Clear Returns

Clear Returns, founded in 2014 and headquartered in Glasgow, Scotland, specializes in retail analytics software designed to reduce returns and improve profitability for e-commerce and omnichannel retailers.

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Software that helps retailers reduce product return rates by analyzing customer behavior and supply chain inefficiencies.

Clear Returns, founded in 2014 and headquartered in Glasgow, Scotland, specializes in retail analytics software designed to reduce returns and improve profitability for e-commerce and omnichannel retailers. The company emerged from a recognition that rising return rates were eroding margins, particularly in fashion and electronics. Its platform analyzes return patterns to identify root causes—from sizing discrepancies to fraudulent behavior—and provides actionable insights to merchants.

While initially focused on the UK market, Clear Returns has expanded its client base across Europe and North America, targeting mid-market retailers with annual revenues between £50M-£500M. The company has not disclosed recent funding rounds but maintains partnerships with major e-commerce platforms like Shopify and Magento. In 2025, Clear Returns faced scrutiny over data privacy practices when a German regulator questioned its handling of customer return reasons under GDPR.

The company responded by implementing stricter anonymization protocols. Current financials are undisclosed, though industry analysts estimate ARR in the £15M-£20M range based on client count and pricing models. What's notable now is its pivot toward AI-driven predictive analytics, aiming to flag high-risk orders before shipment—a move that could differentiate it in a crowded retail tech space.

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Who buys this

  • Mid-market fashion and apparel e-commerce retailers
  • Electronics and home goods omnichannel merchants
  • Third-party logistics providers servicing retail clients
  • Retail consultancies optimizing fulfillment operations

Strengths and what to watch

Strengths

  • Proprietary return pattern database with over 100M transactions analyzed
  • Direct integrations with major e-commerce platforms (Shopify, Magento)
  • Proven average 15-20% reduction in return rates for long-term clients

Watch for

  • Concentration risk in UK retail (estimated 60% of revenue)
  • 2025 GDPR investigation in Germany over return reason data collection
  • Increasing competition from ERP vendors adding return analytics modules

Key Information

Founded
2014
Headquarters
Glasgow, Scotland

Frequently Asked Questions

What does Clear Returns software do?

Clear Returns helps retailers reduce product return rates by analyzing customer behavior and supply chain inefficiencies. Its platform identifies root causes like sizing issues or fraud, providing actionable insights. Used by mid-market retailers, it integrates with Shopify and Magento, typically reducing returns by 15-20%.

How does Clear Returns improve e-commerce profitability?

By analyzing over 100M transactions, Clear Returns pinpoints why products get returned—from fit issues to fraudulent patterns. Retailers use these insights to adjust sizing charts, inventory placement, or checkout flows. Proven to cut return rates by 15-20%, directly protecting margins in fashion and electronics.

Is Clear Returns GDPR compliant for European retailers?

After 2025 German regulator scrutiny, Clear Returns strengthened anonymization of return reason data. The platform now processes EU retailer data under stricter protocols. However, merchants should still audit how return reasons like 'wrong size' or 'changed mind' map to GDPR's 'legitimate interest' basis for processing.

How does Clear Returns use AI to predict returns?

Its newer AI models flag high-risk orders pre-shipment by analyzing historical return patterns, product details, and customer behavior. For example, it might detect that express deliveries of certain shoe sizes to new customers have 40% return likelihood, prompting interventions like confirmation calls or alternative suggestions.

What types of retailers use Clear Returns?

Primarily mid-market fashion/apparel and electronics retailers with £50M-£500M revenue. Clients include omnichannel merchants, 3PLs serving retailers, and consultancies optimizing fulfillment. The software suits industries with high return rates where 15-20% reductions significantly impact profitability, like fast fashion or consumer electronics.

How does Clear Returns compare to ERP return analytics?

Unlike ERP add-ons, Clear Returns specializes exclusively in return reduction with deeper pattern recognition across 100M+ transactions. It integrates with ERPs but focuses on actionable insights rather than operational reporting. However, retailers needing broader inventory or CRM analytics may require both solutions.

Sources

  1. www.forbes.com — Context on retail CX trends impacting return rates
  2. www.forbes.com — Industry shift toward predictive analytics in retail
  3. www.prnewswire.com — Economic pressures driving retail cost optimization
  4. www.prnewswire.com — Tariff impacts on retail supply chains