Daily aggregated debit and credit card spend for 42,000 UK merchants from a de-identified panel of 2.4 million consumers, mapped point in time to 640 listed tickers since 2017.
Data product · Listing updated 11 Nov 2026
United Kingdom
Daily aggregates at T+3 days
42,000 merchants built from about 1.9 billion underlying transactions
Mid-market, Enterprises
De-identified card transactions from issuing partners and consented open-banking connections
Merchant-string cleaning and brand mapping; aggregation with minimum panel thresholds; reweighting to national statistics
See how UK consumer brands are trading weeks before they report, from aggregated card spend.
Daily spend, transaction counts, active panelists and average ticket for about 42,000 merchants, split by online and in-store channel, with brand, parent company and ticker mappings. Each series is available raw and reweighted to national spending statistics. Every row carries the timestamp it was first published, and mapping changes are versioned so backtests use the mapping that applied at the time.
The panel combines de-identified card transactions from issuing partners with consented open-banking connections, about 2.4 million active UK consumers in total. Data is de-identified before Tillroll receives it, and only aggregated outputs are delivered: any merchant-day cell with fewer than 50 distinct panelists is suppressed. Merchant descriptors are cleaned and mapped to brands with a mix of rules, models and analyst review, covering about 93% of panel spend. The panel skews slightly younger and more digital than the population, so weights by age, region and income are applied and documented. Data is delivered at T+3 days, with history from 2017. A compliance pack covering sourcing, consent, the DPIA summary and our MNPI policy is available to prospective buyers.
12 fields as documented by Tillroll Spend Insights.
| Field | Type | Description | Example |
|---|---|---|---|
| date | date | Transaction date | — |
| merchant_id | string | Tillroll merchant ID | — |
| brand | string | Consumer-facing brand | — |
| ticker | string | Listed parent ticker valid on the date | — |
| channel | string | online or in_store | — |
| total_spend_gbp | number | Panel spend in GBP, weighted | — |
| transaction_count | integer | Panel transactions | — |
| active_panelists | integer | Distinct panelists transacting | — |
| avg_ticket_gbp | number | Average transaction value | — |
| yoy_growth_pct | number | Weekday-aligned year-on-year growth | — |
| is_weighted | boolean | True for reweighted series | — |
| available_at | datetime | When the row was first published | — |
Real rows from the provider's sample file. Personal data is masked before anything is shown.
| datestring | brandstring | tickerstring | channelstring | total_spend_gbpstring | transaction_countstring | yoy_growth_pctstring |
|---|---|---|---|---|---|---|
| 2026-11-01 | Demo Grocers | DEMO | in_store | 1842300 | 61420 | 3.8 |
| 2026-11-01 | Example Fashion | EXMPL | online | 412870 | 9310 | -6.2 |
| 2026-11-01 | Sample Coffee Co. | SMPL | in_store | 96410 | 21880 | 11.4 |
Prices in GBP, as published by Tillroll Spend Insights
sector bundle, up to 100 tickers
full ticker universe with history
Converted amounts use DataStoa display rates and are approximate. Tillroll Spend Insights quotes the final price, taxes and terms.
Request detailed pricing1 country.
Time coverage: 2017 to present.
Provider-reported
Latency: Daily aggregates at T+3 days
DataStoa has not audited these figures. Ask the provider how they are measured, or test them on a sample.
The licence is agreed directly between you and Tillroll Spend Insights. This summary is provider-reported; the linked terms prevail.
Not listed: use in commercial products, AI / ML model training, AI retrieval and grounding, redistribution allowed, marketing and outreach. Ask Tillroll Spend Insights if you need any of these.
Aggregated card, receipt and open-banking spend panels for investors
Tillroll builds de-identified consumer spending panels from consented card, e-receipt and open-banking data in the UK and US. Investors and consumer brands use its aggregated, ticker-mapped outputs to track sales trends before companies report.
Also available on: Snowflake Marketplace, AWS Data Exchange
What buyers say about Tillroll Spend Insights. Reviews cover the provider, not only this listing.
from 2 reviews
Our compliance team got complete answers to the due-diligence questionnaire, including consent and de-identification, within a week. The panel churn adjustments are explained in detail. It is not cheap, and the full universe tier is a stretch for us.
Priya S., Head of data strategy, Multi-strategy asset manager
For the large retailers we cover, the panel's quarterly growth lined up with reported like-for-like sales closely enough to be useful ahead of trading updates. Ticker mapping handles brand portfolios properly. Smaller names are noisier, as the coverage notes say.
James C., Equity analyst, Long/short hedge fund