1
Describe
Customers type or dictate what they need, including size, region, budget, delivery constraints, and quality preferences.
Shop Assistant
AI finds products, compares offers, records selected merchant choices, and keeps follow-up refinements in one secure workspace.
Text or voice
Natural product requests
Private history
Customer dashboards
Role control
Admin-only settings
Live shopping request
AI search ready
Customer request
Find a red silk skirt, size 52, 48 cm long, delivered in Czech Republic.
Silk blend skirt, red, EU 52
1 290 CZK
Select
Formal red midi skirt
1 080 CZK
Refine
Customer dashboard
Searches42
Saved criteria8
ProfilesFamily
Admin settings
Max results20
Execution modeSync
Role gate
From request to decision.
The service turns messy shopping intent into comparable offers, then keeps the full trail available to the right customer or operator.
2
Compare
AI extracts intent, searches merchant pages, ranks offers, and keeps budget, delivery, quality, brand, or size refinements one click away.
3
Decide
Each merchant redirect can save the selected product, so customers can reopen the seller or refine alternatives from the dashboard.
Every customer gets a private workspace.
The dashboard is built around authenticated history: searches, selected offers, follow-up refinements, reusable saved criteria, and profiles for different buyers.
✓Authenticated `/api/me` endpoints keep dashboard data scoped to the signed-in customer.
✓Saved searches and profiles can be reused for family, teams, or recurring purchasing patterns.
✓Expired or invalid tokens are cleared instead of showing private dashboard data.
Customer dashboard
Private
History
School shoes size 355 offers, 1 selected
Compact washing machine12 offers, price refined
Winter jacket under 150 EURSaved as recurring search
Profiles and criteria
MomEU 39
ChildAge 8
DeliveryCZ
Admin control without exposing unsafe settings.
Operators can manage prompts, AI model routing, overview metrics, and safe runtime settings behind JWT and role checks.
Role-protected admin panel
Admin screens require authenticated users with `global:superadmin` or `app:shop-assistant:admin` roles for sensitive operations.
Open adminEditable service settings
Safe settings such as execution mode and maximum search results are persisted and applied to the application runtime.
Review settingsOperational overview
Admin summary data shows sessions, searches, leads, prompts, models, and current safe settings from one surface.
Authentication microservice aligned
The public page routes users to the dashboard, while protected API surfaces rely on JWT guards and role metadata.
AI transparency: Shop Assistant uses AI systems for speech-to-text, language understanding, search, and generated recommendations. Results should be verified before purchase.
Try the request flow.
Start an anonymous shopping session from the landing page, or sign in first to keep the request in your dashboard history.
Bring this buying assistant into your customer flow.
Send a request for a commercial setup, integration, or managed search workflow. Text, voice, and documents are supported.
✓Lead capture supports text, multiple contact methods, optional voice messages, and documents.
✓REST APIs support session creation, query processing, feedback, product choice, profiles, and saved criteria.
✓Legal pages and cookie consent remain available from the public site.
EU AI Act transparency: You are interacting with an AI-enabled service. Shop Assistant can use speech-to-text, language models, search providers, and automated ranking to process requests and identify products. Verify merchant pages, prices, delivery terms, and suitability before purchase.