Lebesgue Data Reveals How AI Is Reshaping E-commerce and Marketing Decisions

Wilmington, DE - January 26, 2026 - As artificial intelligence continues to transform how consumers discover and engage with brands, e-commerce teams are facing an unexpected challenge: despite having more data and tools than ever before, marketing decision-making has not become easier. Lebesgue [https://lebesgue.io/], an AI-powered marketing intelligence platform for e-commerce brands, is sharing new insights into how AI is changing marketing performance-and why objective, cross-channel intelligence is becoming essential for sustainable growth.

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Across the e-commerce industry, marketing teams are inundated with dashboards, reports, and attribution models. Yet many still struggle to answer fundamental questions about what is actually driving growth, where to invest next, and how emerging AI-driven discovery channels are influencing performance. According to Lebesgue, the problem is not a lack of data but a lack of context and objectivity.

"E-commerce teams don't need more charts or metrics-they need better judgment," said the company spokesperson. "AI has dramatically increased the complexity of marketing, from creative generation to customer discovery. Without an intelligence layer that connects signals across channels and the broader market, decision-making becomes fragmented and biased."

Lebesgue's perspective is informed by aggregated, anonymized insights from more than 25,000 e-commerce brands and over $4 billion in historical marketing spend. This data set allows the company to identify patterns and blind spots that individual brands often cannot see on their own. Internal research has revealed significant shifts in ad creative patterns aligned with widespread AI adoption, including changes in copy structure and messaging approaches across major platforms.

The company has also observed early evidence that AI-driven discovery channels are becoming commercially meaningful. Lebesgue data shows a 40x increase in ChatGPT-referred traffic to e-commerce stores in the last year, with early indicators suggesting higher conversion rates and revenue per session compared to average traffic sources. These trends point to a future in which customer discovery is increasingly influenced by AI systems rather than traditional search and social alone.

At the center of Lebesgue's platform is Henri AI, an AI agent designed to function as a "CMO layer" for e-commerce brands. Instead of focusing on reporting what already happened, Henri connects first-party data with market- and competitor-level signals to help teams decide what to focus on next. The goal, Lebesgue emphasizes, is not to replace marketers but to support more objective, informed decision-making in an increasingly complex environment.

As AI continues to reshape digital advertising, creative strategy, and customer discovery, Lebesgue positions objective intelligence as a competitive advantage. By reducing bias, fragmentation, and over-reliance on isolated dashboards, e-commerce brands can make clearer decisions about growth.

To learn more about Lebesgue's research and its approach to AI-driven marketing intelligence, visit https://lebesgue.io [https://lebesgue.io/]. Follow Lebesgue on LinkedIn for insights on how AI and data are reshaping e-commerce marketing decisions: https://www.linkedin.com/company/lebesgue.

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About Lebesgue

Lebesgue is an AI-powered marketing intelligence platform built for e-commerce brands. It helps teams understand what is driving their marketing results and where to focus next. Instead of only reporting metrics, Lebesgue analyzes data across channels, customers, creatives, and competitors to surface clear insights. The platform is trained on aggregated data from more than 25,000 e-commerce brands and billions of dollars in marketing spend. Lebesgue's approach is designed to reduce bias and fragmentation in marketing decisions, supporting marketers as customer discovery and digital advertising continue to evolve.
Media Contact
Company Name: Lebesgue
Contact Person: Josip Begic
Email: Send Email [http://www.universalpressrelease.com/?pr=lebesgue-data-reveals-how-ai-is-reshaping-ecommerce-and-marketing-decisions]
Phone: +3859 1733 0939
Country: United States
Website: https://lebesgue.io

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