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Expert articles for quick and easy answers to all your ecommerce questions.
Article

Score Your AI Readiness Before Shopping Agents Do It for You

Score your product data across four layers, from feed hygiene to AI syndication, with this practical AI-readiness checklist for retail teams.

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Article

Marketplace Expansion Without the Chaos

Marketplace expansion gets held up by operational overhead. See how one enriched product record makes adding Amazon, eBay, and social channels routine.

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Intent-Based Merchandising and the AI Agent Advantage

Keyword search misses shopper intent. Discover how intent-based merchandising boosts conversion today and AI agent visibility tomorrow.

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Article

From Search Bar to Shopping Agents: How Product Discovery Is Evolving

On-site product search and AI agent discoverability share the same catalog foundation. Product data enrichment improves both. Learn where to start building it.

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Article

TikTok Shop Content Only Looks Spontaneous

Creators drive 60–75% of TikTok Shop sales. See the product-data system behind creator-led Discovery Commerce, and how to organize teams for it.

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Article

Pressure Makes Diamonds: How Online Retailers Win Discovery

Costs are climbing and discovery is shifting to AI. See how AS Colour, Meshki, and Showpo turn pressure into product discovery wins with optimized data.

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Article

Your Product Reviews are Training a Salesperson You Didn’t Hire

Reviews are now trust signals AI agents read before they buy. See what product reviews and Google's Merchant API mean for agentic checkout.

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Article

Your Product Listing Faces Three Referees

Optimize one product record for Google, marketplaces, and social. Win Google relevance, the Amazon buy box, and social feeds from a single source.

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Article

Earning the click: from discovery to checkout

Discover how product feed optimization, AI-powered search, and merchandising improve product discovery, shopper trust, and ecommerce performance.

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Article

How retailers can defend against rising costs by lifting AOV

Rising costs are squeezing retailer margins. Learn proven strategies to increase average order value, improve profitability, and grow revenue without relying on discounts.

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