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Milk Basket India Weekly Pin-Code Availability Dataset

A weekly file answering one question properly: is this SKU actually available in this pin-code? Thirteen columns with pin-code, city, state, locality, SKU, EAN code, product name and stock status — one row per SKU per pin-code.

Milk Basket runs a subscription-led morning delivery model rather than instant delivery, and its serviceability is tightly bound to specific pin-codes. That makes availability here a genuine distribution signal rather than a stock-out signal.

This data is available for download immediately after purchase

The file already exists, because this pipeline runs every week whether you buy it or not. Most vendors start collecting after you order — which is why they quote a lead time. Here the most recent file is in your account within minutes of payment, with an API key issued at the same time.

$499.00per month

All prices are in USD · GST or VAT added on the invoice

140,000 rows per run — SKU × pin-code

13 fields, all listed below

This dataset was last updated on 22-Sep-2026

A fresh file every week · cancel any time

Excel and CSV included · JSON and Parquet on request

Please download the sample first and check the fields against what you need. Data files are not refundable once delivered.

VISA · MASTERCARD · AMEX · UPI · NET BANKING

Fields Sample rows Coverage Historical FAQ Add to cart · $499.00

What you get, in plain terms

Four things. This file is narrow by design — if you need pricing, say so and we will add it.

One row per SKU per pin-code

The grain is geographic. The same product appears once for every pin-code tracked, each with its own stock status.

EAN code on every row

Populated on all 50 rows of the supplied sample. Match against your own master data by barcode rather than fuzzy-matching product names.

Locality alongside the code

locality, city and state carry the readable form, so reports do not need a separate lookup table.

However you want it

Direct download, REST API, Amazon S3, Google Cloud, Snowflake or SFTP. The API key comes with the dataset.

Fields included in this dataset

All 13 columns, in the exact order they appear in the file — taken straight from the sample, not from a brochure. The free sample ships with a data dictionary giving an example value for each one.

idpincodecitystate localityskuean_codeurl product_namebrandplatformstock_avaliblity_status Scrape_date

Sample rows from the real file

Real rows from the sample file, not an illustration. The free sample is 50 SKU-by-pin-code rows with all 13 columns.

Sample is free, no signup and no card. Check the fields before you buy — files are not refundable once delivered.

Coverage

Captured weekly across the pin-codes on your feed. The supplied sample covers Greater Noida in depth.

Metric	In the supplied sample	What it tells you
Pin-codes covered	2	Greater Noida, captured in depth
Rows available	50 of 50	Milk Basket's subscription model runs high availability
EAN code filled	50 of 50	Every row joins to your master data by barcode
`brand`	0 of 50	Empty throughout — see the FAQ
Products tracked	50 distinct SKUs	Snacks, papad and packaged staples in this sample

Two pin-codes is what the sample shows, not what the feed is limited to. Tell us which pin-codes matter — that count is the main thing that drives the price.

Historical data

The last 30 days come with the dataset. Beyond that we hold Milk Basket records from February 2025 onwards for the pin-codes on this feed.

Ask about historical data

Need more data points?

We can extend this dataset beyond the standard 13 columns — price and MRP capture is the most requested addition, along with a populated brand column and a wider pin-code set.

Request custom fields

“Milk Basket serves a narrow set of pin-codes very deeply. Knowing exactly which ones, and what we are listed in, was worth more than another price feed.”

Harpreet Singh · Regional Sales HeadIndian packaged foods brand · downloaded the sample, bought the same week

What people use this dataset for

FMCG brands

Verify that your SKUs are genuinely listed in the pin-codes Milk Basket actually serves.

Sales and distribution teams

Map serviceability for a subscription platform whose coverage is narrower and deeper than instant delivery.

Category teams

Compare your availability against competitor brands in the same pin-code, week over week.

Analysts

Track a subscription-led grocery model that behaves very differently from quick commerce.

No procurement cycle. Card payment, invoice on the spot. Most buyers are querying data the same afternoon.

Maintenance is ours. When Milk Basket changes its layout, the file you receive does not change shape.

Analysis-ready. Loads straight into Excel, Power BI, Tableau, BigQuery or a pandas notebook.

Cancel whenever. The feed runs to the end of the period you paid for, then stops. No notice, no fee.

About Milk Basket availability data

Milk Basket runs a subscription-led morning delivery model — orders placed the night before, delivered before dawn — rather than instant delivery. That changes the economics and the geography: it serves fewer pin-codes than the quick-commerce platforms, but serves them far more completely.

Why availability means something different here

All 50 rows in the supplied sample were available. On a quick-commerce platform that would be unusual; on a subscription model with overnight fulfilment it is the norm, because stock is picked against known orders rather than held in a small dark store. The useful question here is not whether a product is in stock — it is whether the pin-code is served at all.

Why the EAN code matters more than the product name

Product names on retail platforms are inconsistent and frequently changed. Matching your master data by string is a losing game. ean_code was present on every row of the supplied sample, and it joins cleanly to whatever your supply chain system already uses.

A note on two columns

brand came through empty on every row of the supplied sample, which is worth knowing if you plan to group by it — use ean_code instead for now. And the availability field is spelled stock_avaliblity_status; the spelling is being corrected, and if you build against it now we will keep the old name aliased for you.

Is collecting this data legal?

Collecting publicly visible product and price information is generally lawful in most jurisdictions. Actowiz collects only public pages, respects robots.txt and platform terms, holds no personal data, and aligns with GDPR and CCPA. We are ISO 9001 and ISO 27001 certified, and this dataset carries documented provenance so your legal team can review the source before you buy.

Frequently asked questions

It came through empty on every row of the supplied sample. Use ean_code to join to your own brand mapping for now — we are populating it, and you can check the sample before buying.

No. These 13 columns carry availability and identifiers, not pricing. It is the most requested addition and a straightforward one — tell us and we will quote it.

Because Milk Basket fulfils subscriptions overnight against known orders rather than holding stock in small dark stores. The useful question on this platform is which pin-codes are served at all, not which products are momentarily out.

Yes, as it currently stands, and we would rather you saw that here than in your first delivery. The spelling is being corrected; if you build against it now, tell us and we will keep the old name aliased.

Immediately. The file already exists because the pipeline runs on its schedule whether you buy it or not. Most vendors start collecting after you order, which is why they quote a lead time — here the current file is in your account within minutes, with an API key.

Yes. 50 real rows with every field and a data dictionary, no signup and no card. Please use it — checking the fields against your own requirement takes five minutes and prevents almost every problem we see.

Excel and CSV are included. JSON and Parquet are available on request at no extra cost.

Yes, and the key comes with the dataset at no extra charge. It is unmetered for the data you have bought, with a fair-use rate limit documented in the API reference.

Data files are not refundable once delivered, which is why the sample matters. One exception: if a delivered file does not match the field list on this page, that is our error and we fix it or refund that month.

Any time from your account. The feed keeps running until the end of the period you have paid for, then stops. No notice period and no cancellation fee.

We email you 30 days before any field is added, renamed or removed, and we never remove one inside a period you have already paid for.

The last 30 days are included. Beyond that we hold records from February 2025 onwards for the products, pin-codes or keywords on this feed. Ask and we will confirm exactly what exists for yours.

Internal use across your whole organisation with unlimited seats. Redistributing the data, reselling it, or embedding it in a product you sell needs a separate licence — tell us what you have in mind.

Of course, though nothing on this page requires it. If you would rather have a call before buying, use the contact form and ask for the datasets team.

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Milk Basket India Weekly Pin-Code Availability Dataset

What you get, in plain terms

One row per SKU per pin-code

EAN code on every row

Locality alongside the code

However you want it

Fields included in this dataset

Sample rows from the real file

Coverage

Historical data

Need more data points?

What people use this dataset for

FMCG brands

Sales and distribution teams

Category teams

Analysts

About Milk Basket availability data

Why availability means something different here

Why the EAN code matters more than the product name

A note on two columns

Is collecting this data legal?

Frequently asked questions

Why is the brand column empty?

Is price included?

Why is everything in stock?

Is the column name really spelled stock_avaliblity_status?

How soon can I download the data after paying?

Is the sample really free?

What format does it come in?

Can I get it as an API instead of a file?

Is it refundable?

Can I cancel?

What if the fields change?

Do you have historical data?

What licence do I get?

Can I speak to someone first?

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