Suggested for you
Bring together saved searches, watched auctions, nearby pickup, seller follows, watch velocity, proof quality, and trust signals so buyers keep moving toward a valid next move.
Restored pocket handheld bundle
Jordan watches retro games | hub pickup | reserve met | compare route ready
Sealed strategy-card display
Followed seller with fresh images | timed drop | wrap and seal evidence | insured shipping
Compact graphics card
Price drop match | serial proof | insured shipment | active handoff path
Similar canvas high-tops
Sold item recovery route | matching size | local pickup | route backfill
Collector print match
Signed cosmic edition print | certificate shown | insured flat-pack shipping
Home decor carryover
Walnut task-lamp pair | nearby pickup | power-on and measurement evidence | 4.8 seller rating
Saved Interests
- Saved searches, watched items, followed sellers, recent bids, and category visits can shape the visible suggestion groups.
- Each suggestion should show a plain reason such as saved search match, followed seller, nearby pickup, price drop, ending soon, reserve state, or similar sold item.
- Buyers can remove a suggestion group, mute a seller, or edit the saved search that created the match.
Nearby Inventory
- Hub pickup and local pickup suggestions should rank higher only when pickup windows, category fit, item proof, and seller quality are strong.
- Distance should stay approximate in the public demo and never expose a private address.
- Large or high-value items can surface with pickup rules, release windows, and hub evidence beside the card.
Auction Timing
- Watched auctions, similar active auctions, reserve-met items, and ending-today bids can appear together.
- Outbid and won-auction states route to bids, checkout review, or order status instead of a generic listing grid.
- Quiet hours and alert preferences should control when urgency appears as a notice.
Trust Filters
- Item proof, seller rating, completed sales, response speed, report history, and handoff confidence influence whether an item is suggested.
- Weak proof or mismatched category details should send an item to repair before it receives prominent placement.
- Buyers should be able to open seller reputation and item proof before saving, bidding, or adding to cart review.
Customer Controls
- Suggested items should include save, hide, compare, ask a question, bid, buy-now, or price-alert actions depending on item state.
- Watch and like remain one saved action so the user does not manage duplicate interest lists.
- Account preferences should explain how suggestion sources can be cleared, exported, or limited.
Privacy Boundaries
- Suggestions should not expose private addresses, sensitive support notes, hidden seller records, or private report details.
- Buyers should see why an item appeared and how to clear, export, or limit suggestion sources.
- Staff review should use aggregate quality signals unless a support case requires permissioned account context.
Owner Review
- Operators need visibility into suggestion quality, stale items, weak proof, overexposed sellers, report pressure, and empty groups.
- Launch review should approve suggestion reasons, privacy controls, seller fairness, category rules, and rollback controls.
- Suggestions must never depend on advertising identifiers, third-party marketing pixels, or sensitive personal data.
Activity Feed
New listings, bids, price drops, sold items, pickup-ready events, and seller drops.
Saved Center
Saved items, watched auctions, saved searches, seller follows, compare choices, and price alerts.
Price Alerts
Saved-search alerts, watched targets, auction thresholds, local pickup matches, and quiet hours.
Compare Similar Items
Compare price, proof, seller confidence, handoff, and next action before choosing.
Account Preferences
Notification controls, privacy boundaries, saved handoff choices, seller visibility, and account safety.
Current demo state
Suggestions are represented with static account examples.
The demo shows saved interests, nearby inventory, auction timing, seller follows, trust filters, customer controls, and owner review using static marketplace examples.
Future platform state
Live suggestions need account-linked discovery services.
Launch needs consent-aware account storage, saved-search jobs, live inventory scoring, alert delivery, seller fairness review, privacy controls, stale-item cleanup, and rollback tools.