Solutions
AI-driven commerce for every surface
From browser extensions with deal finding to full D2C shopping products -- we provide the AI and commerce infrastructure so you can focus on your product.
Browser Extensions
Challenge
Extensions need to surface deals, compare prices across merchants, detect coupons, and recommend products -- all in real time. Building the commerce data pipeline, AI ranking, and merchant integrations from scratch is a massive undertaking.
Our approach
LMK Labs provides the complete intelligence layer behind your extension: real-time deal finding, cross-merchant price comparison, coupon detection, and AI-powered product recommendations. Our models run behind the scenes -- your users see better deals, not a chatbot.
Key capabilities
- Real-time deal finding and coupon detection
- Cross-merchant price comparison
- AI-powered product recommendations
- Sub-second response times for in-page overlays
- Economics-aware merchant routing
- Works with any extension architecture
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 add commerce intelligence to your product?
Let's explore how LMK Labs technology can work for your team.