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Vetrina Retail & Media MeasurementVerified3.8(2) ItalyDemo listing

Grocery and drugstore POS sell-out by store cluster: Italy, Spain, France

Weekly scanned sales in units and value by SKU and store cluster from 11,800 partner grocery and drugstore outlets in Italy, Spain and France, with price and promotion flags.

from €28,000 / year

Spec sheet

Data product · Listing updated 11 Nov 2026

Coverage
3 countries

Show all 3 countries
Europe (3)

France, Italy, Spain

History
Since 2016
Update frequency
Weekly

Every Wednesday for the week ending Sunday

Volume
410K entities

11,800 outlets and about 410,000 active EANs

Suitable for

Mid-market, Enterprises

Delivery methods
  • Snowflake share
  • SFTP
  • Azure Blob Storage
  • Dashboard / web app
Formats
  • CSV
  • Parquet
  • Excel
Data source

Point-of-sale feeds licensed from partner grocery and drugstore retailers

Collection method

Weekly retailer feeds harmonized to the Vetrina product dictionary and projected to the market universe

Overview

Weekly point-of-sale data from partner retailers, aggregated to store clusters so no single store or retailer is exposed.

What's included

  • Units, value sales and average shelf price by EAN and week
  • Store clusters by banner type (hypermarket, supermarket, discount, drugstore), NUTS 2 region and size band
  • Promotion flags (temporary price reduction, multibuy, in-store display) supplied by retailers
  • Numeric and weighted distribution per SKU
  • Vetrina product dictionary: brand, manufacturer, category, segment and pack size

How buyers use it

  • Manufacturers compare sell-out with shipments and catch stock-outs or delistings early
  • Category managers benchmark their range against the market by region and channel
  • Revenue management teams measure promotional uplift and cannibalization
  • Investors follow branded versus private-label trends

Coverage and methodology

Data comes from licensed agreements with partner retailers covering 11,800 outlets: roughly 4,900 in Italy, 3,600 in Spain and 3,300 in France. Partner coverage is strongest in supermarkets and drugstores and lighter in hard discount, so projected market totals are calculated with universe weights from our annual store census, and the projection factor is published on every row. Clusters always contain at least eight stores from at least two retail groups, which keeps each retailer's data confidential. Weeks close on Sunday and are delivered on Wednesday.

Data dictionary

14 fields as documented by Vetrina Retail & Media Measurement.

FieldTypeDescriptionExample
week_endingdateSunday that closes the trading week—
countrystringISO 3166-1 alpha-2 country code—
store_cluster_idstringCluster of at least eight stores from two or more retail groups—
banner_typestringhypermarket, supermarket, discount or drugstore—
region_nuts2stringNUTS 2 region code—
eanstringProduct barcode (EAN-13)—
brandstringBrand from the Vetrina dictionary—
categorystringVetrina category—
units_soldnumberUnits scanned in the week—
value_sales_eurnumberValue sales including VAT, EUR—
avg_price_eurnumberAverage shelf price paid, EUR—
promo_flagstringtpr, multibuy, display or none—
weighted_distributionnumberShare of category sales in stores stocking the SKU—
projection_factornumberFactor used to project the cluster to the market universe—

Sample

Real rows from the provider's sample file. Personal data is masked before anything is shown.

sample.csv9 columns · showing 3 of 3 rows
Sample preview: first 3 rows of sample.csv
week_endingstringcountrystringstore_cluster_idstringbanner_typestringeanstringbrandstringunits_soldstringvalue_sales_eurstringpromo_flagstring
2026-11-01ITIT-SUP-NW-03supermarket8000000000017Demo Pasta1842023944.60tpr
2026-11-01ESES-DRG-CT-01drugstore8400000000025Example Care31208392.80none
2026-11-01FRFR-HYP-IDF-02hypermarket3000000000031Sample Café965538523.45multibuy

Pricing

Prices in EUR, as published by Vetrina Retail & Media Measurement

  • Yearly licence

    one category, one country

    from €28,000
  • Yearly licence

    multi-category, three countries

    from €95,000

Converted amounts use DataStoa display rates and are approximate. Vetrina Retail & Media Measurement quotes the final price, taxes and terms.

Request detailed pricing

Coverage

3 countries.

Europe

3 countries
  • France
  • Italy
  • Spain

Time coverage: 2016 to present.

Quality

Provider-reported

AccuracyShare of records the provider has checked as correct.
98%
CompletenessShare of expected records present.
96%

Latency: Every Wednesday for the week ending Sunday

DataStoa has not audited these figures. Ask the provider how they are measured, or test them on a sample.

Licensing and usage rights

The licence is agreed directly between you and Vetrina Retail & Media Measurement. This summary is provider-reported; the linked terms prevail.

  • Internal analytics

Not listed: use in commercial products, AI / ML model training, AI retrieval and grounding, redistribution allowed, marketing and outreach, research use. Ask Vetrina Retail & Media Measurement if you need any of these.

About Vetrina Retail & Media Measurement

Vetrina Retail & Media MeasurementVerified provider

Retail sell-out, CPG share and advertising measurement for Southern Europe

Vetrina measures what sells in Southern European grocery and drugstore channels and what advertisers spend to sell it. Retail sell-out comes from partner retailers' point-of-sale feeds, and media data from monitored TV, digital and out-of-home inventory plus an opt-in household panel.

Also available on: Snowflake Marketplace, Microsoft Azure

Typical reply time
Within 9 hours
Response rate
91%
Certifications
ISO 27001, ISO 27701
Privacy compliance
GDPRProvider-reported

Reviews

What buyers say about Vetrina Retail & Media Measurement. Reviews cover the provider, not only this listing.

3.8
3.8

from 2 reviews

Data quality
4.0
Volume and coverage
3.5
Value for money
3.5
Customer service
4.0
  • 3.8 Verified purchaseDemo listing11 Nov 2026

    Ad spend estimates helped us benchmark clients

    TV and out-of-home spend estimates for Spain gave us a defensible share-of-voice view for pitches. Digital estimates are rougher, which they acknowledge. Creative archive search is fast.

    Data quality
    4/5
    Volume and coverage
    3/5
    Value for money
    4/5
    Customer service
    4/5

    Pablo D., Media planning director, Independent media agency

  • 3.8 Verified purchaseDemo listing11 Nov 2026

    Store-cluster sell-out data we could act on

    Seeing sell-out by store cluster rather than national totals showed where our promotions worked in the north and failed in the south. Good data, but the three-country tier was more than our budget allowed this year.

    Data quality
    4/5
    Volume and coverage
    4/5
    Value for money
    3/5
    Customer service
    4/5

    Giulia B., Brand manager, Italian food manufacturer

Questions buyers ask