin, store format — to cut payload size and parsing time.

🏷️

Private-label resolution

Get private-label vs. national-brand status broken out on every SKU, with price comparison where equivalents exist.

🗂️

Bulk & scheduled requests

Submit thousands of SKU IDs in one batch job or schedule recurring pulls on an hourly, daily, or custom cadence.

🌍

Country-of-origin detection

Flag imported origin automatically on every eligible SKU, useful for tracking expat-community assortment.

📊

Historical price tracking

Store and query price and stock history per SKU to power repricing and trend-analysis tools.

What Data Can You Access?

Every field a product page shows — origin and store-format detail included.

CoreSKU & product IDBrand, product name, category

PricingPrice & loyalty member priceAED currency, price-per-unit

BrandPrivate-label flagChoithrams own-brand vs. national brand

OriginCountry of originImported vs. locally sourced

StoreStore formatFull-size supermarket vs. Xpress convenience

NutritionNutrition facts & allergensIngredients list, allergen warnings

MediaImagesProduct photos, packaging shots

ReviewsRatings & review countProduct rating, star breakdown

StockAvailability statusIn-stock, low-stock, out-of-stock

StructureCategory breadcrumbsFull category tree path

DeliveryDelivery slot & minimum orderDelivery-area detail across markets

TrustVerified listing flagConfirmed Choithrams SKU

Supported Choithrams Verticals

International groceries, private label, fresh, and Xpress — one integration covers all of it.

Switch the vertical parameter to pull from a different Choithrams category with the same consistent response shape.

🌍

International & Imported Foods

Community-specific imported grocery staples.

🏷️

Private Label & Choithrams Brand

Own-brand SKUs across pantry & household.

🥦

Fresh Produce & Bakery

Fruits, vegetables & in-store bakery items.

🏪

Xpress Convenience

Smaller-format convenience store range.

CoverageUAE, Bahrain & OmanStore and delivery footprint across the Gulf

FormatDual formatSupermarket & Xpress convenience data tracked separately

FreshnessReal-timePrice and stock checked on every request

Choithrams API Endpoints

A small set of endpoints that cover the whole catalog lifecycle.

Method	Endpoint	Description	Typical use
GET	/v1/choithrams/product	Full product detail by SKU ID or URL	Price & origin monitoring
GET	/v1/choithrams/category	Category tree metadata & listing counts	Taxonomy mapping
GET	/v1/choithrams/search	Keyword, brand, or origin-country search results	Assortment & competitor discovery
GET	/v1/choithrams/reviews	Paginated customer reviews for a SKU	Sentiment analysis
GET	/v1/choithrams/stock	Real-time stock status by SKU and store	Availability tracking
POST	/v1/choithrams/bulk	Submit up to 10,000 SKU IDs per batch job	Catalog-wide monitoring
GET	/v1/choithrams/store	Store metadata & format across markets	Footprint mapping

Live API Response Example

This is exactly what comes back. No extra parsing needed.

Popular Choithrams API Use Cases

Built for the teams that live and die by international grocery data.

📈

Price & loyalty savings monitoring

Feed live price and loyalty-member pricing into your tracking tools every few minutes.

🌍

International & expat assortment research

Analyze how community-specific imported staples are priced and stocked across categories.

🏷️

Private-label vs. national-brand comparison

Quantify the price gap between Choithrams' own brand and equivalent national brands.

💬

Review & sentiment mining

Pull reviews across SKUs to power comparison and recommendation tools.

🤖

ML training data

Generate labeled product, price, and origin datasets for demand-forecasting models.

🏆

Competitive benchmarking

Track how Choithrams pricing compares against Carrefour UAE, Spinneys, and El Grocer.

🏪

Store-format footprint mapping

Study how Xpress convenience assortment differs from full-size supermarket ranges.

🔍

Country-of-origin sourcing analysis

Track which countries supply the largest share of imported grocery SKUs over time.

How the Choithrams API Works

From API key to structured data in five steps.

1

Get your API key

Sign up and generate a key from your dashboard in under two minutes.

2

Choose an endpoint

Pick /product, /search, /reviews or /stock depending on what you need.

3

Send the request

Call the endpoint with a SKU ID, keyword, or store format plus your vertical parameter.

4

We handle the hard part

Proxies, headless rendering, CAPTCHA-solving, and parsing all happen behind the scenes.

5

Receive structured data

Get clean JSON or CSV back in seconds, ready to drop into your pipeline.

Developer-Friendly Integration

Built by people who read the docs too.

One consistent JSON schema across every endpoint and every vertical. No SDK lock-in — plain REST calls work from any language or platform.

→

Predictable REST design

Standard HTTP verbs, query params, and status codes — nothing proprietary to learn.

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JSON, CSV, or webhook delivery

Get results inline, as a downloadable file, or pushed to your endpoint when a batch job finishes.

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Sandbox & test keys

Free sandbox environment with sample SKU IDs so you can build before you pay.

→

Postman collection & SDK snippets

Import a ready-made collection or copy request snippets for Python, Node.js, and cURL.

Quickstart

API Performance & Reliability

Numbers we publish because we track them daily.

99.9%

Uptime SLA

<3s

Avg. response time

98.7%

Successful extraction rate

4K+

Concurrent requests supported

Security & Compliance

Compliant by design, not as an afterthought.

🔒

Encrypted in transit

All requests and responses travel over TLS 1.2+. API keys can be scoped and rotated anytime.

⚖️

UAE PDPL & regional alignment

Our extraction workflows are built around the UAE's Personal Data Protection Law alongside GDPR and CCPA guidelines.

🌐

Public-data-only policy

We collect only publicly accessible listing data — never login-gated or private account information.

✓ISO 9001:2015 Certified ✓ISO/IEC 27001:2013 Certified ✓IAF Multilateral Recognition ✓GDPR-aligned workflows

API Documentation & Resources

Everything to go from key to production.

Guide

Quickstart Guide

Get your first API response back in under five minutes.

Read guide →

Reference

Full API Reference

Every endpoint, parameter, and response field documented in detail.

View reference →

Tool

Postman Collection

Import ready-made requests for every Choithrams API endpoint.

Download →

Code

SDKs & Code Samples

Python, Node.js, PHP, and Ruby snippets for every use case.

Browse samples →

Frequently Asked Questions

Still deciding? Here's what most teams ask first.

We collect only publicly accessible listing data using automated tools, following publicly available web-data guidelines. We recommend reviewing your own use case with legal counsel, especially for redistribution.

Every request to /product, /search, and /stock triggers a live pull — you're not reading from a stale cache. Price and stock are checked live on every request.

Yes. The /product endpoint returns a private-label flag distinguishing Choithrams' own-brand SKUs from equivalent national-brand listings.

Yes — every listing carries a store-format field identifying full-size supermarket vs. Xpress convenience assortment.

Our infrastructure retries automatically across a rotating proxy pool. You're only billed for successfully returned responses.

Yes, every account starts with a free sandbox key and sample credits so you can test all endpoints before committing to a plan.

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