diff --git a/internal/engine/id_generator.go b/internal/engine/id_generator.go
index badd7eb..3c504d2 100644
--- a/internal/engine/id_generator.go
+++ b/internal/engine/id_generator.go
@@ -125,15 +125,17 @@ func (g *IDGenerator) createDeterministicSignature(node *html.Node, filePath str
 	domPath := g.getDetailedDOMPath(node)
 	allClasses := strings.Join(GetClasses(node), " ")
 	semanticContext := g.getSemanticContext(node)
+	parentContext := g.getParentContainerContext(node)
 	preciseIndex := g.getPreciseSiblingIndex(node)
 
-	// Create purely structural deterministic signature
-	signature := fmt.Sprintf("%s|%s|%s|%s|%s|%d",
+	// Create enhanced structural deterministic signature with parent context
+	signature := fmt.Sprintf("%s|%s|%s|%s|%s|%s|%d",
 		filePath,        // File context for uniqueness across files
 		domPath,         // Detailed structural position in DOM
 		tag,             // Element type
 		allClasses,      // All CSS classes for style differentiation
 		semanticContext, // Semantic context (header/main/footer/nav)
+		parentContext,   // Parent container unique context
 		preciseIndex,    // Precise position among exact siblings
 	)
 
@@ -310,6 +312,111 @@ func (g *IDGenerator) classSlicesEqual(a, b []string) bool {
 	return true
 }
 
+// getParentContainerContext extracts unique context from parent containers and siblings
+func (g *IDGenerator) getParentContainerContext(node *html.Node) string {
+	if node.Parent == nil {
+		return ""
+	}
+
+	// First check for unique context in immediate parent's children (siblings)
+	siblingContext := g.getSiblingContext(node)
+	if siblingContext != "" {
+		return "sibling:" + siblingContext
+	}
+
+	// Look through parent chain for unique identifiers
+	current := node.Parent
+	depth := 0
+
+	for current != nil && current.Type == html.ElementNode && depth < 3 {
+		// Check for ID attribute (most unique)
+		if id := g.getAttribute(current, "id"); id != "" {
+			return "id:" + id
+		}
+
+		// Check for unique classes (not just "insertr" or common ones)
+		classes := GetClasses(current)
+		for _, class := range classes {
+			if class != "insertr" && class != "container" && class != "content" && class != "" {
+				return "class:" + class
+			}
+		}
+
+		// Look for unique text content in parent's children (like headings)
+		uniqueText := g.getParentUniqueText(current)
+		if uniqueText != "" {
+			return "text:" + uniqueText
+		}
+
+		current = current.Parent
+		depth++
+	}
+
+	return ""
+}
+
+// getSiblingContext looks for unique identifying content in sibling elements
+func (g *IDGenerator) getSiblingContext(node *html.Node) string {
+	if node.Parent == nil {
+		return ""
+	}
+
+	// Look for heading siblings that provide unique context
+	for sibling := node.Parent.FirstChild; sibling != nil; sibling = sibling.NextSibling {
+		if sibling.Type == html.ElementNode && sibling != node {
+			tag := strings.ToLower(sibling.Data)
+			// Check for heading elements
+			if tag == "h1" || tag == "h2" || tag == "h3" || tag == "h4" || tag == "h5" || tag == "h6" {
+				var text strings.Builder
+				g.extractTextContent(sibling, &text)
+				content := strings.TrimSpace(text.String())
+				if content != "" && len(content) > 3 {
+					// Return first 12 chars for uniqueness
+					if len(content) > 12 {
+						content = content[:12]
+					}
+					return content
+				}
+			}
+		}
+	}
+
+	return ""
+}
+
+// getParentUniqueText extracts unique text from parent's child elements
+func (g *IDGenerator) getParentUniqueText(parent *html.Node) string {
+	for child := parent.FirstChild; child != nil; child = child.NextSibling {
+		if child.Type == html.ElementNode {
+			tag := strings.ToLower(child.Data)
+			// Look for heading elements or elements with distinctive text
+			if tag == "h1" || tag == "h2" || tag == "h3" || tag == "h4" || tag == "h5" || tag == "h6" {
+				var text strings.Builder
+				g.extractTextContent(child, &text)
+				content := strings.TrimSpace(text.String())
+				if content != "" && len(content) > 2 {
+					// Return first 15 chars of heading text for uniqueness
+					if len(content) > 15 {
+						content = content[:15]
+					}
+					return content
+				}
+			}
+		}
+	}
+	return ""
+}
+
+// getAttribute safely gets an attribute value from a node
+func (g *IDGenerator) getAttribute(node *html.Node, attrName string) string {
+	for _, attr := range node.Attr {
+		if attr.Key == attrName {
+			return attr.Val
+		}
+	}
+	return ""
+}
+
 // getContentPreview extracts first 50 characters of text content for uniqueness
 func (g *IDGenerator) getContentPreview(node *html.Node) string {
 	var text strings.Builder