Catalog-grounded answers
Answer product questions.
AI CORE CAPABILITY · E-Commerce & Retail
Help shoppers find products that fit their needs.
Guide shoppers using verified catalog details and budget constraints, escalating when no reliable match exists.
- Answer product questions.
- Apply feature and suitability filters.
- Recommend from the approved catalog.
Tell us what you need; we will define the scope and setup steps with you.
★★★★★Explore customer experiencesE-commerce Product AdvisorExample workspace
Find suitable options in the catalogIllustrative workspace
Buyer needs → verified catalog check → options or team handoff
Desk lampAdjustable head
Work lightFixed head
Sample product attributes
Source: Verified product catalog and buyer enquiryCatalog-grounded answers
Need and attribute filtering
KEY FEATURES
What this product will handle for your team.
Practical capabilities with a clear role in your workflow.
Need and attribute filtering
Apply feature and suitability filters.
Relevant product suggestions
Recommend from the approved catalog.
USE CASES
How could this fit your day-to-day work?
Explore the need, the proposed approach and your team's role.
SELECTED USE CASE
A shopper asks for features within a budget
- 01THE NEED
A shopper needs advice on devices that meet several requirements within a fixed budget.
- 02AI APPROACH
Clarify requirements, match verified attributes and show options using current price and stock data.
- 03NEXT STEP
Deliverable: Source-backed comparison and product shortlist. Success metric: Purchase rate after product recommendations.
SELECTED USE CASE
No verified matching item exists in the catalog
- 01THE NEED
No in-stock product with verified attributes meets the shopper's stated needs.
- 02AI APPROACH
If no verified product matches, do not fabricate specifications or stock; offer clarification and human assistance.
- 03NEXT STEP
Deliverable: A captured requirement and a human handoff without a fabricated recommendation.
CUSTOMER EXPERIENCES
Experiences from our customers.
Hear from customers using the product in their business workflows.
★★★★★
When a user says 'I am just starting running and my knee hurts', it recommends precisely the right shoes. Our customer satisfaction has risen greatly.
Emrecan TokSporMalzemeleri.com
★★★★★
It creates product routines based on skin type and presents them to customers, delivering a 30% increase in our average basket value.
Banu ÇelebiKozmetikTrend
The experiences shared reflect each customer’s individual project scope.
OTEMATIK · NEXT STEP
Adapt this workflow to your business.
YOUR QUESTIONS
What to know before implementation.
Review the product scope, connection requirements and approval points.
How does this solution work?
Shoppers leave a broad catalog when they cannot find the right specifications.
Source and need
A shopper needs advice on devices that meet several requirements within a fixed budget.
Can the assistant invent stock or specifications?
No. Recommendations rely on approved catalog and available inventory data; uncertainty is surfaced.
What is included in the scope and outputs?
Deliverable: Source-backed comparison and product shortlist. Success metric: Purchase rate after product recommendations.
Deliverable: A captured requirement and a human handoff without a fabricated recommendation.
Implementation is scoped after checking access and data in the customer’s systems; no prebuilt connection is assumed.
How do quoting, setup and connections work?
Let’s define the scope together.
Workflow setup, integration assessment for suitable systems, testing, monitoring and ongoing management. Core deliverable: Source-backed comparison and product shortlist.
store catalog, verified product attributes, prices and inventory data
Which steps belong to AI and your team?
Analysis and workflow
Clarify requirements, match verified attributes and show options using current price and stock data.
Proposed output
Deliverable: Source-backed comparison and product shortlist. Success metric: Purchase rate after product recommendations.
Team review
Authorization, approval steps and exception owners are agreed with your team during setup.
Business rules
Implementation is scoped after checking access and data in the customer’s systems; no prebuilt connection is assumed.
How are data, access and security handled?
Your information is collected to review your request and contact you about it. This form does not collect marketing permission. Please do not share sensitive personal information.
What data and systems are needed for catalog-grounded answers?
Setup reviews access to store catalog, verified product attributes, prices and inventory data. Data scope, permissions and transfer methods depend on the client environment; a ready-made connector is not assumed.
OTEMATIK · NEXT STEP
Let’s define the right scope for your business.
Share your current process and required connections. Our team will help define the implementation scope and next steps.