diff --git a/adapters/deezer/deezer.go b/adapters/deezer/deezer.go
index d8e832cf1..02185bfb5 100644
--- a/adapters/deezer/deezer.go
+++ b/adapters/deezer/deezer.go
@@ -70,16 +70,28 @@ func (s *deezerAgent) GetArtistImages(ctx context.Context, _, name, _ string) ([
 		{artist.PictureSmall, deezerApiPictureSmallSize},
 	}
 	for _, imgData := range possibleImages {
-		if imgData.URL != "" {
+		if imgData.URL != "" && !s.IsArtistImagePlaceholder(imgData.URL) {
 			res = append(res, agents.ExternalImage{
 				URL:  imgData.URL,
 				Size: imgData.Size,
 			})
 		}
 	}
+	if len(res) == 0 {
+		return nil, agents.ErrNotFound
+	}
 	return res, nil
 }
 
+// deezerEmptyPicturePath is Deezer's empty-image-id path shape for artists with no picture
+// (e.g. .../images/artist//1000x1000-...jpg), which serves a generic silhouette on any CDN host.
+const deezerEmptyPicturePath = "/images/artist//"
+
+// IsArtistImagePlaceholder recognizes Deezer's empty-image-id silhouette URLs.
+func (s *deezerAgent) IsArtistImagePlaceholder(url string) bool {
+	return strings.Contains(url, deezerEmptyPicturePath)
+}
+
 func (s *deezerAgent) searchArtist(ctx context.Context, name string) (*Artist, error) {
 	artists, err := s.client.searchArtists(ctx, name, deezerArtistSearchLimit)
 	if errors.Is(err, ErrNotFound) || len(artists) == 0 {
diff --git a/adapters/deezer/deezer_test.go b/adapters/deezer/deezer_test.go
index f478af115..360db1f13 100644
--- a/adapters/deezer/deezer_test.go
+++ b/adapters/deezer/deezer_test.go
@@ -94,6 +94,54 @@ var _ = Describe("deezerAgent", func() {
 		})
 	})
 
+	Describe("GetArtistImages", func() {
+		var agent *deezerAgent
+		var httpClient *fakeHttpClient
+
+		BeforeEach(func() {
+			httpClient = &fakeHttpClient{}
+			agent = &deezerAgent{
+				dataStore: &tests.MockDataStore{},
+				client:    newClient(httpClient),
+			}
+		})
+
+		It("returns the real images when the artist has a picture", func() {
+			httpClient.mock("https://api.deezer.com/search/artist", http.Response{
+				StatusCode: 200,
+				Body: io.NopCloser(bytes.NewBufferString(`{"data":[
+					{"id":412,"name":"Queen","nb_fan":12744378,
+					 "picture_xl":"https://cdn-images.dzcdn.net/images/artist/abc/1000x1000-000000-80-0-0.jpg",
+					 "picture_big":"https://cdn-images.dzcdn.net/images/artist/abc/500x500-000000-80-0-0.jpg"}
+				],"total":1}`)),
+			})
+
+			images, err := agent.GetArtistImages(ctx, "", "Queen", "")
+
+			Expect(err).ToNot(HaveOccurred())
+			Expect(images).To(HaveLen(2))
+			Expect(images[0].URL).To(ContainSubstring("1000x1000"))
+		})
+
+		It("returns ErrNotFound when the artist only has empty-id placeholder pictures", func() {
+			httpClient.mock("https://api.deezer.com/search/artist", http.Response{
+				StatusCode: 200,
+				Body: io.NopCloser(bytes.NewBufferString(`{"data":[
+					{"id":412,"name":"Queen","nb_fan":12744378,
+					 "picture_xl":"https://cdn-images.dzcdn.net/images/artist//1000x1000-000000-80-0-0.jpg",
+					 "picture_big":"https://cdn-images.dzcdn.net/images/artist//500x500-000000-80-0-0.jpg",
+					 "picture_medium":"https://cdn-images.dzcdn.net/images/artist//250x250-000000-80-0-0.jpg",
+					 "picture_small":"https://cdn-images.dzcdn.net/images/artist//56x56-000000-80-0-0.jpg"}
+				],"total":1}`)),
+			})
+
+			images, err := agent.GetArtistImages(ctx, "", "Queen", "")
+
+			Expect(err).To(MatchError(agents.ErrNotFound))
+			Expect(images).To(BeEmpty())
+		})
+	})
+
 	Describe("GetArtistBiography - Language Fallback", func() {
 		var agent *deezerAgent
 		var httpClient *langAwareHttpClient
diff --git a/adapters/lastfm/agent.go b/adapters/lastfm/agent.go
index eb8f3d36e..9336601df 100644
--- a/adapters/lastfm/agent.go
+++ b/adapters/lastfm/agent.go
@@ -244,6 +244,11 @@ var (
 	artistIgnoredImage   = "2a96cbd8b46e442fc41c2b86b821562f" // Last.fm artist placeholder image name
 )
 
+// IsArtistImagePlaceholder recognizes Last.fm's generic gray-star artist image.
+func (l *lastfmAgent) IsArtistImagePlaceholder(url string) bool {
+	return strings.Contains(url, artistIgnoredImage)
+}
+
 func (l *lastfmAgent) GetArtistImages(ctx context.Context, _, name, mbid string) ([]agents.ExternalImage, error) {
 	log.Debug(ctx, "Getting artist images from Last.fm", "name", name)
 	a, err := l.callArtistGetInfo(ctx, name, l.languages[0])
@@ -274,7 +279,7 @@ func (l *lastfmAgent) GetArtistImages(ctx context.Context, _, name, mbid string)
 		if attr.Key != "content" {
 			continue
 		}
-		if strings.Contains(attr.Val, artistIgnoredImage) {
+		if l.IsArtistImagePlaceholder(attr.Val) {
 			log.Debug(ctx, "Artist image is ignored default image", "name", name, "url", attr.Val)
 			return res, nil
 		}
diff --git a/core/agents/agents.go b/core/agents/agents.go
index ead6dacd0..ccf4d70f0 100644
--- a/core/agents/agents.go
+++ b/core/agents/agents.go
@@ -230,6 +230,21 @@ func (a *Agents) GetArtistImages(ctx context.Context, id, name, mbid string) ([]
 	})
 }
 
+// IsArtistImagePlaceholder reports whether any enabled agent recognizes url as its own provider's
+// default/placeholder artist image.
+func (a *Agents) IsArtistImagePlaceholder(url string) bool {
+	if url == "" {
+		return false
+	}
+	for _, ea := range a.getEnabledAgentNames() {
+		ag := a.getAgent(ea)
+		if detector, ok := ag.(ArtistImagePlaceholderDetector); ok && detector.IsArtistImagePlaceholder(url) {
+			return true
+		}
+	}
+	return false
+}
+
 // GetArtistTopSongs returns top songs by id, name, and/or mbid. Because some songs returned from an enabled
 // agent may not exist in the database, return at most limit * conf.Server.DevExternalArtistFetchMultiplier items.
 func (a *Agents) GetArtistTopSongs(ctx context.Context, id, artistName, mbid string, count int) ([]Song, error) {
diff --git a/core/agents/artist_image_placeholder_test.go b/core/agents/artist_image_placeholder_test.go
new file mode 100644
index 000000000..32922c6b0
--- /dev/null
+++ b/core/agents/artist_image_placeholder_test.go
@@ -0,0 +1,59 @@
+package agents
+
+import (
+	"strings"
+
+	"github.com/navidrome/navidrome/conf"
+	"github.com/navidrome/navidrome/conf/configtest"
+	"github.com/navidrome/navidrome/model"
+	"github.com/navidrome/navidrome/tests"
+	. "github.com/onsi/ginkgo/v2"
+	. "github.com/onsi/gomega"
+)
+
+var _ = Describe("Agents.IsArtistImagePlaceholder", func() {
+	var ds model.DataStore
+
+	BeforeEach(func() {
+		DeferCleanup(configtest.SetupConfig())
+		ds = &tests.MockDataStore{}
+		Register("phDetector", func(model.DataStore) Interface { return &placeholderDetectorAgent{marker: "PLACEHOLDER"} })
+		Register("phPlain", func(model.DataStore) Interface { return &plainAgent{} })
+	})
+
+	It("returns true when any enabled agent's detector recognizes the URL", func() {
+		conf.Server.Agents = "phDetector"
+		ag := createAgents(ds, nil)
+
+		Expect(ag.IsArtistImagePlaceholder("http://cdn/PLACEHOLDER.jpg")).To(BeTrue())
+		Expect(ag.IsArtistImagePlaceholder("http://cdn/real.jpg")).To(BeFalse())
+	})
+
+	It("returns false when no enabled agent implements the detector", func() {
+		conf.Server.Agents = "phPlain"
+		ag := createAgents(ds, nil)
+
+		Expect(ag.IsArtistImagePlaceholder("http://cdn/PLACEHOLDER.jpg")).To(BeFalse())
+	})
+
+	It("returns false for an empty URL", func() {
+		conf.Server.Agents = "phDetector"
+		ag := createAgents(ds, nil)
+
+		Expect(ag.IsArtistImagePlaceholder("")).To(BeFalse())
+	})
+})
+
+type placeholderDetectorAgent struct {
+	Interface
+	marker string
+}
+
+func (a *placeholderDetectorAgent) AgentName() string { return "phDetector" }
+func (a *placeholderDetectorAgent) IsArtistImagePlaceholder(url string) bool {
+	return strings.Contains(url, a.marker)
+}
+
+type plainAgent struct{ Interface }
+
+func (a *plainAgent) AgentName() string { return "phPlain" }
diff --git a/core/agents/interfaces.go b/core/agents/interfaces.go
index d5f4a6580..43ca10de0 100644
--- a/core/agents/interfaces.go
+++ b/core/agents/interfaces.go
@@ -86,6 +86,12 @@ type ArtistImageRetriever interface {
 	GetArtistImages(ctx context.Context, id, name, mbid string) ([]ExternalImage, error)
 }
 
+// ArtistImagePlaceholderDetector is implemented by agents that can recognize their own provider's
+// default/placeholder artist images, so those are never served or persisted as real artwork.
+type ArtistImagePlaceholderDetector interface {
+	IsArtistImagePlaceholder(url string) bool
+}
+
 type ArtistTopSongsRetriever interface {
 	GetArtistTopSongs(ctx context.Context, id, artistName, mbid string, count int) ([]Song, error)
 }
diff --git a/core/external/extdata_helper_test.go b/core/external/extdata_helper_test.go
index 8fabf4490..86b582b0e 100644
--- a/core/external/extdata_helper_test.go
+++ b/core/external/extdata_helper_test.go
@@ -3,12 +3,16 @@ package external_test
 import (
 	"context"
 	"errors"
+	"strings"
 
 	"github.com/navidrome/navidrome/core/agents"
 	"github.com/navidrome/navidrome/model"
 	"github.com/stretchr/testify/mock"
 )
 
+// placeholderImageURL is a stand-in provider placeholder the mock agents recognize in tests.
+const placeholderImageURL = "http://provider.example.com/placeholder.png"
+
 // --- Shared Mock Implementations ---
 
 // mockArtistRepo mocks model.ArtistRepository
@@ -288,6 +292,17 @@ func (m *mockAgents) GetAlbumImages(ctx context.Context, name, artist, mbid stri
 	return nil, args.Error(1)
 }
 
+func (m *mockAgents) IsArtistImagePlaceholder(url string) bool {
+	if url == "" {
+		return false
+	}
+	// Delegate to a configured image agent that owns its detection; otherwise recognize the stand-in.
+	if d, ok := m.imageAgent.(agents.ArtistImagePlaceholderDetector); ok {
+		return d.IsArtistImagePlaceholder(url)
+	}
+	return strings.Contains(url, "placeholder")
+}
+
 func (m *mockAgents) GetSimilarSongsByTrack(ctx context.Context, id, name, artist, mbid string, count int) ([]agents.Song, error) {
 	args := m.Called(ctx, id, name, artist, mbid, count)
 	if args.Get(0) != nil {
diff --git a/core/external/provider.go b/core/external/provider.go
index 459e8a205..34e41c2bc 100644
--- a/core/external/provider.go
+++ b/core/external/provider.go
@@ -5,6 +5,7 @@ import (
 	"errors"
 	"fmt"
 	"net/url"
+	"slices"
 	"sort"
 	"strings"
 	"time"
@@ -85,6 +86,7 @@ type Agents interface {
 	agents.SimilarSongsByTrackRetriever
 	agents.SimilarSongsByAlbumRetriever
 	agents.SimilarSongsByArtistRetriever
+	agents.ArtistImagePlaceholderDetector
 }
 
 func NewProvider(ds model.DataStore, agents Agents, m *matcher.Matcher) Provider {
@@ -377,6 +379,10 @@ func (e *provider) ArtistImage(ctx context.Context, id string) (*url.URL, error)
 	}
 
 	imageUrl := artist.ArtistImageUrl()
+	if e.ag.IsArtistImagePlaceholder(imageUrl) {
+		// Provider placeholder cached before filtering existed; treat as absent and refetch.
+		imageUrl = ""
+	}
 	if imageUrl == "" {
 		// No cached URL — must fetch from external source synchronously
 		e.callGetImage(ctx, e.ag, &artist)
@@ -524,6 +530,10 @@ func (e *provider) callGetImage(ctx context.Context, agent agents.ArtistImageRet
 	if err != nil {
 		return
 	}
+	// Never persist provider placeholders as real artwork.
+	images = slices.DeleteFunc(images, func(i agents.ExternalImage) bool {
+		return e.ag.IsArtistImagePlaceholder(i.URL)
+	})
 	sort.Slice(images, func(i, j int) bool { return images[i].Size > images[j].Size })
 
 	if len(images) >= 1 {
diff --git a/core/external/provider_artistimage_test.go b/core/external/provider_artistimage_test.go
index 79612d651..4f9feacb8 100644
--- a/core/external/provider_artistimage_test.go
+++ b/core/external/provider_artistimage_test.go
@@ -5,6 +5,7 @@ import (
 	"context"
 	"errors"
 	"net/url"
+	"strings"
 	"time"
 
 	"github.com/navidrome/navidrome/conf"
@@ -300,6 +301,29 @@ var _ = Describe("Provider - ArtistImage", func() {
 
 	})
 
+	It("treats a cached provider placeholder URL as absent and fetches fresh", func() {
+		// Legacy row still holding Last.fm's star placeholder cached before agents filtered it out
+		starURL := "https://lastfm.freetls.fastly.net/i/u/ar0/2a96cbd8b46e442fc41c2b86b821562f.jpg"
+		cachedArtist := &model.Artist{
+			ID:                    "artist-placeholder",
+			Name:                  "Placeholder Artist",
+			LargeImageUrl:         starURL,
+			ExternalInfoUpdatedAt: new(time.Now().Add(-1 * time.Minute)),
+		}
+		mockArtistRepo.On("Get", "artist-placeholder").Return(cachedArtist, nil).Maybe()
+		mockImageAgent.On("GetArtistImages", mock.Anything, "artist-placeholder", "Placeholder Artist", "").
+			Return([]agents.ExternalImage{{URL: "http://example.com/real.jpg", Size: 1000}}, nil).Once()
+		expectedURL, _ := url.Parse("http://example.com/real.jpg")
+
+		// Act
+		imgURL, err := provider.ArtistImage(ctx, "artist-placeholder")
+
+		// Assert: placeholder ignored, agent consulted, real image returned
+		Expect(err).ToNot(HaveOccurred())
+		Expect(imgURL).To(Equal(expectedURL))
+		mockImageAgent.AssertCalled(GinkgoT(), "GetArtistImages", ctx, "artist-placeholder", "Placeholder Artist", "")
+	})
+
 	It("returns stale URL and enqueues refresh when info is expired", func() {
 		// Arrange
 		conf.Server.DevArtistInfoTimeToLive = 1 * time.Nanosecond
@@ -412,6 +436,10 @@ func (m *mockArtistImageAgent) AgentName() string {
 	return args.String(0)
 }
 
+func (m *mockArtistImageAgent) IsArtistImagePlaceholder(url string) bool {
+	return strings.Contains(url, "2a96cbd8b46e442fc41c2b86b821562f")
+}
+
 func (m *mockArtistImageAgent) GetArtistImages(ctx context.Context, id, artistName, mbid string) ([]agents.ExternalImage, error) {
 	args := m.Called(ctx, id, artistName, mbid)
 	// Need careful type assertion for potentially nil slice
diff --git a/core/external/provider_updateartistinfo_test.go b/core/external/provider_updateartistinfo_test.go
index d783128fb..50ece7d69 100644
--- a/core/external/provider_updateartistinfo_test.go
+++ b/core/external/provider_updateartistinfo_test.go
@@ -250,6 +250,25 @@ var _ = Describe("Provider - UpdateArtistInfo", func() {
 		ag.AssertExpectations(GinkgoT())
 	})
 
+	It("does not persist provider placeholder image URLs returned by the agents", func() {
+		originalArtist := &model.Artist{ID: "ar-ph-image", Name: "Placeholder Image Artist"}
+		mockArtistRepo.SetData(model.Artists{*originalArtist})
+
+		ag.On("GetArtistMBID", ctx, "ar-ph-image", "Placeholder Image Artist").Return("", nil).Once()
+		ag.On("GetArtistImages", ctx, "ar-ph-image", "Placeholder Image Artist", "").
+			Return([]agents.ExternalImage{{URL: placeholderImageURL, Size: 1000}}, nil).Once()
+		ag.On("GetArtistBiography", ctx, "ar-ph-image", "Placeholder Image Artist", "").Return("", nil).Maybe()
+		ag.On("GetArtistURL", ctx, "ar-ph-image", "Placeholder Image Artist", "").Return("", nil).Maybe()
+		ag.On("GetSimilarArtists", ctx, "ar-ph-image", "Placeholder Image Artist", "", 100).Return(nil, nil).Maybe()
+
+		updatedArtist, err := p.UpdateArtistInfo(ctx, "ar-ph-image", 10, false)
+
+		Expect(err).NotTo(HaveOccurred())
+		Expect(updatedArtist.LargeImageUrl).To(BeEmpty())
+		Expect(updatedArtist.MediumImageUrl).To(BeEmpty())
+		Expect(updatedArtist.SmallImageUrl).To(BeEmpty())
+	})
+
 	It("matches similar artists by ID first when agent provides IDs", func() {
 		originalArtist := &model.Artist{
 			ID:   "ar-id-match",