Browser solutions
Give users a reason to come back to your browser
AI shopping, discovery, and monetization for browser teams—without building the commerce stack from scratch.
Why partners work with us
Problems we help you solve
Most browser teams are sitting on strong distribution but underused engagement. We focus on outcomes that move retention and revenue—not feature lists for their own sake.
Reduce churn
Give habitual users something to return for—AI shopping assistants, deal surfaces, and wishlists that make your browser part of how they shop, not just how they search.
Supplement revenue
Layer affiliate monetization, sponsored commerce, and search monetization on existing traffic without degrading the experience or rebuilding your entire ads stack.
Re-engage stale users
Introduce fresh, visible capabilities—personalized discovery, compare-and-save flows, and assistant-led research—that bring dormant installs back into daily use.
Ship without the build
Skip years of merchant integrations, ranking models, and commerce data pipelines. LMK provides production-hardened infrastructure you embed in new tabs, sidebars, or extensions.
In practice
Commerce and discovery, built into the browser
LMK integrates AI shopping assistants, affiliate and search monetization, wishlists, and sponsored commerce directly into browsers, launchers, extensions, and desktop shells—one of many ways partners deploy the stack.
What LMK provides
Production infrastructure for partners who need to move fast—without standing up a full commerce engineering org.
- AI shopping experiences
- Affiliate monetization
- Wishlist technology
- Sponsored commerce
- Search monetization
- User engagement tools
Browser & extension integrations
Challenge
Browsers, launchers, extensions, and desktop surfaces 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 browser or 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 and guided discovery, whether in a sidebar, new tab, or in-page overlay.
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 or browser shell architecture
Ready to talk?
Tell us about your browser, extension, or desktop platform—we'll map how LMK can help with retention, revenue, and what to ship next.
Partner with UsReady to add commerce intelligence to your product?
Let's explore how LMK Labs technology can work for your team.