Market Data Centre
Methodology & Definitions
About the IRP Market Data Centre
The IRP Market Data Centre combines researched market intelligence with first-party eCommerce benchmark data to provide a quantitative view of UK and Irish eCommerce.
The Market Data Centre brings together three distinct datasets:
- Market Data – Estimated market sizes and market structure.
- Merchant Data – Estimated merchant online turnover and market position.
- Benchmark Data – Operational eCommerce metrics calculated directly from trading data within the IRP platform.
Together these datasets help merchants understand their markets, benchmark their performance and make better commercial decisions.
The Market Data Centre currently focuses on B2C eCommerce within Great Britain, Northern Ireland and Ireland.
Market Data
Market Size Estimates
There is no single authoritative source for the size of every eCommerce market. Published estimates often differ because of varying definitions, methodologies and market boundaries.
IRP estimates market sizes using multiple sources, including:
- Government statistics
- Industry and sector reports
- Public company accounts
- Merchant websites
- Marketplace information
- Trade publications
- Search and traffic estimates
- IRP market research
- First-party IRP trading data where appropriate
Where several sources are available, IRP compares the available evidence and adopts the estimate considered most representative of the defined market.
Market size figures should therefore be regarded as informed estimates rather than audited values and are reviewed as better information becomes available.
Merchant Data
Estimating Merchant Online Turnover
Most merchants do not publish their online turnover separately from other business activity.
Many combine online and physical retail, B2C and B2B sales, marketplaces, international trading and multiple websites. Direct measurement is therefore rarely possible. We are estimating their B2C online turnovers only.
IRP estimates online turnover using observable commercial indicators, including:
- Estimated website traffic
- Market conversion rates
- Average order values
- Product pricing
- Public company information
- Search visibility
- Marketplace presence
- Sector knowledge
A simplified turnover estimate is based on:
Estimated Sessions × Estimated Conversion Rate × Estimated Average Order Value
Merchant turnover figures are intended to indicate relative online scale and market position. They should not be interpreted as audited financial information.
IRP welcomes feedback where merchants believe published estimates can be improved.
Benchmark Data
The distinguishing feature of the IRP Market Data Centre is its first-party benchmark data.
Unlike survey-based reports, benchmark metrics are calculated directly from operational trading data recorded within the IRP platform using consistent definitions, attribution methods and calculations.
Benchmark data currently includes metrics such as:
- Sales Growth
- Sales Forecast
- Cost Per Acquisition
- Conversion Rate
- Average Order Value
- Average Selling Price
- Traffic Channel Share
- Others
Benchmark figures are aggregated to protect the confidentiality of individual merchants.
| Metric |
Calculation |
| Sales Forecast |
Machine-learning forecast based on historical and live trading data. |
| Cost Per Acquisition |
Marketing Cost ÷ Revenue × 100 |
| Conversion Rate |
Transactions ÷ Sessions × 100 (Session Conversion Rate) |
| Average Order Value |
Revenue ÷ Orders |
| Average Selling Price |
Revenue ÷ Units Sold |
| Traffic Channel Share |
Channel Revenue ÷ Total Revenue × 100 |
Calculations are performed using the underlying trading data before published values are rounded for presentation.
Attribution
Traffic-channel reporting uses IRP's first-party Last Click Attribution model.
Each completed order is attributed to the final recognised traffic source before purchase. This provides a consistent method for calculating channel revenue, channel share and marketing cost across all merchants.
Free traffic — including direct visits, organic search and unpaid referrals — is grouped under Direct.
No attribution model captures every customer interaction. IRP uses Last Click because it provides a clear, transparent and repeatable standard for benchmarking.
Further information is available in the IRP Tracking and Attribution Standard for Service Providers.
Agency Data
The Market Data Centre includes selected agency information derived from measurable merchant performance.
The current dataset is intended to provide directional insight and will continue to improve as additional data becomes available.
Understanding the Data
The Market Data Centre contains three different types of information.
| Data Type |
Description |
| Measured |
First-party operational data recorded directly through the IRP platform. |
| Researched |
Information obtained from public reports, company accounts and other published sources. |
| Estimated |
Information modelled where authoritative public data does not exist, including market sizes and merchant online turnover. |
The strength of the IRP Market Data Centre is the combination of researched market intelligence with directly measured operational benchmark data.
Feedback
The Market Data Centre is continually evolving.
IRP welcomes feedback from merchants, agencies and industry participants and will review corrections or additional information where appropriate.
Market Data Feedback
Right to Use the Data
IRP Market Data may be used free of charge provided that IRP Commerce is clearly acknowledged as the source.
Recommended citation: Source: IRP Commerce
