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Marketplace Web UI Architect
Creates complete, conversion-aware marketplace interfaces for buyers, sellers, guests, vendors, and operators. Covers homepage architecture, taxonomy, search, autocomplete, filters, sorting, listing cards, seller profiles, reviews, saved items, comparison, messaging, multi-seller checkout, bookings, quote requests, seller onboarding, inventory, orders, payouts, trust, moderation, accessibility, analytics, QA, and developer handoff.
$7.99
Marketplace Web UI Architect
Example session with this skill installed
Marketplace name
SupplyBridge
Marketplace type
B2B supplier and wholesale product marketplace
Primary buyers
Independent retailers
E-commerce brands
Hospitality businesses
Procurement teams
Regional distributors
Primary sellers
Manufacturers
Wholesalers
Importers
Approved distributors
Private-label suppliers
Guest capabilities
Browse categories
Search listings
View product pages
View supplier profiles
Compare products
Save temporary selections
Authentication required before sending a quote request or messaging a supplier
Admin or operator roles
Marketplace Administrator
Supplier Verification Reviewer
Listing Moderator
Dispute Reviewer
Finance Operator
Support Agent
Primary buyer job
Find suitable suppliers, compare minimum orders, evaluate lead times and verified qualifications, and request quotes.
Primary seller job
Create a trusted supplier profile, publish complete wholesale listings, respond to quote requests, manage availability, and track buyer inquiries.
Transaction model
Request for quotation
Direct inquiry
Approved instant purchase for selected listings
Hybrid
Revenue model
Supplier subscription
Verified commission on supported transactions
Promoted listings
Exact fees require verification
Core entities
Buyer
Supplier
Supplier Team Member
Category
Product Listing
Quote Request
Quote
Message
Order
Invoice
Review
Verification Record
Certification
Saved List
Comparison Set
Dispute
Payout
Categories
Food and Beverage
Home and Furniture
Beauty and Personal Care
Apparel
Packaging
Hospitality Supplies
Electronics
Industrial Supplies
Listing types
Wholesale Product
Made-to-Order Product
Private-Label Product
Custom Product
Instant-Purchase Product
Quote-Only Product
Price models
Per unit
Per case
Per pallet
Starting at
Price range
Custom quote
Volume tiers
Exact pricing requires verification
Availability model
In stock
Made to order
Supplier confirmation required
Lead time
Minimum production quantity
Exact availability requires verification
Fulfillment model
Supplier fulfilled
Freight
Parcel delivery
Buyer-arranged shipping
Pickup
Exact responsibility requires verification
Payment model
Off-platform invoice for quote-based orders
Marketplace payment for supported direct purchases
Exact behavior requires verification
Payout model
Applicable only to marketplace-processed transactions
Exact payout schedule and reserves require verification
Review model
Verified transaction review where supported
Buyer rates product quality, communication, accuracy, and fulfillment
Exact eligibility and moderation require verification
Trust model
Supplier identity verification
Business verification
Approved certification review
Verified transaction reviews
Marketplace reporting
Dispute support
All claims require verification
Seller verification
Business documents
Identity of authorized representative
Bank or payout information where applicable
Certification evidence
Exact requirements and review process require verification
Dispute or cancellation model
Depends on transaction type
Marketplace-processed orders may support disputes
Off-platform quote transactions have different responsibilities
Exact policies require verification
Search requirements
Search products
Suppliers
Categories
Brands
Materials
Exact supplier identifiers
Filter requirements
Category
Location
Minimum order
Lead time
Price basis
Supplier type
Verification status
Certification
Private-label support
Customization
Shipping region
Rating
Review count
Comparison requirements
Compare products within the same category
Show price basis
Minimum order
Lead time
Supplier
Location
Verification
Certifications
Customization
Shipping
Policies
Saved-item requirements
Project-based procurement lists
Preserve supplier, listing, selected quantity, and note
Support sharing with approved buyer-team members
Messaging requirements
Buyer and supplier threads
Listing context
Quote context
Attachments
System messages
Reporting
No private contact details before approved stage unless permitted
Seller onboarding
Account
Business type
Business verification
Supplier profile
Shipping regions
Capabilities
Certifications
First product listing
Review
Approval
Listing creation
Category
Title
Media
Description
Specifications
Materials
Minimum order
Price model
Lead time
Customization
Availability
Shipping
Policies
Preview
Moderation
Seller dashboard
Quote requests
Messages
Listings
Availability
Orders
Reviews
Subscription
Promoted listings
Analytics
Verification tasks
Frontend stack
Next.js
React
TypeScript
Tailwind CSS
Radix UI
Algolia-style search service
Stripe-style marketplace payments for supported transactions
Design system
Custom B2B design system using shadcn/ui and Storybook
Responsive targets
Wide desktop
Desktop
Laptop
Tablet
Mobile for buyer discovery and urgent seller tasks
Accessibility target
WCAG 2.2 AA implementation review
Localization
English initially
Spanish, German, French, and Portuguese planned
Multi-currency display planned
Allow at least 35% text expansion
Analytics
Search submitted
Filter applied
Listing viewed
Supplier profile viewed
Listing saved
Comparison started
Quote request started
Quote request submitted
Supplier response
Seller onboarding started
First listing submitted
Listing published
Need output
Complete marketplace architecture
Role model
Homepage
Taxonomy
Search
Autocomplete
Filters
Sorting
Product and supplier cards
Listing pages
Supplier profiles
Ratings and reviews
Saved procurement lists
Comparison
Messaging
Quote flow
Direct-purchase checkout
Seller onboarding
Listing creation
Seller dashboard
Order states
Payout states
Trust and safety
Moderation
Responsive behavior
Accessibility
Analytics
Experiment roadmap
Developer handoff
Acceptance criteria
Regression tests
QA checklist
Risk assessment
Need variations
Search-First B2B Marketplace
Supplier-Trust Marketplace
Procurement-Workflow Marketplace
Special constraints
Do not invent supplier verification.
Do not invent certification validity.
Do not invent prices, fees, lead times, inventory, shipping, or payout dates.
Clearly distinguish marketplace-processed and off-platform transactions.
Do not label promoted listings as organic results.
Preserve search and filter state.
Do not expose private buyer or supplier documents.
- Read your context and instructions
- Compiled the marketplace web ui
- Generated the UI component
=== MARKETPLACE WEB UI ARCHITECTURE ===
Marketplace
SupplyBridge
Marketplace Type
B2B supplier and wholesale product marketplace
Primary Buyer Conversion
Submit a qualified request for quotation.
Primary Seller Conversion
Complete verification and publish the first approved wholesale listing.
=== EXECUTIVE SUMMARY ===
SupplyBridge should be designed as a search-first B2B marketplace with strong supplier context, structured wholesale attributes, transparent transaction types, and persistent procurement workflows.
The primary buyer experience should help procurement teams:
- Search products and suppliers.
- Filter by minimum order, lead time, location, and verified capabilities.
- Compare compatible listings.
- Review supplier profiles.
- Save products to procurement lists.
- Submit structured quote requests.
- Manage supplier responses.
The primary seller experience should help suppliers:
- Complete progressive verification.
- Create a supplier profile.
- Publish complete wholesale listings.
- Respond to quote requests.
- Manage availability and lead-time information.
- Track messages, orders, reviews, and account tasks.
=== ROLE ARCHITECTURE ===
Guest
- Search
- Filter
- View products
- View supplier profiles
- Compare products
- Save temporary selections
Buyer
- Create procurement lists
- Share approved lists
- Request quotes
- Message suppliers
- Review quotes
- Complete supported purchases
- Review verified transactions
Supplier
- Manage supplier profile
- Complete verification
- Create listings
- Manage availability
- Respond to quotes
- Message buyers
- Manage supported orders
- Review account analytics
Operator Dependencies
- Supplier verification
- Listing moderation
- Certification review
- Dispute review
- Finance operations
- Support
=== INFORMATION ARCHITECTURE ===
Buyer Navigation
- Home
- Categories
- Search
- Suppliers
- Saved Lists
- Comparisons
- Quote Requests
- Messages
- Orders
- Account
Supplier Navigation
- Overview
- Quote Requests
- Listings
- Availability
- Orders
- Messages
- Reviews
- Analytics
- Verification
- Subscription
- Settings
=== HOMEPAGE ===
Hero Heading
Find Wholesale Products and Qualified Suppliers
Hero Search
Search products, suppliers, materials, or categories
Primary CTA
Search Marketplace
Secondary Seller CTA
Sell on SupplyBridge
Primary Sections
- Search and category discovery
- Popular wholesale categories
- Featured verified suppliers, when verified
- How quote requests work
- Buyer trust and transaction explanation
- Seller onboarding value
- Recently viewed or saved items for returning users
- FAQ
=== TAXONOMY ===
Category
Packaging
Children
- Food Packaging
- Cosmetic Packaging
- Shipping Boxes
- Glass Containers
- Flexible Packaging
Required Attributes
- Material
- Unit
- Minimum Order
- Customization
- Lead Time
- Shipping Regions
Optional Attributes
- Certification
- Recycled Content
- Printing Options
- Sample Availability
Governance
Category and attribute changes require approved operational ownership.
=== SEARCH ARCHITECTURE ===
Searchable Entities
- Products
- Suppliers
- Categories
- Brands
- Materials
- Exact Identifiers
Autocomplete Groups
- Categories
- Products
- Suppliers
- Recent Searches
Every suggestion displays
- Entity type
- Label
- Supporting context
- Match reason
Search Results
Use separate tabs or clearly labeled groups for Products and Suppliers.
Do not mix supplier profiles and product listings without entity labels.
=== FILTER SYSTEM ===
Primary Filters
- Category
- Supplier Location
- Minimum Order
- Lead Time
- Price Basis
- Supplier Type
- Verification
- Certification
- Private-Label Support
- Customization
- Shipping Region
- Rating
- Review Count
Mobile Pattern
Full-screen filter view.
Mobile Actions
- Clear All
- Show Verified Result Count
Requirements
- Preserve selections.
- Display applied-filter chips.
- Maintain URL state.
- Restore focus after closing.
- Retain filters after visiting a listing.
=== SORTING ===
Options
- Most Relevant
- Minimum Order: Low to High
- Lead Time: Shortest First
- Highest Rated
- Most Reviewed
- Newest Listings
Most Relevant requires a documented ranking model.
=== PRODUCT CARD ===
Include
- Product image
- Product title
- Supplier name
- Supplier location
- Price basis
- Minimum order
- Lead time
- Verification state
- Rating and review count
- Private-label availability
- Save action
- Compare action
- Promoted label when applicable
Avoid
- Unverified scarcity
- Hidden minimum orders
- Price without unit
- Verification badges without definitions
=== SUPPLIER CARD ===
Include
- Supplier name
- Logo
- Primary categories
- Location
- Verified state
- Rating
- Review count
- Minimum-order context
- Private-label support
- Approved certifications
- View Supplier CTA
=== LISTING PAGE ===
Recommended Order
- Product title
- Supplier identity
- Media
- Price basis
- Minimum order
- Lead time
- Availability
- Customization options
- Primary CTA
- Shipping regions
- Specifications
- Certifications
- Policies
- Reviews
- Supplier profile
- Related listings
Primary CTA
Request a Quote
Secondary Actions
- Save to Procurement List
- Add to Comparison
- Message Supplier
=== PRICE COMMUNICATION ===
Display
- Verified currency
- Price unit
- Minimum order
- Volume-tier context
- Additional fees where verified
- Custom-quote status
Examples
€4.20 per unit
Minimum order: 500 units
or:
Custom Quote
Minimum order: 2 pallets
Do not show an unsupported fixed price for quote-only listings.
=== SUPPLIER PROFILE ===
Sections
- Overview
- Product Catalog
- Capabilities
- Locations
- Shipping Regions
- Customization
- Approved Certifications
- Ratings and Reviews
- Policies
- Contact or Quote CTA
Trust
Each verification and certification label should link to an explanation of what was verified and what was not.
=== REVIEW SYSTEM ===
Display
- Average rating
- Review count
- Rating distribution
- Verified-transaction status
- Product category
- Review date
- Supplier response
- Rating dimensions
Possible Dimensions
- Product Accuracy
- Product Quality
- Communication
- Fulfillment
All dimensions require policy approval.
=== SAVED PROCUREMENT LISTS ===
A saved item preserves
- Listing
- Supplier
- Selected quantity
- Price context
- Availability state
- Buyer note
- Date saved
List Actions
- Rename
- Share with approved team members
- Add to Comparison
- Request Quotes
- Remove
- Export where authorized
Changed State
The price, minimum order, or availability has changed since this item was saved.
=== COMPARISON ===
Eligibility
Only products in compatible categories and price models.
Dimensions
- Supplier
- Location
- Price Basis
- Minimum Order
- Lead Time
- Verification
- Certifications
- Customization
- Shipping
- Reviews
- Policies
Mobile
Use a selected-product switcher and grouped comparison dimensions.
=== QUOTE REQUEST FLOW ===
Step 1:
Buyer Requirement
Fields
- Product
- Quantity
- Specifications
- Customization
Step 2:
Delivery Context
Fields
- Delivery Country or Region
- Target Date
- Shipping Preference
Step 3:
Supporting Information
Fields
- Attachments
- Optional Message
- Preferred Response
Step 4:
Review and Submit
Final CTA
Send Quote Request
Requirements
- Preserve drafts.
- Explain which suppliers receive the request.
- Avoid requesting unnecessary sensitive information.
- Show verified response expectations only.
- Distinguish submitted from viewed or responded.
=== QUOTE STATES ===
- Draft
- Submitted
- Viewed, when supported
- Clarification Requested
- Supplier Responded
- Accepted
- Declined
- Expired
- Withdrawn
Do not invent view or delivery status.
=== SELLER ONBOARDING ===
Step 1:
Create Supplier Account
Step 2:
Choose Supplier Type
Step 3:
Business Verification
Step 4:
Create Supplier Profile
Step 5:
Add Capabilities and Shipping Regions
Step 6:
Add Approved Certifications
Step 7:
Create First Listing
Step 8:
Review and Submit
States
- In Progress
- Verification Pending
- Action Required
- Approved
- Rejected
- Suspended
=== LISTING CREATION ===
Sections
- Category
- Product Title
- Media
- Description
- Specifications
- Materials
- Price Model
- Minimum Order
- Lead Time
- Customization
- Availability
- Shipping
- Policies
- Preview
Requirements
- Category determines required attributes.
- Drafts are preserved.
- Missing information is identified.
- Sellers can preview product cards and listing pages.
- Moderation states remain distinct from technical errors.
=== SELLER DASHBOARD ===
Priority Modules
- New Quote Requests
- Buyer Messages
- Listings Requiring Attention
- Verification Tasks
- Availability Alerts
- Supported Orders
- Payout Issues
- Review Responses
Avoid decorative metrics that do not support seller action.
=== TRUST AND SAFETY ===
Buyer Trust
- Verified supplier states
- Approved certification states
- Transparent fees
- Structured reviews
- Secure messaging
- Reporting
- Dispute guidance
Seller Trust
- Buyer-account state
- Quote context
- Payment status for supported transactions
- Cancellation guidance
- Payout clarity
- Reporting
Do not imply marketplace protection for off-platform transactions unless verified.
=== RESPONSIVE ARCHITECTURE ===
Desktop
- Sidebar filters
- Multi-column result grids
- Full comparison
- Rich supplier dashboards
Tablet
- Collapsed navigation
- Filter drawer
- Reduced card density
- Simplified comparison
Mobile
- Persistent search access
- Full-screen filters
- Decision-focused product cards
- Reachable Quote CTA
- Visible supplier context
- Sequential comparison
- Keyboard-safe messaging
- Urgent seller tasks
- No page-level horizontal scrolling
=== ACCESSIBILITY REQUIREMENTS ===
- Semantic search
- Accessible autocomplete
- Labeled filters
- Dynamic-result announcements
- Clear product-card links
- Alternative text
- Rating semantics
- Price and unit clarity
- Verification text
- Keyboard navigation
- Visible focus
- Dialog and drawer focus management
- Accessible comparison
- Mobile keyboard support
- Zoom and reflow
- Non-color status communication
- Carousel alternatives
- Touch-target review
=== ANALYTICS EVENT MAP ===
Event
search_submitted
Properties
- query_category
- entity_scope
- device_type
Do Not Include
Raw sensitive queries
Event
filter_applied
Properties
- filter_id
- selected_count
- result_count_bucket
Event
listing_viewed
Properties
- category_id
- listing_type
- supplier_verification_state
- source
Event
quote_request_started
Properties
- category_id
- source
- device_type
Event
quote_request_submitted
Properties
- category_id
- quantity_bucket
- attachment_present
- device_type
Event
seller_onboarding_completed
Properties
- seller_type
- verification_path
- device_type
Privacy
Do not include buyer messages, supplier documents, addresses, payment details, quote attachments, certification files, or private business information.
=== EXPERIMENT ROADMAP ===
Experiment 1:
Search-First Homepage
Hypothesis
Prominent product and supplier search will improve qualified marketplace discovery compared with a category-first homepage.
Primary Metric
Search-to-qualified-listing-view rate
Experiment 2:
Supplier Context on Product Cards
Hypothesis
Showing supplier identity, location, and verified state on cards will improve qualified listing engagement.
Primary Metric
Listing-to-quote-start rate
Guardrail
Supplier-profile abandonment
Experiment 3:
Quote-Request Progress
Hypothesis
A four-step structured quote flow will improve qualified completion compared with one long form.
Primary Metric
Qualified quote-request completion
Guardrails
Submission quality
Completion time
Experiment 4:
Saved Procurement Lists
Hypothesis
Project-based saved lists will increase return use and multi-item quote activity.
Primary Metric
Saved-list-to-quote-request rate
=== DEVELOPER HANDOFF ===
Required Components
- MarketplaceHeader
- GlobalSearch
- SearchAutocomplete
- CategoryNavigation
- FilterView
- AppliedFilterChip
- SortControl
- ProductCard
- SupplierCard
- ListingGallery
- PriceDisplay
- VerificationBadge
- RatingSummary
- SupplierProfileHeader
- SavedList
- ComparisonView
- MessagingThread
- QuoteRequestForm
- SellerOnboarding
- ListingEditor
- ListingPreview
- SellerDashboard
- OrderStatus
- PayoutStatus
- ModerationState
Required Data Models
- Buyer
- Supplier
- SupplierMember
- Category
- Listing
- Attribute
- Price
- Availability
- Verification
- Certification
- Review
- SavedList
- Comparison
- QuoteRequest
- Quote
- Message
- Order
- Payment
- Payout
- Dispute
Implementation Rules
- Preserve search and filter state.
- Label entity types.
- Disclose promoted listings.
- Verify every trust claim.
- Show price units.
- Keep seller context visible.
- Distinguish off-platform and marketplace transactions.
- Preserve quote drafts.
- Protect private documents.
- Implement accessible dynamic states.
- Avoid duplicate analytics events.
=== ACCEPTANCE CRITERIA ===
Search Context
Given a buyer applies filters and opens a listing,
when the buyer returns to results,
then the query, filters, sorting, comparison selections, and relevant result position remain available.
Sponsored Disclosure
Given a listing is promoted,
when it appears in search results,
then it is clearly labeled as promoted in a way that is visually and programmatically understandable.
Price Unit
Given a wholesale listing displays a price,
when the buyer reviews the card and listing,
then the currency, price unit, minimum order, and custom-quote status are clear.
Verification
Given a supplier displays a verification state,
when the buyer opens its explanation,
then the interface states what was verified and avoids implying broader approval.
Quote Draft
Given a buyer completes part of a quote request,
when navigation or a recoverable error interrupts the flow,
then entered information remains available according to verified persistence behavior.
Mobile Comparison
Given a buyer compares three products on a narrow mobile viewport,
when reviewing dimensions,
then all compatible product information remains accessible without page-level horizontal scrolling.
=== REGRESSION TEST MATRIX ===
Roles
- Guest
- Buyer
- Buyer Team Member
- Supplier
- Supplier Team Member
- Operator
Listing Types
- Instant Purchase
- Quote Only
- Made to Order
- Private Label
- Unavailable
- Under Review
- Archived
Search States
- Results
- No Exact Match
- Zero Results
- Corrected Query
- Loading
- Error
Quote States
- Draft
- Submitted
- Viewed
- Responded
- Accepted
- Declined
- Expired
- Withdrawn
Responsive
- Small Mobile
- Standard Mobile
- Tablet
- Laptop
- Desktop
- 200% Zoom
Accessibility
- Keyboard
- Screen Reader
- Reduced Motion
- Reflow
- Dynamic Results
- Dialogs
- Filters
- Comparison
=== QA CHECKLIST ===
Discovery
- Verify homepage.
- Verify categories.
- Verify search.
- Verify autocomplete.
- Verify entity labels.
- Verify no-result recovery.
Filters
- Verify values.
- Verify persistence.
- Verify URL state.
- Verify applied chips.
- Verify Clear All.
- Verify mobile behavior.
Cards
- Verify listing type.
- Verify supplier.
- Verify price unit.
- Verify minimum order.
- Verify availability.
- Verify rating count.
- Verify sponsored disclosure.
Listings
- Verify media.
- Verify price.
- Verify availability.
- Verify seller context.
- Verify policies.
- Verify CTA.
- Verify related listings.
Seller Profiles
- Verify identity.
- Verify verification.
- Verify certifications.
- Verify reviews.
- Verify listings.
- Verify contact actions.
Transactions
- Verify quote requests.
- Verify messages.
- Verify cart.
- Verify checkout.
- Verify payment uncertainty.
- Verify confirmation.
Seller
- Verify onboarding.
- Verify drafts.
- Verify listing preview.
- Verify moderation states.
- Verify inventory.
- Verify orders.
- Verify payouts.
Accessibility
- Verify search.
- Verify filters.
- Verify cards.
- Verify ratings.
- Verify dialogs.
- Verify comparison.
- Verify keyboard.
- Verify screen readers.
- Verify zoom and reflow.
=== RISKS ===
Risk
Unverified suppliers appear endorsed by the marketplace.
Mitigation
Use clearly defined verification states and explain their scope.
Risk
Product cards hide minimum-order requirements.
Mitigation
Display minimum order and price unit before listing selection.
Risk
Search mixes supplier and product results.
Mitigation
Group and label entity types.
Risk
Buyer assumes the marketplace protects off-platform transactions.
Mitigation
Explain transaction responsibility and protection scope before action.
Risk
Seller documents are exposed.
Mitigation
Apply role-based access, masking, secure storage, and privacy review.
Risk
Promoted listings appear organic.
Mitigation
Use persistent and accessible promoted labels.
Risk
Mobile comparison becomes unusable.
Mitigation
Use grouped dimensions and selected-product switching.
=== KNOWN LIMITATIONS ===
- Supplier verification requires operational validation.
- Certification validity requires qualified review.
- Search quality requires real data and ranking evaluation.
- Availability and inventory require live-system validation.
- Payments, commissions, and payouts require financial testing.
- Reviews require eligibility and moderation validation.
- Accessibility requires implementation testing.
- Analytics must be implemented and verified.
- Experiment results require sufficient marketplace traffic.
- The architecture does not guarantee liquidity, trust, conversion, revenue, or reduced disputes.
=== FINAL INTEGRITY NOTE ===
All prices, fees, commissions, taxes, shipping terms, availability, fulfillment rules, reviews, ratings, seller verification, guarantees, refunds, cancellations, disputes, payment release, payouts, subscriptions, moderation, legal eligibility, and trust claims must be verified before publication.
The marketplace architecture is designed to improve discovery, trust, comparison, conversion readiness, seller usability, and implementation consistency. It does not guarantee marketplace liquidity, conversion, revenue, seller success, buyer trust, retention, or reduced disputes.
marketplace-web-ui-architect.tsx
TSX · React component
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
Marketplace Web UI Architect helps marketplace founders, e-commerce startups, B2B platforms, no-code builders, web agencies, product teams, and frontend developers design coherent, trustworthy, scalable, and implementation-ready multi-sided marketplace experiences.
The skill supports marketplaces for physical products, digital goods, professional services, local services, freelance talent, creators, wholesale suppliers, manufacturers, rentals, accommodations, real estate, education, events, tickets, appointments, subscriptions, software, AI agents, templates, datasets, classified listings, procurement, requests for quotation, peer-to-peer commerce, and hybrid transaction models.
It begins by defining the marketplace type, buyer and seller segments, guest capabilities, operator dependencies, transaction model, revenue model, fulfillment model, trust model, and primary marketplace risks.
The agent separates buyer, seller, vendor, guest, and operator responsibilities so each participant receives an interface appropriate to their goals, permissions, and stage of the marketplace journey.
For buyers, it creates discovery systems that help users understand what is available, find relevant listings, compare options, evaluate sellers, understand prices and policies, complete transactions, and recover from errors.
For sellers, it creates onboarding, verification, profile, listing, inventory, availability, order, messaging, fulfillment, review, payout, and analytics interfaces that make marketplace operations easier to understand and manage.
The skill creates marketplace homepages with clear value propositions, buyer and seller entry points, search, category discovery, curated listings, verified trust signals, marketplace education, and returning-user personalization.
It defines category and taxonomy systems using buyer-oriented terminology rather than internal database names. Category specifications can include parent and child relationships, required attributes, optional attributes, supported listing types, relevant filters, synonyms, localization notes, governance, and deprecation rules.
The search architecture can support products, services, vendors, categories, brands, locations, properties, events, exact identifiers, and other verified entity types. Search suggestions and results are grouped by entity type so users can distinguish listings, sellers, categories, locations, and recent searches.
The skill creates result pages with query context, result counts, active filters, sorting, maps where relevant, organic results, clearly labeled sponsored results, related searches, pagination, loading states, corrected-query states, low-confidence results, partial results, and useful no-result recovery.
Filter systems can include category, price, rating, review count, location, availability, delivery, seller type, verification, brand, condition, minimum order, lead time, service format, language, features, and marketplace-specific attributes.
Filters preserve state, remain visible as applied selections, support Clear All, maintain URL state where appropriate, support long option lists, remain accessible by keyboard, and transform into full-screen or drawer patterns on mobile.
The agent defines sorting options such as relevance, price, rating, recency, availability, delivery speed, distance, or review volume. Labels such as Recommended or Most Relevant are used only when the marketplace has a verified ranking model.
It creates separate product-card, service-card, and vendor-card systems. Cards prioritize the information needed for comparison, including title, seller, price unit, availability, delivery, rating, review count, location, verification, condition, minimum order, save state, and sponsored disclosure.
Listing-detail pages can include media galleries, title, category, seller identity, rating, reviews, price, price unit, availability, variants, specifications, delivery, service scope, fulfillment, policies, trust information, reviews, seller profiles, related listings, and the correct transaction CTA.
The CTA is selected according to the actual transaction model, including Add to Cart, Buy Now, Book Now, Check Availability, Request a Quote, Send Inquiry, Make an Offer, Reserve, Apply, or Contact Seller.
Price architecture can support fixed prices, ranges, starting prices, hourly rates, daily rates, per-unit pricing, subscriptions, minimum orders, deposits, custom quotes, auctions, and negotiable offers. Currency, unit, taxes, fees, shipping, deposits, renewal, and minimum commitments are displayed only from verified data.
Seller and vendor profiles can include identity, location, categories, verification, ratings, review counts, marketplace tenure, listings, portfolio, policies, response context, service area, team information, certifications, and contact actions.
Trust signals are never invented. Verification badges, transaction counts, certifications, ratings, response performance, background checks, insurance, guarantees, buyer protection, seller protection, and marketplace safety claims require verified evidence and clear definitions.
The skill creates structured rating and review systems with reviewer eligibility, rating dimensions, review timing, verified-purchase status, media, seller responses, moderation, edit windows, rating distribution, review counts, filters, and state handling.
Saved-item systems can preserve the listing, seller, selected variant, price at save time, availability, notes, lists, and comparison state. It defines behavior for unavailable, changed, archived, removed, expired, and variant-unavailable listings.
Guest saving can use temporary local persistence and post-authentication merging when supported. The skill specifies how duplicate saves, expired items, and authentication redirects should be handled.
Comparison systems determine which listings are compatible, which dimensions matter, how missing values appear, how differences are highlighted, how seller context remains visible, and how comparison transforms for mobile.
The skill creates marketplace messaging with listing context, order context, attachments, system messages, unread states, reporting, blocking, moderation, privacy controls, and verified delivery or read states.
Cart architecture can support single-seller and multi-seller transactions. Multi-seller carts group items by seller and clarify seller-specific shipping, fees, policies, minimums, delivery, fulfillment, and partial-checkout behavior.
Checkout architecture supports product purchases, bookings, deposits, quote acceptance, subscriptions, service milestones, digital delivery, and multi-seller orders. It preserves listing and seller context, shows all verified costs, explains fulfillment responsibility, supports safe recovery, prevents duplicate submissions, and provides clear confirmation.
Booking flows can define service selection, provider selection, location or delivery mode, date, time, duration, timezone, customer details, payment or deposit, policies, confirmation, rescheduling, and cancellation.
Quote-request flows can collect buyer needs, quantities, specifications, target dates, locations, budget ranges, attachments, and response preferences without requesting unnecessary sensitive information.
The skill defines quote and inquiry states such as draft, submitted, viewed, responded, clarification requested, accepted, declined, expired, withdrawn, delivered, replied, blocked, reported, and closed. Delivery and read status are used only when technically verified.
Seller onboarding can progressively cover account creation, seller type, identity or business verification, profile, payout setup, first listing, review, approval, and publication.
Seller verification states can include not started, in progress, pending review, action required, approved, rejected, suspended, and expired. Each state explains what happened, what remains available, and what the seller can do next.
Listing-creation architecture covers category, title, media, descriptions, attributes, pricing, inventory, availability, delivery, policies, preview, validation, moderation, and publication.
The skill defines listing states such as draft, incomplete, ready for review, under review, changes requested, approved, published, paused, out of stock, expired, rejected, archived, and removed.
Seller dashboards can include actionable listing performance, orders, messages, inquiries, inventory alerts, availability, reviews, payouts, returns, disputes, listing quality, account tasks, and verified marketplace metrics.
Order and fulfillment flows can cover pending payment, paid, accepted, processing, ready, shipped, delivered, completed, cancelled, returned, refunded, disputed, and partially fulfilled orders.
Inventory systems can support stock counts, capacity, calendars, lead times, made-to-order products, manual confirmation, reservations, and external synchronization.
Payout and commission interfaces can show available balances, pending balances, fees, commissions, reserves, refunds, payout methods, failed payouts, tax documents, and payout history based on verified financial rules.
Trust and safety architecture can include buyer protection, seller protection, reporting, policy guidance, secure messaging, dispute paths, fraudulent-behavior warnings, marketplace responsibility, verification explanations, and fee transparency.
Reporting flows can support prohibited listings, misleading information, counterfeit items, unsafe content, harassment, fraud, privacy concerns, incorrect categories, duplicate listings, and spam.
Moderation states are clearly separated from technical failures. They can include reported, under review, action required, restricted, removed, reinstated, appeal available, and closed.
Return, cancellation, and dispute experiences can support reason selection, evidence, policy review, buyer and seller responses, marketplace review, resolution, escalation, and appeal where verified.
The skill creates deliberate responsive behavior for desktop, tablet, and mobile. Search remains easy to access, mobile filters preserve state, cards prioritize decision information, CTAs remain reachable, seller identity remains visible, and comparison transforms without creating page-level horizontal scrolling.
Accessibility requirements cover semantic structure, search labels, autocomplete behavior, filter controls, result announcements, card links, alternative text, rating semantics, price and unit clarity, form labels, error relationships, modal and drawer focus, table semantics, comparison access, touch targets, visible focus, zoom, reflow, reduced motion, carousel alternatives, and mobile keyboard behavior.
The agent creates analytics event maps for discovery, search, filtering, listing engagement, seller profiles, saving, comparison, messaging, quote requests, booking, checkout, purchases, reviews, seller onboarding, listing publication, seller operations, and disputes.
It also creates marketplace metrics, experiment roadmaps, marketplace audits, conversion-leak reports, risk assessments, developer handoffs, implementation sequences, acceptance criteria, regression tests, QA checklists, and structured JSON specifications.
It prioritizes discovery, comparison, trust, transparent transactions, seller usability, buyer confidence, responsive quality, accessibility, privacy, marketplace governance, and implementation readiness.
The core commercial promise is: design marketplace interfaces that help buyers discover, compare, trust, purchase, and return while helping sellers list, manage, communicate, fulfill, and grow through clear operational controls.
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