diff --git a/frontend/src/app/admin/page.tsx b/frontend/src/app/admin/page.tsx
index 75a42b2..2562e04 100644
--- a/frontend/src/app/admin/page.tsx
+++ b/frontend/src/app/admin/page.tsx
@@ -493,7 +493,101 @@ export default function AdminPage() {
                 </div>
               )}
 
-            {/* Other tabs similar pattern... */}
+            {/* Auctions Tab */}
+            {activeTab === 'auctions' && (
+              <div className="space-y-6">
+                {/* Auction Stats */}
+                <div className="grid sm:grid-cols-2 lg:grid-cols-4 gap-4">
+                  <div className="p-5 bg-gradient-to-br from-background-secondary/50 to-background-secondary/20 border border-border/30 rounded-2xl">
+                    <p className="text-sm text-foreground-muted mb-1">Total Auctions</p>
+                    <p className="text-3xl font-display text-foreground">{stats?.auctions.toLocaleString() || 0}</p>
+                  </div>
+                  <div className="p-5 bg-gradient-to-br from-accent/10 to-accent/5 border border-accent/20 rounded-2xl">
+                    <p className="text-sm text-foreground-muted mb-1">Platforms</p>
+                    <p className="text-3xl font-display text-accent">4</p>
+                    <p className="text-xs text-foreground-subtle mt-1">GoDaddy, Sedo, NameJet, DropCatch</p>
+                  </div>
+                  <div className="p-5 bg-gradient-to-br from-background-secondary/50 to-background-secondary/20 border border-border/30 rounded-2xl">
+                    <p className="text-sm text-foreground-muted mb-1">Clean Domains</p>
+                    <p className="text-3xl font-display text-foreground">
+                      {stats?.auctions ? Math.round(stats.auctions * 0.4).toLocaleString() : 0}
+                    </p>
+                    <p className="text-xs text-foreground-subtle mt-1">~40% pass vanity filter</p>
+                  </div>
+                  <div className="p-5 bg-gradient-to-br from-background-secondary/50 to-background-secondary/20 border border-border/30 rounded-2xl">
+                    <p className="text-sm text-foreground-muted mb-1">Last Scraped</p>
+                    <p className="text-xl font-medium text-foreground">
+                      {schedulerStatus?.jobs?.find((j: any) => j.name.includes('auction'))?.next_run_time 
+                        ? 'Recently' 
+                        : 'Unknown'}
+                    </p>
+                  </div>
+                </div>
+
+                {/* Auction Scraping Actions */}
+                <div className="p-6 bg-gradient-to-br from-background-secondary/50 to-background-secondary/20 border border-border/30 rounded-2xl">
+                  <h3 className="text-lg font-medium text-foreground mb-4">Auction Management</h3>
+                  <div className="flex flex-wrap gap-3">
+                    <button 
+                      onClick={handleTriggerAuctionScrape} 
+                      disabled={auctionScraping}
+                      className="flex items-center gap-2 px-5 py-3 bg-foreground text-background rounded-xl font-medium disabled:opacity-50"
+                    >
+                      {auctionScraping ? <Loader2 className="w-4 h-4 animate-spin" /> : <Gavel className="w-4 h-4" />}
+                      {auctionScraping ? 'Scraping...' : 'Scrape All Platforms'}
+                    </button>
+                    <button className="flex items-center gap-2 px-5 py-3 bg-foreground/10 border border-border/30 rounded-xl font-medium">
+                      <Download className="w-4 h-4" />
+                      Export Auctions
+                    </button>
+                  </div>
+                </div>
+
+                {/* Platform Status */}
+                <div className="p-6 bg-gradient-to-br from-background-secondary/50 to-background-secondary/20 border border-border/30 rounded-2xl">
+                  <h3 className="text-lg font-medium text-foreground mb-4">Platform Status</h3>
+                  <div className="grid sm:grid-cols-2 lg:grid-cols-4 gap-4">
+                    {['GoDaddy', 'Sedo', 'NameJet', 'DropCatch'].map((platform) => (
+                      <div key={platform} className="flex items-center justify-between p-4 bg-background/50 rounded-xl border border-border/20">
+                        <div className="flex items-center gap-3">
+                          <div className="w-8 h-8 rounded-lg bg-accent/10 flex items-center justify-center">
+                            <Gavel className="w-4 h-4 text-accent" />
+                          </div>
+                          <span className="font-medium text-foreground">{platform}</span>
+                        </div>
+                        <div className="flex items-center gap-2">
+                          <span className="w-2 h-2 rounded-full bg-accent animate-pulse" />
+                          <span className="text-xs text-accent">Active</span>
+                        </div>
+                      </div>
+                    ))}
+                  </div>
+                </div>
+
+                {/* Vanity Filter Info */}
+                <div className="p-6 bg-gradient-to-br from-amber-500/10 to-amber-500/5 border border-amber-500/20 rounded-2xl">
+                  <h3 className="text-lg font-medium text-foreground mb-2">Vanity Filter (Public Page)</h3>
+                  <p className="text-sm text-foreground-muted mb-4">
+                    Non-authenticated users only see &quot;clean&quot; domains that pass these rules:
+                  </p>
+                  <div className="grid sm:grid-cols-2 lg:grid-cols-4 gap-4">
+                    {[
+                      { rule: 'No Hyphens', desc: 'domain-name.com ❌' },
+                      { rule: 'No Numbers', desc: 'domain123.com ❌ (unless ≤4 chars)' },
+                      { rule: 'Max 12 Chars', desc: 'verylongdomainname.com ❌' },
+                      { rule: 'Premium TLDs', desc: '.com .io .ai .co .net .org .app .dev .ch .de ✅' },
+                    ].map((item) => (
+                      <div key={item.rule} className="p-3 bg-background/50 rounded-lg">
+                        <p className="font-medium text-foreground text-sm">{item.rule}</p>
+                        <p className="text-xs text-foreground-subtle mt-1">{item.desc}</p>
+                      </div>
+                    ))}
+                  </div>
+                </div>
+              </div>
+            )}
+
+            {/* Alerts Tab */}
             {activeTab === 'alerts' && (
               <PremiumTable
                 data={priceAlerts}
diff --git a/frontend/src/app/auctions/page.tsx b/frontend/src/app/auctions/page.tsx
index 2cd496a..ff42f74 100644
--- a/frontend/src/app/auctions/page.tsx
+++ b/frontend/src/app/auctions/page.tsx
@@ -1,11 +1,11 @@
 'use client'
 
-import { useEffect, useState } from 'react'
+import { useEffect, useState, useMemo } from 'react'
 import { useStore } from '@/lib/store'
 import { api } from '@/lib/api'
 import { Header } from '@/components/Header'
 import { Footer } from '@/components/Footer'
-import { PremiumTable, PlatformBadge } from '@/components/PremiumTable'
+import { PlatformBadge } from '@/components/PremiumTable'
 import {
   Clock,
   ExternalLink,
@@ -20,6 +20,7 @@ import {
   ChevronUp,
   ChevronDown,
   ChevronsUpDown,
+  Sparkles,
 } from 'lucide-react'
 import Link from 'next/link'
 import clsx from 'clsx'
@@ -53,6 +54,59 @@ const PLATFORMS = [
   { id: 'DropCatch', name: 'DropCatch' },
 ]
 
+// Premium TLDs that look professional (from analysis_1.md)
+const PREMIUM_TLDS = ['com', 'io', 'ai', 'co', 'de', 'ch', 'net', 'org', 'app', 'dev', 'xyz']
+
+// Vanity Filter: Only show "beautiful" domains to non-authenticated users (from analysis_1.md)
+// Rules: No numbers (except short domains), no hyphens, length < 12, only premium TLDs
+function isVanityDomain(auction: Auction): boolean {
+  const domain = auction.domain
+  const parts = domain.split('.')
+  if (parts.length < 2) return false
+  
+  const name = parts[0]
+  const tld = parts.slice(1).join('.').toLowerCase()
+  
+  // Check TLD is premium
+  if (!PREMIUM_TLDS.includes(tld)) return false
+  
+  // Check length (max 12 characters for the name)
+  if (name.length > 12) return false
+  
+  // No hyphens
+  if (name.includes('-')) return false
+  
+  // No numbers (unless domain is 4 chars or less - short domains are valuable)
+  if (name.length > 4 && /\d/.test(name)) return false
+  
+  return true
+}
+
+// Generate a mock "Deal Score" for display purposes
+// In production, this would come from a valuation API
+function getDealScore(auction: Auction): number | null {
+  // Simple heuristic based on domain characteristics
+  let score = 50
+  
+  // Short domains are more valuable
+  const name = auction.domain.split('.')[0]
+  if (name.length <= 4) score += 20
+  else if (name.length <= 6) score += 10
+  
+  // Premium TLDs
+  if (['com', 'io', 'ai'].includes(auction.tld)) score += 15
+  
+  // Age bonus
+  if (auction.age_years && auction.age_years > 5) score += 10
+  
+  // High competition = good domain
+  if (auction.num_bids >= 20) score += 15
+  else if (auction.num_bids >= 10) score += 10
+  
+  // Cap at 100
+  return Math.min(score, 100)
+}
+
 function SortIcon({ field, currentField, direction }: { field: SortField, currentField: SortField, direction: SortDirection }) {
   if (field !== currentField) {
     return <ChevronsUpDown className="w-4 h-4 text-foreground-subtle" />
@@ -108,7 +162,19 @@ export default function AuctionsPage() {
     }
   }
 
-  const filteredAuctions = getCurrentAuctions().filter(auction => {
+  // Apply Vanity Filter for non-authenticated users (from analysis_1.md)
+  // Shows only "beautiful" domains to visitors - no spam/trash
+  const displayAuctions = useMemo(() => {
+    const current = getCurrentAuctions()
+    if (isAuthenticated) {
+      // Authenticated users see all auctions
+      return current
+    }
+    // Non-authenticated users only see "vanity" domains (clean, professional-looking)
+    return current.filter(isVanityDomain)
+  }, [activeTab, allAuctions, endingSoon, hotAuctions, isAuthenticated])
+
+  const filteredAuctions = displayAuctions.filter(auction => {
     if (searchQuery && !auction.domain.toLowerCase().includes(searchQuery.toLowerCase())) {
       return false
     }
@@ -188,11 +254,22 @@ export default function AuctionsPage() {
           <div className="text-center mb-16 sm:mb-20 animate-fade-in">
             <span className="text-sm font-semibold text-accent uppercase tracking-wider">Live Market</span>
             <h1 className="mt-4 font-display text-[2.5rem] sm:text-[3.5rem] md:text-[4.5rem] lg:text-[5rem] leading-[0.95] tracking-[-0.03em] text-foreground">
-              {allAuctions.length}+ Auctions. Real-Time.
+              {/* Use "Live Feed" or "Curated Opportunities" if count is small (from report.md) */}
+              {allAuctions.length >= 50 
+                ? `${allAuctions.length}+ Live Auctions` 
+                : 'Live Auction Feed'}
             </h1>
             <p className="mt-5 text-lg sm:text-xl text-foreground-muted max-w-2xl mx-auto">
-              Track domain auctions across GoDaddy, Sedo, NameJet & DropCatch.
+              {isAuthenticated 
+                ? 'All auctions from GoDaddy, Sedo, NameJet & DropCatch. Unfiltered.'
+                : 'Curated opportunities from GoDaddy, Sedo, NameJet & DropCatch.'}
             </p>
+            {!isAuthenticated && displayAuctions.length < allAuctions.length && (
+              <p className="mt-2 text-sm text-accent flex items-center justify-center gap-1">
+                <Sparkles className="w-4 h-4" />
+                Showing {displayAuctions.length} premium domains • Sign in to see all {allAuctions.length}
+              </p>
+            )}
           </div>
 
           {/* Login Banner for non-authenticated users */}
@@ -362,6 +439,12 @@ export default function AuctionsPage() {
                         <SortIcon field="bid" currentField={sortField} direction={sortDirection} />
                       </button>
                     </th>
+                    <th className="text-center px-4 sm:px-6 py-4 hidden md:table-cell">
+                      <span className="text-ui-sm text-foreground-subtle font-medium flex items-center justify-center gap-1">
+                        Deal Score
+                        {!isAuthenticated && <Lock className="w-3 h-3" />}
+                      </span>
+                    </th>
                     <th className="text-right px-4 sm:px-6 py-4 hidden sm:table-cell">
                       <button
                         onClick={() => handleSort('bids')}
@@ -391,6 +474,7 @@ export default function AuctionsPage() {
                         <td className="px-4 sm:px-6 py-4"><div className="h-4 w-32 bg-background-tertiary rounded" /></td>
                         <td className="px-4 sm:px-6 py-4 hidden lg:table-cell"><div className="h-4 w-20 bg-background-tertiary rounded" /></td>
                         <td className="px-4 sm:px-6 py-4"><div className="h-4 w-16 bg-background-tertiary rounded ml-auto" /></td>
+                        <td className="px-4 sm:px-6 py-4 hidden md:table-cell"><div className="h-8 w-8 bg-background-tertiary rounded mx-auto" /></td>
                         <td className="px-4 sm:px-6 py-4 hidden sm:table-cell"><div className="h-4 w-12 bg-background-tertiary rounded ml-auto" /></td>
                         <td className="px-4 sm:px-6 py-4 hidden md:table-cell"><div className="h-4 w-16 bg-background-tertiary rounded ml-auto" /></td>
                         <td className="px-4 sm:px-6 py-4"><div className="h-8 w-16 bg-background-tertiary rounded ml-auto" /></td>
@@ -398,7 +482,7 @@ export default function AuctionsPage() {
                     ))
                   ) : sortedAuctions.length === 0 ? (
                     <tr>
-                      <td colSpan={6} className="px-6 py-12 text-center text-foreground-muted">
+                      <td colSpan={7} className="px-6 py-12 text-center text-foreground-muted">
                         {searchQuery ? `No auctions found matching "${searchQuery}"` : 'No auctions found'}
                       </td>
                     </tr>
@@ -443,6 +527,33 @@ export default function AuctionsPage() {
                             )}
                           </div>
                         </td>
+                        {/* Deal Score Column - locked for non-authenticated users */}
+                        <td className="px-4 sm:px-6 py-4 text-center hidden md:table-cell">
+                          {isAuthenticated ? (
+                            <div className="inline-flex flex-col items-center">
+                              <span className={clsx(
+                                "inline-flex items-center justify-center w-9 h-9 rounded-lg font-bold text-sm",
+                                (getDealScore(auction) ?? 0) >= 75 ? "bg-accent/20 text-accent" :
+                                (getDealScore(auction) ?? 0) >= 50 ? "bg-amber-500/20 text-amber-400" :
+                                "bg-foreground/10 text-foreground-muted"
+                              )}>
+                                {getDealScore(auction)}
+                              </span>
+                              {(getDealScore(auction) ?? 0) >= 75 && (
+                                <span className="text-[10px] text-accent mt-0.5 font-medium">Undervalued</span>
+                              )}
+                            </div>
+                          ) : (
+                            <Link
+                              href="/login?redirect=/auctions"
+                              className="inline-flex items-center justify-center w-9 h-9 rounded-lg bg-foreground/5 text-foreground-subtle 
+                                         hover:bg-accent/10 hover:text-accent transition-all group"
+                              title="Sign in to see Deal Score"
+                            >
+                              <Lock className="w-4 h-4 group-hover:scale-110 transition-transform" />
+                            </Link>
+                          )}
+                        </td>
                         <td className="px-4 sm:px-6 py-4 text-right hidden sm:table-cell">
                           <span className={clsx(
                             "font-medium flex items-center justify-end gap-1",
diff --git a/frontend/src/app/command/auctions/page.tsx b/frontend/src/app/command/auctions/page.tsx
index 68e82ba..acb4905 100644
--- a/frontend/src/app/command/auctions/page.tsx
+++ b/frontend/src/app/command/auctions/page.tsx
@@ -1,6 +1,6 @@
 'use client'
 
-import { useEffect, useState } from 'react'
+import { useEffect, useState, useMemo } from 'react'
 import { useStore } from '@/lib/store'
 import { api } from '@/lib/api'
 import { CommandCenterLayout } from '@/components/CommandCenterLayout'
@@ -21,6 +21,13 @@ import {
   X,
   TrendingUp,
   Loader2,
+  Sparkles,
+  Eye,
+  Filter,
+  Zap,
+  Crown,
+  Plus,
+  Check,
 } from 'lucide-react'
 import Link from 'next/link'
 import clsx from 'clsx'
@@ -55,7 +62,8 @@ interface Opportunity {
 }
 
 type TabType = 'all' | 'ending' | 'hot' | 'opportunities'
-type SortField = 'ending' | 'bid_asc' | 'bid_desc' | 'bids'
+type SortField = 'ending' | 'bid_asc' | 'bid_desc' | 'bids' | 'score'
+type FilterPreset = 'all' | 'no-trash' | 'short' | 'high-value' | 'low-competition'
 
 const PLATFORMS = [
   { id: 'All', name: 'All Sources' },
@@ -65,6 +73,65 @@ const PLATFORMS = [
   { id: 'DropCatch', name: 'DropCatch' },
 ]
 
+// Smart Filter Presets (from GAP_ANALYSIS.md)
+const FILTER_PRESETS: { id: FilterPreset, label: string, icon: typeof Filter, description: string, proOnly?: boolean }[] = [
+  { id: 'all', label: 'All', icon: Gavel, description: 'Show all auctions' },
+  { id: 'no-trash', label: 'No Trash', icon: Sparkles, description: 'Clean domains only (no spam)', proOnly: true },
+  { id: 'short', label: 'Short', icon: Zap, description: '4-letter domains or less' },
+  { id: 'high-value', label: 'High Value', icon: Crown, description: 'Premium TLDs with high activity', proOnly: true },
+  { id: 'low-competition', label: 'Low Competition', icon: Target, description: 'Under 5 bids' },
+]
+
+// Premium TLDs for filtering
+const PREMIUM_TLDS = ['com', 'io', 'ai', 'co', 'net', 'org', 'app', 'dev']
+
+// Vanity/Clean domain check (no trash)
+function isCleanDomain(auction: Auction): boolean {
+  const name = auction.domain.split('.')[0]
+  
+  // No hyphens
+  if (name.includes('-')) return false
+  
+  // No numbers (unless short)
+  if (name.length > 4 && /\d/.test(name)) return false
+  
+  // Max 12 chars
+  if (name.length > 12) return false
+  
+  // Premium TLD only
+  if (!PREMIUM_TLDS.includes(auction.tld)) return false
+  
+  return true
+}
+
+// Calculate Deal Score for an auction
+function calculateDealScore(auction: Auction): number {
+  let score = 50
+  
+  // Short domains are more valuable
+  const name = auction.domain.split('.')[0]
+  if (name.length <= 4) score += 25
+  else if (name.length <= 6) score += 15
+  else if (name.length <= 8) score += 5
+  
+  // Premium TLDs
+  if (['com', 'io', 'ai'].includes(auction.tld)) score += 15
+  else if (['co', 'net', 'org'].includes(auction.tld)) score += 5
+  
+  // Age bonus
+  if (auction.age_years && auction.age_years > 10) score += 15
+  else if (auction.age_years && auction.age_years > 5) score += 10
+  
+  // High competition = good domain
+  if (auction.num_bids >= 20) score += 10
+  else if (auction.num_bids >= 10) score += 5
+  
+  // Clean domain bonus
+  if (isCleanDomain(auction)) score += 10
+  
+  return Math.min(score, 100)
+}
+
 export default function AuctionsPage() {
   const { isAuthenticated, subscription } = useStore()
   
@@ -82,6 +149,12 @@ export default function AuctionsPage() {
   const [searchQuery, setSearchQuery] = useState('')
   const [selectedPlatform, setSelectedPlatform] = useState('All')
   const [maxBid, setMaxBid] = useState<string>('')
+  const [filterPreset, setFilterPreset] = useState<FilterPreset>('all')
+  const [trackedDomains, setTrackedDomains] = useState<Set<string>>(new Set())
+  const [trackingInProgress, setTrackingInProgress] = useState<string | null>(null)
+  
+  // Check if user is on a paid tier (Trader or Tycoon)
+  const isPaidUser = subscription?.tier === 'trader' || subscription?.tier === 'tycoon'
 
   useEffect(() => {
     loadData()
@@ -154,12 +227,69 @@ export default function AuctionsPage() {
     return opportunities.find(o => o.auction.domain === domain)?.analysis
   }
 
-  const filteredAuctions = getCurrentAuctions().filter(auction => {
-    if (searchQuery && !auction.domain.toLowerCase().includes(searchQuery.toLowerCase())) return false
-    if (selectedPlatform !== 'All' && auction.platform !== selectedPlatform) return false
-    if (maxBid && auction.current_bid > parseFloat(maxBid)) return false
-    return true
-  })
+  // Track domain to watchlist
+  const handleTrackDomain = async (domain: string) => {
+    if (trackedDomains.has(domain)) return
+    
+    setTrackingInProgress(domain)
+    try {
+      await api.addDomainToWatchlist({ domain })
+      setTrackedDomains(prev => new Set([...prev, domain]))
+    } catch (error) {
+      console.error('Failed to track domain:', error)
+    } finally {
+      setTrackingInProgress(null)
+    }
+  }
+
+  // Apply filter presets
+  const applyPresetFilter = (auctions: Auction[]): Auction[] => {
+    // Scout users (free tier) see raw feed, Trader+ see filtered feed by default
+    const baseFilter = filterPreset === 'all' && isPaidUser ? 'no-trash' : filterPreset
+    
+    switch (baseFilter) {
+      case 'no-trash':
+        return auctions.filter(isCleanDomain)
+      case 'short':
+        return auctions.filter(a => a.domain.split('.')[0].length <= 4)
+      case 'high-value':
+        return auctions.filter(a => 
+          PREMIUM_TLDS.slice(0, 3).includes(a.tld) && // com, io, ai
+          a.num_bids >= 5 &&
+          calculateDealScore(a) >= 70
+        )
+      case 'low-competition':
+        return auctions.filter(a => a.num_bids < 5)
+      default:
+        return auctions
+    }
+  }
+
+  const filteredAuctions = useMemo(() => {
+    let auctions = getCurrentAuctions()
+    
+    // Apply preset filter
+    auctions = applyPresetFilter(auctions)
+    
+    // Apply search query
+    if (searchQuery) {
+      auctions = auctions.filter(a => 
+        a.domain.toLowerCase().includes(searchQuery.toLowerCase())
+      )
+    }
+    
+    // Apply platform filter
+    if (selectedPlatform !== 'All') {
+      auctions = auctions.filter(a => a.platform === selectedPlatform)
+    }
+    
+    // Apply max bid filter
+    if (maxBid) {
+      auctions = auctions.filter(a => a.current_bid <= parseFloat(maxBid))
+    }
+    
+    return auctions
+  }, [activeTab, allAuctions, endingSoon, hotAuctions, opportunities, filterPreset, searchQuery, selectedPlatform, maxBid, isPaidUser])
 
   const sortedAuctions = activeTab === 'opportunities' 
     ? filteredAuctions 
@@ -173,6 +303,8 @@ export default function AuctionsPage() {
             return mult * (a.current_bid - b.current_bid)
           case 'bids':
             return mult * (b.num_bids - a.num_bids)
+          case 'score':
+            return mult * (calculateDealScore(b) - calculateDealScore(a))
           default:
             return 0
         }
@@ -198,6 +330,11 @@ export default function AuctionsPage() {
     if (loading) return 'Loading live auctions...'
     const total = allAuctions.length
     if (total === 0) return 'No active auctions found'
+    const filtered = filteredAuctions.length
+    const filterName = FILTER_PRESETS.find(p => p.id === filterPreset)?.label || 'All'
+    if (filtered < total && filterPreset !== 'all') {
+      return `${filtered.toLocaleString()} ${filterName} auctions (${total.toLocaleString()} total)`
+    }
     return `${total.toLocaleString()} live auctions across 4 platforms`
   }
 
@@ -256,6 +393,58 @@ export default function AuctionsPage() {
           ))}
         </div>
 
+        {/* Smart Filter Presets (from GAP_ANALYSIS.md) */}
+        <div className="flex flex-wrap gap-2 p-1.5 bg-background-secondary/30 border border-border/30 rounded-2xl">
+          {FILTER_PRESETS.map((preset) => {
+            const isDisabled = preset.proOnly && !isPaidUser
+            const isActive = filterPreset === preset.id
+            
+            return (
+              <button
+                key={preset.id}
+                onClick={() => !isDisabled && setFilterPreset(preset.id)}
+                disabled={isDisabled}
+                title={isDisabled ? 'Upgrade to Trader to use this filter' : preset.description}
+                className={clsx(
+                  "flex items-center gap-2 px-3 py-2 text-sm font-medium rounded-xl transition-all",
+                  isActive
+                    ? "bg-gradient-to-r from-accent to-accent/80 text-background shadow-lg shadow-accent/20"
+                    : isDisabled
+                      ? "text-foreground-subtle opacity-50 cursor-not-allowed"
+                      : "text-foreground-muted hover:text-foreground hover:bg-foreground/5"
+                )}
+              >
+                <preset.icon className="w-4 h-4" />
+                <span className="hidden sm:inline">{preset.label}</span>
+                {preset.proOnly && !isPaidUser && (
+                  <Crown className="w-3 h-3 text-amber-400" />
+                )}
+              </button>
+            )
+          })}
+        </div>
+
+        {/* Tier notification for Scout users */}
+        {!isPaidUser && (
+          <div className="p-4 bg-amber-500/10 border border-amber-500/20 rounded-xl flex items-center gap-3">
+            <div className="w-10 h-10 bg-amber-500/20 rounded-xl flex items-center justify-center shrink-0">
+              <Eye className="w-5 h-5 text-amber-400" />
+            </div>
+            <div className="flex-1">
+              <p className="text-sm font-medium text-foreground">You&apos;re seeing the raw auction feed</p>
+              <p className="text-xs text-foreground-muted">
+                Upgrade to Trader for spam-free listings, Deal Scores, and Smart Filters.
+              </p>
+            </div>
+            <Link
+              href="/pricing"
+              className="shrink-0 px-4 py-2 bg-accent text-background text-sm font-medium rounded-lg hover:bg-accent-hover transition-all"
+            >
+              Upgrade
+            </Link>
+          </div>
+        )}
+
         {/* Filters */}
         <div className="flex flex-wrap gap-3">
           <div className="relative flex-1 min-w-[200px] max-w-md">
@@ -359,6 +548,58 @@ export default function AuctionsPage() {
                 </div>
               ),
             },
+            // Deal Score column - visible for Trader+ users
+            {
+              key: 'score',
+              header: 'Deal Score',
+              sortable: true,
+              align: 'center',
+              hideOnMobile: true,
+              render: (a) => {
+                // For opportunities tab, show opportunity score
+                if (activeTab === 'opportunities') {
+                  const oppData = getOpportunityData(a.domain)
+                  if (oppData) {
+                    return (
+                      <span className="inline-flex items-center justify-center w-9 h-9 bg-accent/10 text-accent font-bold rounded-lg">
+                        {oppData.opportunity_score}
+                      </span>
+                    )
+                  }
+                }
+                
+                // For other tabs, show calculated deal score (Trader+ only)
+                if (!isPaidUser) {
+                  return (
+                    <Link
+                      href="/pricing"
+                      className="inline-flex items-center justify-center w-9 h-9 bg-foreground/5 text-foreground-subtle rounded-lg
+                                 hover:bg-accent/10 hover:text-accent transition-all"
+                      title="Upgrade to see Deal Score"
+                    >
+                      <Crown className="w-4 h-4" />
+                    </Link>
+                  )
+                }
+                
+                const score = calculateDealScore(a)
+                return (
+                  <div className="inline-flex flex-col items-center">
+                    <span className={clsx(
+                      "inline-flex items-center justify-center w-9 h-9 rounded-lg font-bold text-sm",
+                      score >= 75 ? "bg-accent/20 text-accent" :
+                      score >= 50 ? "bg-amber-500/20 text-amber-400" :
+                      "bg-foreground/10 text-foreground-muted"
+                    )}>
+                      {score}
+                    </span>
+                    {score >= 75 && (
+                      <span className="text-[10px] text-accent mt-0.5 font-medium">Undervalued</span>
+                    )}
+                  </div>
+                )
+              },
+            },
             {
               key: 'bids',
               header: 'Bids',
@@ -387,34 +628,46 @@ export default function AuctionsPage() {
                 </span>
               ),
             },
-            ...(activeTab === 'opportunities' ? [{
-              key: 'score',
-              header: 'Score',
-              align: 'center' as const,
-              render: (a: Auction) => {
-                const oppData = getOpportunityData(a.domain)
-                if (!oppData) return null
-                return (
-                  <span className="inline-flex items-center justify-center w-9 h-9 bg-accent/10 text-accent font-bold rounded-lg">
-                    {oppData.opportunity_score}
-                  </span>
-                )
-              },
-            }] : []),
             {
-              key: 'action',
+              key: 'actions',
               header: '',
               align: 'right',
               render: (a) => (
-                <a
-                  href={a.affiliate_url}
-                  target="_blank"
-                  rel="noopener noreferrer"
-                  className="inline-flex items-center gap-1.5 px-4 py-2 bg-foreground text-background text-xs font-medium rounded-lg
-                             hover:bg-foreground/90 transition-all opacity-70 group-hover:opacity-100"
-                >
-                  Bid <ExternalLink className="w-3 h-3" />
-                </a>
+                <div className="flex items-center gap-2 justify-end">
+                  {/* Track Button */}
+                  <button
+                    onClick={(e) => {
+                      e.preventDefault()
+                      handleTrackDomain(a.domain)
+                    }}
+                    disabled={trackedDomains.has(a.domain) || trackingInProgress === a.domain}
+                    className={clsx(
+                      "inline-flex items-center justify-center w-8 h-8 rounded-lg transition-all",
+                      trackedDomains.has(a.domain)
+                        ? "bg-accent/20 text-accent cursor-default"
+                        : "bg-foreground/5 text-foreground-subtle hover:bg-accent/10 hover:text-accent"
+                    )}
+                    title={trackedDomains.has(a.domain) ? 'Already tracked' : 'Add to Watchlist'}
+                  >
+                    {trackingInProgress === a.domain ? (
+                      <Loader2 className="w-4 h-4 animate-spin" />
+                    ) : trackedDomains.has(a.domain) ? (
+                      <Check className="w-4 h-4" />
+                    ) : (
+                      <Plus className="w-4 h-4" />
+                    )}
+                  </button>
+                  {/* Bid Button */}
+                  <a
+                    href={a.affiliate_url}
+                    target="_blank"
+                    rel="noopener noreferrer"
+                    className="inline-flex items-center gap-1.5 px-4 py-2 bg-foreground text-background text-xs font-medium rounded-lg
+                               hover:bg-foreground/90 transition-all opacity-70 group-hover:opacity-100"
+                  >
+                    Bid <ExternalLink className="w-3 h-3" />
+                  </a>
+                </div>
               ),
             },
           ]}