Case Studies
Proven in production
From our own D2C product to extension integrations and partner deployments -- AI-powered commerce technology live and delivering results.
LMK.today
Flagship D2CLiveOur flagship direct-to-consumer product -- AI-powered shopping, search, deal discovery, and cross-merchant comparison built for real consumers.
Challenge
Build a full D2C shopping experience that proves the entire AI commerce stack end-to-end: AI-powered search and ranking, deal scoring, cross-merchant comparison, merchant routing, and recommendation -- all serving real consumers with real revenue.
Approach
LMK.today is the reference implementation for everything LMK Labs offers. AI models power search ranking, deal scoring, and product matching behind the scenes -- users get better results without ever interacting with an AI interface. The same stack that runs LMK.today powers every partner deployment and extension integration.
Results
- Production D2C proof of the full AI commerce stack
- AI-powered search, ranking, and deal scoring live with real consumers
- Cross-merchant comparison and economics-optimized routing
- Reference implementation for partner and extension deployments
Sick Podcast
PartnerLiveCommerce integration for an engaged podcast audience with high purchase intent and strong brand affinity.
Challenge
Sick Podcast needed to monetize their highly engaged audience through commerce without disrupting the content experience their listeners valued. Generic affiliate widgets didn't match the brand's voice or audience expectations.
Approach
LMK Labs integrated contextual product discovery that matched Sick Podcast's editorial voice and visual language. Merchant routing was configured to align with their partnership agreements, and the experience was tuned for high-intent purchase behavior.
Results
- Commerce revenue without content experience degradation
- Routing aligned to partner-specific economics
- Product surfacing matched to audience intent
- Seamless integration with existing content platform
CraftyBartending.com
PartnerLiveDiscovery-driven shopping embedded in a creative content experience -- bridging inspiration and purchase.
Challenge
CraftyBartending.com's audience browses for inspiration, not specific products. The challenge was bridging the gap between creative discovery and actionable commerce in a way that felt natural to the platform.
Approach
LMK Labs built discovery-forward product surfacing that complemented CraftyBartending.com's creative browsing patterns. Rather than traditional search, the integration used contextual signals to surface relevant products alongside content -- turning inspiration into commerce.
Results
- Discovery-to-purchase journeys within creative content
- Product surfacing driven by contextual relevance
- Commerce integrated without disrupting creative flow
- Multi-provider coverage for niche product categories
Gap
PartnerLiveA bespoke, brand-safe AI shopping experience built for a global retailer with strict governance and tone requirements.
Challenge
A global retail brand needed an AI-powered shopping assistant that operates within strict brand guidelines -- right tone, curated product scope, and safety guardrails that off-the-shelf tools can't provide.
Approach
LMK Labs built a bespoke agentic shopping experience with configurable tone, brand-specific constraints, and curated catalog integration. The assistant guides users through goal-directed commerce conversations while respecting the brand's governance requirements.
Results
- Brand-safe AI shopping assistant with governance controls
- Configurable tone and conversational constraints
- Curated catalog integration with brand-specific scope
- Goal-directed shopping flows within brand guidelines
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