PROPOSED PROJECT
Skincare Routine Finder
Build a product finder that explains a brand-approved skincare routine using your own catalog and usage guidance.
Example brief
A skincare brand sells a cleanser, hydrating serum, moisturizer, and several optional treatments. It wants to answer “I want a short evening routine” using only its approved product-role and compatibility guidance. The pilot must keep unsupported medical advice out of the response.
Example output
- Request: “A short evening routine using this range.”
- Draft: select only steps allowed by the approved evening-routine rules.
- Explanation: link each suggested product to its actual usage record; flag unavailable products.
WHAT IS USUALLY DONE
Shoppers combine product pages, social advice, and customer-service answers to work out a routine. A generic chatbot can recommend unsupported combinations or make claims the brand has never approved.
WHAT SOVRUN CAN DO FOR YOU
Sovrun would scope a finder to one skincare range. Visitors choose a shopping goal and preferred routine length; explicit product rules determine eligible steps, and AI explains the proposed routine using approved instructions. Medical questions are redirected rather than answered.
How we’d deliver it
Define
Identify the product roles and combinations the brand is prepared to recommend.
Build
Combine a rules-based product selection with explanations drawn from the source guidance.
Evaluate
Test short routines, unavailable products, conflicting requests, and questions the finder must decline.
Where AI helps
AI interprets ordinary-language preferences and writes explanations backed by your product records. Approved rules control compatibility, order, exclusions, and product eligibility.
What people approve
The brand’s product specialist approves every routine rule and example answer. The system does not diagnose skin conditions from text or photos.
What we’d need from you
- Product instructions and approved claims
- Reviewed routine and compatibility rules
- Support questions and escalation language
What you’d receive
- One-range routine finder prototype
- Reviewed routine and answer library
- Source and product-rule maintenance guide
How we’d test it
Check that every routine follows the approved rules and that every explanation is supported by a current product record.
Prepared for Beauty & personal care. We would agree on the work after reviewing your brief, materials, and requirements.
This is a proposed project, not completed client work. The examples show what we would use and produce, not measured results.
