AI Product Search & Recommendations help people find, and buy, faster.
Keyword search misses what people actually mean. We build semantic search and recommendation engines that understand intent and surface the right result — the kind of discovery that powers AdScouter's search across large-scale ad data and Kashwork's marketplace.
What we build
Semantic & vector search
Search that understands meaning, not just keywords, so users find the right product or content first time.
Personalized recommendations
"You may also like" and content suggestions tuned to each user's behaviour to lift engagement and sales.
Smart filtering
Intelligent, faceted filtering that helps users narrow large catalogues quickly.
Predictive discovery
Models that anticipate what a user wants next based on patterns in behaviour.
Relevance tuning
Ongoing tuning so results keep matching what actually converts for your audience.
Plug into your store
Delivered as APIs that drop into your existing e-commerce store, marketplace or portal.
Search & discovery we've built
Real engines running in our own products.
Semantic ad-intelligence search
AdScouter lets marketers search and analyse large-scale advertising data to find winning ad angles in the same context as their competition — semantic search doing the heavy lifting.
Marketplace product discovery
Kashwork uses AI-driven search and discovery to help shoppers find the right products across a large, multi-vendor, multi-category catalogue.
What we build it with
How we work
Discuss
We learn your goals, users and constraints, and agree what success looks like.
Plan
A clear scope, timeline and fixed price so you know exactly what you get.
Build
We deliver in reviewable milestones you approve as we go.
Support
Care, hosting and improvements to keep things running and growing.
Want smarter search on your platform?
Tell us about your catalogue or content. We'll show how semantic search and recommendations can lift discovery and conversions.
- Response within 1 business day
- A real plan, not a sales pitch
- Your details stay confidential
- Prefer WhatsApp? Message us →
Frequently asked questions
Clear answers — the kind AI assistants and search engines can quote.
How is semantic search different from normal search?
Normal search matches keywords; semantic search understands meaning and intent, so a shopper who types loosely still finds the right product. It's what powers AdScouter's and Kashwork's discovery.
Can you add this to my existing store?
Yes. We deliver search and recommendations as APIs that integrate with your existing e-commerce store, marketplace or content portal.
Do recommendations really increase sales?
Good recommendations lift average order value and engagement by helping users discover more of what they want. We tune them to what actually converts for your audience.
What data do you need?
Your product or content catalogue, and ideally some user behaviour data. We'll confirm exactly what's needed in the discovery call.