August 31, 2026 
3 min read 
A great salesperson does more than point to the first product that sounds relevant.
They listen, understand what the customer actually needs, know the catalogue, explain the options, and help the customer navigate the available choices.
That is the experience we’ve moved much closer to with the latest update to Clerk.io Chat.
Chat now explores and understands your catalogue before deciding what to recommend. It works through the shopper’s requirements against the products you actually sell, then puts the strongest matches in front of them.
The result is more precise recommendations, more relevant shopping conversations, and a smoother path from “I’m looking for…” to the right product on screen.
Chat explores before it recommends
Instead of immediately guessing which products might fit, Chat first investigates the catalogue.
It considers what the shopper has asked for, looks at the relevant products and their details, and then decides which options genuinely match.
This makes the conversation feel more like talking to a passionate salesperson who knows the full range—not a chatbot matching a few words to a product title.
It understands real shopping conversations
Shoppers do not always ask for products in neat, searchable phrases. They might mention several requirements at once, including:
- Brand
- Budget
- Size
- Fitment or compatibility
- Features
- Personal preferences
Chat can work through those requirements naturally and compare them with what is actually available in the catalogue.
If a request is very specific, Chat can intelligently broaden its approach and surface the closest relevant options.
Recommendations stay grounded in your catalogue
Chat keeps its reasoning connected to the products and information in your catalogue.
When no exact match fits every requirement, it can widen the search and surface the closest relevant alternatives while making the trade-offs clear.
This keeps the conversation useful and helps shoppers continue exploring without losing sight of what they originally asked for.
Deeper product knowledge leads to better answers
Chat now has access to much richer product information when reasoning about recommendations.
This makes it significantly better at:
- Comparing products
- Understanding variants and models
- Reasoning about compatibility and fitment
- Understanding detailed product attributes
- Explaining why a product is the right choice
Instead of only showing an item, Chat can help the shopper understand why it fits their requirements and how it compares with the alternatives.
The whole shopping journey stays coherent
The products Chat intentionally recommends are the products the shopper actually sees.
Follow-up questions stay grounded in those products and in the conversation that led to them. Chat remembers what it has just shown, so the shopper can ask for a comparison, refine a requirement, or explore an alternative without starting over.
This creates a much more coherent journey from the first question to the final recommendation.
Your best salesperson, available 24/7
This update is about more than making Chat a little better at answering questions.
It brings your webshop closer to having its best salesperson available around the clock—one who knows the catalogue, understands what the customer is looking for, finds the right products, explains the choices, and guides the customer toward the best available option.
For shoppers, that means more intelligent conversations and more confidence in the products they see.
For your store, it means a clearer, smoother path from intent to the right product.
