01
Multi-modal Search
Lens combines image + text search so shoppers can search however they think — snap a photo, paste a link, or type a query — and still get high-recall results across billion-SKU catalogs in seconds.
In production at IndiaMART scale
Upload any product image and discover thousands of matching items from verified suppliers across India.
The Lens Advantage
01
Lens combines image + text search so shoppers can search however they think — snap a photo, paste a link, or type a query — and still get high-recall results across billion-SKU catalogs in seconds.
02
Instead of static rules, an agent decides in real time where personalization actually moves the needle, tuned against the metrics that matter (CTR, add-to-cart, conversion).
03
Layer in user-level personalization plus your own business logic (margins, inventory, promotions) so recommendations reflect how you actually want to sell.
See how it works!
The Lens flow
STEP 01
User upload a product photo/link/text whichever is convenient for them. Lens instantly surfaces visually similar products from verified suppliers, ranked by relevance.
STEP 02
They get exact matching product recommendation, based on our AI ranking. Checkouts accelerate with zero friction, driven by real-time ranking algorithms.
STEP 03
They can further chat with AI, ask follow-up questions, refine size, color, pattern and price bounds through conversational prompts to filter and buy the best product for them.
Case study - IndiaMART
KnowDis Lens owns and operates high-recall visual search in production for India's largest B2B marketplace.
Spanning tens of millions of products, our AI models neutralize raw, unedited, user-uploaded vendor photos to deliver accurate, instantly matching purchase options.
LENS PRODUCTION DATA
*Metrics verified in high-concurrency production environments containing adversarial, highly-skewed user imagery.
Deploy KnowDis Lens on your storefront today. Experience lightning-fast visual discovery tuned directly to your transactional conversion goals.