Commerce solutions
Stay visible from discovery through repeat purchase
AI shopping, recommendations, and re-engagement for retailers, brands, and agencies—built on LMK's production commerce stack.
Why partners work with us
Problems we help you solve
Brands and retailers face the same pressure: more channels, more AI-mediated discovery, and fewer guaranteed touchpoints. We help you solve for engagement, conversion, and retention in one stack.
Improve retention
Wishlists, save-for-later, and personalized follow-ups keep your brand in the journey after the first visit—when AI and competitors are pulling attention elsewhere.
Lift conversion
Guided AI shopping and smarter on-site discovery reduce decision fatigue and route users to the right product faster, on your properties and partner surfaces.
Expand retail media
Sponsored placements and commerce modules that respect brand safety while opening new revenue lines beyond traditional display.
Win AI-mediated discovery
Stay visible as shoppers use assistants and aggregators—with AI visibility, recommendations, and re-engagement built for how discovery is changing.
In practice
Brand-safe AI commerce, live with partners
From bespoke retailer assistants to publisher gift guides and D2C products, LMK powers guided discovery and monetization-aware routing on your terms.
Example: brand-safe AI shopping assistant for a global retailer
What LMK provides
Customizable technology for retailers, brands, and agencies—license, co-build, or embed on your surfaces.
- AI shopping experiences
- Wishlist and save-for-later functionality
- Personalized recommendations
- AI visibility (AIV)
- Retail media opportunities
- Customer re-engagement tools
D2C Commerce Products
Challenge
Going direct-to-consumer with a shopping product means solving discovery, recommendation, monetization, and merchant routing all at once. Most teams either bolt on generic affiliate tools or spend years building infrastructure.
Our approach
We've built a production D2C product (LMK.today) and can bring the same AI-powered stack to your brand. Search, discovery, deal scoring, recommendation, and merchant economics -- all proven with real consumers. License the technology or let us co-build.
Key capabilities
- Full-stack D2C commerce infrastructure
- AI search, discovery, and recommendation
- Deal scoring and offer ranking
- Merchant economics and routing
- Proven with real consumer traffic at LMK.today
- License, co-build, or advisory engagement models
Publishers & Media
Challenge
Publishers want commerce revenue from gift guides, seasonal content, and editorial -- but building and maintaining product feeds, merchant relationships, and checkout journeys is a full-time job.
Our approach
AI-orchestrated product discovery plugs into editorial workflows, automatically matching content context to relevant products. No need to build a full commerce team -- the infrastructure handles discovery, AI ranking, and monetization-aware routing.
Key capabilities
- AI-matched editorial-to-product journeys
- Seasonal and gift guide commerce
- Multi-source product discovery
- Revenue without a dedicated commerce team
Brand Partnerships
Challenge
Brands want AI-powered shopping experiences, but need them to be on-brand: right tone, curated product scope, and safety guardrails. Off-the-shelf tools don't offer that control.
Our approach
Bespoke AI shopping experiences built with configurable tone, constraints, and product scope. The agentic assistant clarifies intent, compares options, and guides users through brand-safe commerce conversations.
Key capabilities
- Brand-safe AI shopping assistant
- Configurable tone and product scope
- Curated catalogs with governance controls
- Goal-directed conversational commerce
Embeds & Widgets
Challenge
On-site commerce modules need to surface relevant products and route users to the right merchants -- without breaking the host site's UX or loading performance.
Our approach
Lightweight embeddable modules with AI-orchestrated discovery and monetization-aware outbound journeys. Models rank and match products behind the scenes -- designed to integrate cleanly with minimal footprint.
Key capabilities
- AI-ranked on-site product discovery
- Monetization-aware outbound routing
- Lightweight integration footprint
- Configurable look and behavior
Search Infrastructure
Challenge
Building production-quality product search means juggling multiple data sources, ranking strategies, and edge cases. Keyword matching alone misses intent; single-provider indexes miss products.
Our approach
AI-powered search orchestration: fast paths for responsiveness, deep passes for comprehensive recall, multi-provider backfill for long-tail coverage. Models handle relevance ranking, intent classification, and 'best for...' recommendations automatically.
Key capabilities
- AI-powered search orchestration
- Multi-provider backfill for long-tail
- Intelligent relevance ranking and intent classification
- Category hubs and guided flows
Ready to talk?
Share your brand, retailer, or agency goals—we'll outline how LMK can support conversion, retention, and AI-era discovery.
Partner with UsReady to add commerce intelligence to your product?
Let's explore how LMK Labs technology can work for your team.