Add Bandcamp/YouTube links on all recs, Fix My Playlist, configurable rec count

- Bandcamp: match artist+song, fall back to artist-only page
- YouTube fallback: if not on Bandcamp, link to YouTube music video search
- Fix My Playlist: AI analyzes playlist, finds outliers, suggests replacements
- User chooses recommendation count (5, 10, 15, 20)

backend/alembic/versions/004_add_youtube_url.py

@@ -0,0 +1,24 @@
+"""Add youtube_url to recommendations
+
+Revision ID: 004
+Revises: 003
+Create Date: 2026-03-30
+
+"""
+from typing import Sequence, Union
+
+from alembic import op
+import sqlalchemy as sa
+
+revision: str = "004"
+down_revision: Union[str, None] = "003"
+branch_labels: Union[str, Sequence[str], None] = None
+depends_on: Union[str, Sequence[str], None] = None
+
+
+def upgrade() -> None:
+    op.add_column("recommendations", sa.Column("youtube_url", sa.String(500), nullable=True))
+
+
+def downgrade() -> None:
+    op.drop_column("recommendations", "youtube_url")

backend/app/api/endpoints/recommendations.py

@@ -23,7 +23,7 @@ async def generate(
 
     recs, remaining = await generate_recommendations(
         db, user, playlist_id=data.playlist_id, query=data.query, bandcamp_mode=data.bandcamp_mode,
-        mode=data.mode, adventurousness=data.adventurousness, exclude=data.exclude,
+        mode=data.mode, adventurousness=data.adventurousness, exclude=data.exclude, count=data.count,
     )
 
     if not recs and remaining == 0:

backend/app/models/recommendation.py

@@ -21,6 +21,7 @@ class Recommendation(Base):
     preview_url: Mapped[str | None] = mapped_column(String(500), nullable=True)
     image_url: Mapped[str | None] = mapped_column(String(500), nullable=True)
     bandcamp_url: Mapped[str | None] = mapped_column(String(500), nullable=True)
+    youtube_url: Mapped[str | None] = mapped_column(String(500), nullable=True)
 
     # AI explanation
     reason: Mapped[str] = mapped_column(Text)

backend/app/schemas/recommendation.py

@@ -10,6 +10,7 @@ class RecommendationRequest(BaseModel):
     mode: str = "discover"  # discover, sonic_twin, era_bridge, deep_cuts, rising
     adventurousness: int = 3  # 1-5
     exclude: str | None = None  # comma-separated genres to exclude
+    count: int = 5  # Number of recommendations (5, 10, 15, 20)
 
 
 class RecommendationItem(BaseModel):
@@ -21,6 +22,7 @@ class RecommendationItem(BaseModel):
     preview_url: str | None = None
     image_url: str | None = None
     bandcamp_url: str | None = None
+    youtube_url: str | None = None
     reason: str
     score: float | None = None
     saved: bool = False

backend/app/services/bandcamp.py

@@ -26,6 +26,7 @@ async def search_bandcamp_verified(artist: str, title: str) -> dict | None:
     """Search Bandcamp and only return a result if the artist actually matches.
 
     Returns the best matching result or None if no good match found.
+    First tries artist+song, then falls back to artist-only search.
     """
     # Try track search first: "artist title"
     results = await search_bandcamp(f"{artist} {title}", item_type="t")
@@ -36,12 +37,12 @@ async def search_bandcamp_verified(artist: str, title: str) -> dict | None:
         if artist_sim >= 0.75 and title_sim >= 0.5:
             return r
 
-    # Try artist/band search as fallback — very strict matching
+    # Try artist/band search as fallback — return their artist page URL
     results = await search_bandcamp(artist, item_type="b")
     for r in results:
         # For band results, title IS the band name
         name = r.get("title", "") or r.get("artist", "")
-        if _similarity(name, artist) >= 0.8:
+        if _similarity(name, artist) >= 0.7:
             return r
 
     return None

backend/app/services/recommender.py

@@ -1,5 +1,6 @@
 import json
 from datetime import datetime, timezone, timedelta
+from urllib.parse import quote_plus
 
 import anthropic
 from sqlalchemy import select, func
@@ -90,6 +91,7 @@ async def generate_recommendations(
     mode: str = "discover",
     adventurousness: int = 3,
     exclude: str | None = None,
+    count: int = 5,
 ) -> tuple[list[Recommendation], int | None]:
     """Generate AI music recommendations using Claude."""
 
@@ -184,7 +186,7 @@ Already in their library (do NOT recommend these):
 {disliked_instruction}
 {exclude_instruction}
 
-Respond with exactly {"15" if bandcamp_mode else "5"} music recommendations as a JSON array. Each item should have:
+Respond with exactly {count * 3 if bandcamp_mode else count} music recommendations as a JSON array. Each item should have:
 - "title": song title
 - "artist": artist name
 - "album": album name (if known)
@@ -219,33 +221,41 @@ Return ONLY the JSON array, no other text."""
     # Save to DB — in bandcamp mode, only keep results verified on Bandcamp
     recommendations = []
     for rec in recs_data:
-        if len(recommendations) >= 5:
+        if len(recommendations) >= count:
             break
 
+        artist = rec.get("artist", "Unknown")
+        title = rec.get("title", "Unknown")
         bandcamp_url = None
-        if bandcamp_mode:
+        youtube_url = None
+
+        # Try Bandcamp for every recommendation
         try:
-                match = await search_bandcamp_verified(
+            match = await search_bandcamp_verified(artist, title)
-                    rec.get("artist", ""), rec.get("title", "")
-                )
             if match:
                 bandcamp_url = match.get("bandcamp_url")
-                else:
-                    # Not verified on Bandcamp — skip
-                    continue
         except Exception:
+            pass
+
+        if bandcamp_mode and not bandcamp_url:
+            # In bandcamp mode, skip recommendations not found on Bandcamp
             continue
 
+        # If not on Bandcamp, build a YouTube search link
+        if not bandcamp_url:
+            youtube_url = f"https://www.youtube.com/results?search_query={quote_plus(f'{artist} {title} official music video')}"
+
         r = Recommendation(
             user_id=user.id,
             playlist_id=playlist_id,
-            title=rec.get("title", "Unknown"),
+            title=title,
-            artist=rec.get("artist", "Unknown"),
+            artist=artist,
             album=rec.get("album"),
             reason=rec.get("reason", ""),
             score=rec.get("score"),
             query=query,
             bandcamp_url=bandcamp_url,
+            youtube_url=youtube_url,
         )
         db.add(r)
         recommendations.append(r)

frontend/src/components/RecommendationCard.tsx

@@ -80,7 +80,7 @@ export default function RecommendationCard({ recommendation, onToggleSave, onDis
             </button>
           )}
 
-          {recommendation.bandcamp_url && (
+          {recommendation.bandcamp_url ? (
             <a
               href={recommendation.bandcamp_url}
               target="_blank"
@@ -90,7 +90,17 @@ export default function RecommendationCard({ recommendation, onToggleSave, onDis
             >
               <ExternalLink className="w-4 h-4" />
             </a>
-          )}
+          ) : recommendation.youtube_url ? (
+            <a
+              href={recommendation.youtube_url}
+              target="_blank"
+              rel="noopener noreferrer"
+              className="p-2 rounded-full bg-red-50 text-red-600 hover:bg-red-100 transition-colors"
+              title="Watch on YouTube"
+            >
+              <ExternalLink className="w-4 h-4" />
+            </a>
+          ) : null}
         </div>
       </div>
     </div>

frontend/src/pages/Discover.tsx

@@ -38,6 +38,7 @@ export default function Discover() {
   const [mode, setMode] = useState('discover')
   const [adventurousness, setAdventurousness] = useState(3)
   const [excludeGenres, setExcludeGenres] = useState('')
+  const [count, setCount] = useState(5)
 
   useEffect(() => {
     const load = async () => {
@@ -71,6 +72,7 @@ export default function Discover() {
         mode,
         adventurousness,
         excludeGenres.trim() || undefined,
+        count,
       )
       setResults(response.recommendations)
       setRemaining(response.remaining_this_week)
@@ -221,6 +223,28 @@ export default function Discover() {
           </div>
         </div>
 
+        {/* Recommendation Count */}
+        <div>
+          <label className="block text-sm font-medium text-charcoal mb-3">
+            How many recommendations
+          </label>
+          <div className="flex gap-2">
+            {[5, 10, 15, 20].map((n) => (
+              <button
+                key={n}
+                onClick={() => setCount(n)}
+                className={`px-4 py-2 rounded-full text-sm font-medium transition-all cursor-pointer border ${
+                  count === n
+                    ? 'bg-purple text-white border-purple shadow-md shadow-purple/20'
+                    : 'bg-white text-charcoal-muted border-purple-100 hover:border-purple/30 hover:text-charcoal'
+                }`}
+              >
+                {n}
+              </button>
+            ))}
+          </div>
+        </div>
+
         {/* Block Genres */}
         <div>
           <label className="block text-sm font-medium text-charcoal mb-2">