Platform · Total Wine & More

Total Wine Data Scraping

There is no single Total Wine price. There is a price for the store you selected.

Total Wine & More is a privately held US chain whose site resolves price and availability against a selected store. Set a different ZIP or store and the same expression can carry a different price, because three-tier distribution and state rules price it differently in each state. Product pages also separate in-store only from shippable items, and where a product ships at all is a state-by-state question. Every record names the store it came from. Jurisdiction, channel and the price surface sit on every record, the SKU key carries vintage or age statement, format and ABV, and no age gate is passed by misrepresenting who is asking.

A record without a store attached is a price that belongs to nobody.

Get a free sample See sample data

Free pilot on your own Total Wine & More list, returned in 24 hours. No card, no trial clock — and you keep the sample data either way.

total_wine_sample.jsonl LIVE FEED

{"store_id":"as published","store_zip":"as selected","price":42.99,"state":"FL"} {"fulfilment":"in_store_only","ships_to_state":"as the page states"} {"volume_ml":750,"price_per_litre":57.32}

illustrative sample rows · USthe store is in the record · schema v1.0

Independence and trademarks. Actowiz Solutions is not affiliated with, endorsed by or connected to Total Wine & More or its owners. Total Wine & More and related marks belong to their respective owners, used here only to name the publicly accessible source this service collects from.

Our Data Powers

B2C Marketplace

amazon

D2C + Marketplace

NYKAA

D2C + Marketplace

Walmart

FMCG Marketplace

udaan

Food Delivery

Uber Eats

Quick Commerce

blinkit

Taxi Aggregator

Uber

E-Commerce

Tmall

Total Wine & More at a glance

How we handle Total Wine & More specifically

Platform-specific handling, not a generic retail template pointed at a different domain.

Price resolution: Per selected store
Same SKU: Different price across states
Fulfilment: In-store only against shippable
Shipping: State-by-state, recorded as published
Ownership: Private, family held
SKU key: Brand, expression, vintage, format, ABV
Store set: Named per record
Refresh: Daily on price, weekly on attributes

Platform specifics

Stores, not a national price

These are the reasons a Total Wine & More dataset needs its own handling rather than a shared retail schema.

Store context

The store is not metadata here. It is part of the observation, and a comparison that drops it is comparing two different markets.

store_id and store_zip on every price.
state carried separately, since rules differ above the store.
fulfilment — in_store_only, pickup, ship.
ships_to_state as the page states it, never inferred.

Formats, and what we do not do

Formats

A 750ml and a 1.75L of the same expression are separate SKUs at non-proportional prices, so the per-litre figure sits beside the observed price. See our BevMo page.

Price surfaces

Per-litre normalisation is carried beside the observed price rather than replacing it, and the jurisdiction that produced the price stays on the record, as the wine, spirits and liquor hub describes.

What we do not do

Create an account, place an order, use a members-only price we are not entitled to see, or infer shipping eligibility a page does not state.

Scope

What we collect on Total Wine & More, and what we do not

The right column matters more than the left. Anyone can list fields; the limits are what tell you whether the dataset will hold up.

✅ What we collect

Store on every price record
State as a separate dimension
In-store only flagged
Shipping eligibility as published
Formats kept as distinct SKUs
Per-litre beside observed price
Vintage and ABV in the SKU key
Delisting detection per store
Daily price refresh

❌ What we do not, and why

Accounts or orders
One national price
Inferred shipping rules
Login-only pricing
Customer or reviewer identities

Core Total Wine & More fields

The full dictionary is agreed during scoping. These are the fields specific to this platform.

Field	What it is on this platform
sku_key	Brand, expression, vintage, format, ABV
brand / expression	As listed
category / subcategory	Wine, spirits, beer, RTD
abv_pct / volume_ml	As labelled
price / price_per_litre	Observed and normalised
store_id / store_zip	Selected store
state	Jurisdiction
fulfilment	in_store_only, pickup, ship
ships_to_state	As published
listed / delisted_at	Presence per store
source / captured_at	Per record

Use cases

What teams do with Total Wine & More data

Price benchmarking

Same SKU across stores and states.

Distribution checks

Where a listing exists and where it does not.

Format strategy

Per-litre economics across pack sizes.

Assortment tracking

New listings and quiet delistings.

The 24-hour sample — run on your sources, not ours

Send us a Total Wine & More item or category list. We run real collection against it and return the output within 24 hours, with the platform-specific fields populated so you can check them yourself rather than take our word for it.

Real extraction from your actual sources
Returned within 24 hours
Coverage and QA note included
You keep the data either way
No card, no trial clock
Named engineer on the call

Get my free sample Book a 20-min scoping call Reply within one business day. Reference calls available under NDA.

How we engage

Three ways to engage us

Same collection pipeline and QA underneath. The difference is who holds the schedule and how the data reaches you.

Managed service (most common)

We own the collection, the QA and the delivery. You receive clean data on a schedule and never touch a scraper.

Dedicated engineer assigned to your account
Site changes fixed by us, not reported to you
Scheduled delivery to your warehouse or S3
Named contact on Slack or email

Best fit: Teams who need the data, not the infrastructure.

API access

The same collection pipeline exposed as an authenticated REST endpoint your systems query directly.

On-demand and scheduled endpoints
Rate limits agreed to your load profile
Sandbox keys for integration testing
Versioned schema with deprecation notice

Best fit: Product and engineering teams building on live data.

One-time or project extraction

A defined pull for a specific question — market sizing, diligence, a pitch, a one-off audit.

Fixed scope agreed in writing upfront
Single delivery with full QA report
Methodology documented for your records
Converts to managed if you want continuity

Best fit: Research, strategy and diligence work with a deadline.

Pricing

Every engagement is quoted individually, because the honest answer depends on your scope: how many sources, how many records, how often, and how the data reaches you. We scope it with you, run a free pilot on your own sources, and then quote a fixed monthly figure — no per-request metering and no overage billing when volumes move. Request a quote and you will have a number after one call.

Total Wine & More is usually collected alongside its competitors

Almost nobody buys a single platform in isolation. Total Wine & More data becomes useful when it sits next to the competitor set on one schema, refreshed on one schedule, so a price index or availability comparison is genuinely like-for-like.

That is what wine, spirits & liquor data covers, and a Total Wine & More-only engagement can be expanded into it without rebuilding. If you already know you need several platforms, start there instead — it is the same pipeline and usually the better scoping conversation.

FAQ

Total Wine & More data scraping: frequently asked questions

Platform-specific questions, including what cannot be collected here.

No. Price resolves against a selected store, and the record says which.

Never. Collection stops at the public listing.

We record what the page states by state. We do not infer eligibility.

No. Each format is its own SKU, with a per-litre figure beside it.

As many as the scope asks for. Each one is collected separately.

It depends on the store count and refresh.

Talk to us.

See real Total Wine & More data before you commit to anything

Send us an item or category list. We return the output within 24 hours with the platform-specific fields populated.

Get a free sample Talk to an engineer

Free pilot, no card, no obligation. If we cannot collect a field you need on this platform, the sample shows you that too.

Hear It Directly from Our Clients

Watch how businesses like yours are using Actowiz data to drive growth.

▶

1 min

★★★★★

"Actowiz Solutions offered exceptional support with transparency and guidance throughout. Anna and Saga made the process easy for a non-technical user like me. Great service, fair pricing!"

Thomas Galido

Co-Founder / Head of Product at Upright Data Inc.

▶

2 min

★★★★★

"Actowiz delivered impeccable results for our company. Their team ensured data accuracy and on-time delivery. The competitive intelligence completely transformed our pricing strategy."

Iulen Ibanez

CEO / Datacy.es

▶

1:30

★★★★★

"What impressed me most was the speed — we went from requirement to production data in under 48 hours. The API integration was seamless and the support team is always responsive."

Febbin Chacko

-Fin, Small Business Owner