diff --git a/docs/index.md b/docs/index.md
index 1c9f87b2..9bcd7ed4 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -96,6 +96,12 @@ Otherwise, current known limitations are:
   Image Updater is running in (or has access to). It is currently not possible
   to fetch those secrets from other clusters.
 
+* When using Helm applications with zero-replica deployments and `force-update`
+  enabled, the image updater will attempt to match common Helm parameter patterns
+  for image tags (such as `image.tag`, `*.version`, `*.imageTag`). If your Helm
+  chart uses uncommon parameter names, the updater may not detect the current
+  image version correctly, leading to repeated update attempts.
+
 ## Questions, help and support
 
 If you have any questions, need some help in setting things up or just want to
diff --git a/pkg/argocd/argocd.go b/pkg/argocd/argocd.go
index a06d351a..e18a25fb 100644
--- a/pkg/argocd/argocd.go
+++ b/pkg/argocd/argocd.go
@@ -5,6 +5,7 @@ import (
 	"fmt"
 	"os"
 	"path/filepath"
+	"regexp"
 	"strings"
 	"time"
 
@@ -592,8 +593,25 @@ func GetImagesFromApplication(app *v1alpha1.Application) image.ContainerImageLis
 	annotations := app.Annotations
 	for _, img := range *parseImageList(annotations) {
 		if img.HasForceUpdateOptionAnnotation(annotations, common.ImageUpdaterAnnotationPrefix) {
-			img.ImageTag = nil // the tag from the image list will be a version constraint, which isn't a valid tag
-			images = append(images, img)
+			// Check if this image is already in the list from status
+			// We only consider it a duplicate if both the registry and image name match
+			found := false
+			for _, existingImg := range images {
+				if existingImg.ImageName == img.ImageName && existingImg.RegistryURL == img.RegistryURL {
+					found = true
+					break
+				}
+			}
+
+			if !found {
+				currentImage := getImageFromSpec(app, img)
+				if currentImage != nil {
+					img.ImageTag = currentImage.ImageTag
+				} else {
+					img.ImageTag = nil
+				}
+				images = append(images, img)
+			}
 		}
 	}
 
@@ -727,3 +745,107 @@ func (a ApplicationType) String() string {
 		return "Unknown"
 	}
 }
+
+// getImageFromSpec tries to find the current image tag from the application spec.
+// For Helm applications, it attempts to match common parameter patterns for image tags
+// using regex (e.g., image.tag, *.version, *.imageTag). However, if a Helm chart uses
+// uncommon parameter names, this function may not detect them correctly.
+func getImageFromSpec(app *v1alpha1.Application, targetImage *image.ContainerImage) *image.ContainerImage {
+	if targetImage == nil {
+		return nil
+	}
+
+	appType := getApplicationType(app)
+	source := getApplicationSource(app)
+
+	if source == nil {
+		return nil
+	}
+
+	switch appType {
+	case ApplicationTypeHelm:
+		if source.Helm != nil && source.Helm.Parameters != nil {
+			// Try to find image name and tag parameters
+			var imageName, imageTag string
+			imageNameParam := targetImage.GetParameterHelmImageName(app.Annotations, common.ImageUpdaterAnnotationPrefix)
+			imageTagParam := targetImage.GetParameterHelmImageTag(app.Annotations, common.ImageUpdaterAnnotationPrefix)
+
+			if imageNameParam == "" {
+				imageNameParam = registryCommon.DefaultHelmImageName
+			}
+			if imageTagParam == "" {
+				imageTagParam = registryCommon.DefaultHelmImageTag
+			}
+
+			for _, param := range source.Helm.Parameters {
+				if param.Name == imageNameParam {
+					imageName = param.Value
+				}
+				if param.Name == imageTagParam {
+					imageTag = param.Value
+				}
+			}
+
+			if imageName != "" && imageTag != "" && imageName == targetImage.GetFullNameWithoutTag() {
+				foundImage := image.NewFromIdentifier(fmt.Sprintf("%s:%s", imageName, imageTag))
+				if foundImage != nil {
+					return foundImage
+				}
+			}
+
+			if imageTag == "" {
+				tagPatterns := []*regexp.Regexp{
+					regexp.MustCompile(`^(.+\.)?(tag|version|imageTag)$`),
+					regexp.MustCompile(`^(image|container)\.(.+\.)?(tag|version)$`),
+				}
+
+				for _, param := range source.Helm.Parameters {
+					for _, pattern := range tagPatterns {
+						if pattern.MatchString(param.Name) && param.Value != "" {
+							prefix := strings.TrimSuffix(param.Name, ".tag")
+							prefix = strings.TrimSuffix(prefix, ".version")
+							prefix = strings.TrimSuffix(prefix, ".imageTag")
+
+							for _, p := range source.Helm.Parameters {
+								if (p.Name == prefix || p.Name == prefix+".name" || p.Name == prefix+".repository") &&
+									p.Value == targetImage.GetFullNameWithoutTag() {
+									foundImage := image.NewFromIdentifier(fmt.Sprintf("%s:%s", targetImage.GetFullNameWithoutTag(), param.Value))
+									if foundImage != nil {
+										return foundImage
+									}
+								}
+							}
+						}
+					}
+				}
+			}
+
+			for _, param := range source.Helm.Parameters {
+				if param.Name == "image" || param.Name == "image.repository" || param.Name == registryCommon.DefaultHelmImageName {
+					foundImage := image.NewFromIdentifier(param.Value)
+					if foundImage != nil && foundImage.ImageName == targetImage.ImageName {
+						return foundImage
+					}
+				}
+			}
+		}
+	case ApplicationTypeKustomize:
+		if source.Kustomize != nil && source.Kustomize.Images != nil {
+			for _, kustomizeImage := range source.Kustomize.Images {
+				imageStr := string(kustomizeImage)
+				if strings.Contains(imageStr, "=") {
+					parts := strings.SplitN(imageStr, "=", 2)
+					if len(parts) == 2 {
+						imageStr = parts[1]
+					}
+				}
+				foundImage := image.NewFromIdentifier(imageStr)
+				if foundImage != nil && foundImage.ImageName == targetImage.ImageName {
+					return foundImage
+				}
+			}
+		}
+	}
+
+	return nil
+}
diff --git a/pkg/argocd/argocd_test.go b/pkg/argocd/argocd_test.go
index 261cc9f0..4af54aad 100644
--- a/pkg/argocd/argocd_test.go
+++ b/pkg/argocd/argocd_test.go
@@ -81,6 +81,79 @@ func Test_GetImagesFromApplication(t *testing.T) {
 		assert.Equal(t, "nginx", imageList[0].ImageName)
 		assert.Nil(t, imageList[0].ImageTag)
 	})
+
+	t.Run("Get list of images from application with force-update and zero replicas - Helm", func(t *testing.T) {
+		application := &v1alpha1.Application{
+			ObjectMeta: v1.ObjectMeta{
+				Name:      "test-app",
+				Namespace: "argocd",
+				Annotations: map[string]string{
+					fmt.Sprintf(registryCommon.Prefixed(common.ImageUpdaterAnnotationPrefix, registryCommon.ForceUpdateOptionAnnotationSuffix), "myapp"): "true",
+					common.ImageUpdaterAnnotation: "myapp=myregistry/myapp",
+				},
+			},
+			Spec: v1alpha1.ApplicationSpec{
+				Source: &v1alpha1.ApplicationSource{
+					Helm: &v1alpha1.ApplicationSourceHelm{
+						Parameters: []v1alpha1.HelmParameter{
+							{
+								Name:  "image.name",
+								Value: "myregistry/myapp",
+							},
+							{
+								Name:  "image.tag",
+								Value: "1.2.3",
+							},
+						},
+					},
+				},
+			},
+			Status: v1alpha1.ApplicationStatus{
+				SourceType: v1alpha1.ApplicationSourceTypeHelm,
+				Summary: v1alpha1.ApplicationSummary{
+					Images: []string{}, // Empty - simulating 0 replicas
+				},
+			},
+		}
+		imageList := GetImagesFromApplication(application)
+		require.Len(t, imageList, 1)
+		assert.Equal(t, "myregistry/myapp", imageList[0].ImageName)
+		assert.NotNil(t, imageList[0].ImageTag)
+		assert.Equal(t, "1.2.3", imageList[0].ImageTag.TagName)
+	})
+
+	t.Run("Get list of images from application with force-update and zero replicas - Kustomize", func(t *testing.T) {
+		application := &v1alpha1.Application{
+			ObjectMeta: v1.ObjectMeta{
+				Name:      "test-app",
+				Namespace: "argocd",
+				Annotations: map[string]string{
+					fmt.Sprintf(registryCommon.Prefixed(common.ImageUpdaterAnnotationPrefix, registryCommon.ForceUpdateOptionAnnotationSuffix), "myapp"): "true",
+					common.ImageUpdaterAnnotation: "myapp=myregistry/myapp",
+				},
+			},
+			Spec: v1alpha1.ApplicationSpec{
+				Source: &v1alpha1.ApplicationSource{
+					Kustomize: &v1alpha1.ApplicationSourceKustomize{
+						Images: v1alpha1.KustomizeImages{
+							"myregistry/myapp:2.3.4",
+						},
+					},
+				},
+			},
+			Status: v1alpha1.ApplicationStatus{
+				SourceType: v1alpha1.ApplicationSourceTypeKustomize,
+				Summary: v1alpha1.ApplicationSummary{
+					Images: []string{}, // Empty - simulating 0 replicas
+				},
+			},
+		}
+		imageList := GetImagesFromApplication(application)
+		require.Len(t, imageList, 1)
+		assert.Equal(t, "myregistry/myapp", imageList[0].ImageName)
+		assert.NotNil(t, imageList[0].ImageTag)
+		assert.Equal(t, "2.3.4", imageList[0].ImageTag.TagName)
+	})
 }
 
 func Test_GetImagesAndAliasesFromApplication(t *testing.T) {
diff --git a/pkg/argocd/update.go b/pkg/argocd/update.go
index 2cb7836f..bd0d3cfd 100644
--- a/pkg/argocd/update.go
+++ b/pkg/argocd/update.go
@@ -175,9 +175,40 @@ func UpdateApplication(updateConf *UpdateConfiguration, state *SyncIterationStat
 	for _, applicationImage := range updateConf.UpdateApp.Images {
 		updateableImage := applicationImages.ContainsImage(applicationImage, false)
 		if updateableImage == nil {
-			log.WithContext().AddField("application", app).Debugf("Image '%s' seems not to be live in this application, skipping", applicationImage.ImageName)
-			result.NumSkipped += 1
-			continue
+			// for force-update images, we should not skip them even if they're not "live"
+			// this handles cases like 0-replica deployments or CronJobs without active jobs
+			if applicationImage.HasForceUpdateOptionAnnotation(updateConf.UpdateApp.Application.Annotations, common.ImageUpdaterAnnotationPrefix) {
+				// find the image in our list that matches by name
+				// Compare without registry prefix to handle different registries
+				appImgNameWithoutRegistry := applicationImage.ImageName
+				if strings.Contains(appImgNameWithoutRegistry, "/") {
+					parts := strings.Split(appImgNameWithoutRegistry, "/")
+					if len(parts) >= 2 && strings.Contains(parts[0], ".") {
+						appImgNameWithoutRegistry = strings.Join(parts[1:], "/")
+					}
+				}
+
+				for _, img := range applicationImages {
+					imgNameWithoutRegistry := img.ImageName
+					if strings.Contains(imgNameWithoutRegistry, "/") {
+						parts := strings.Split(imgNameWithoutRegistry, "/")
+						if len(parts) >= 2 && strings.Contains(parts[0], ".") {
+							imgNameWithoutRegistry = strings.Join(parts[1:], "/")
+						}
+					}
+
+					if img.ImageName == applicationImage.ImageName || imgNameWithoutRegistry == appImgNameWithoutRegistry {
+						updateableImage = img
+						break
+					}
+				}
+			}
+
+			if updateableImage == nil {
+				log.WithContext().AddField("application", app).Debugf("Image '%s' seems not to be live in this application, skipping", applicationImage.ImageName)
+				result.NumSkipped += 1
+				continue
+			}
 		}
 
 		// In some cases, the running image has no tag set. We create a dummy