diff --git a/src/plugins/intel_cpu/src/transformations/snippets/aarch64/pass/snippets_mark_skipped.cpp b/src/plugins/intel_cpu/src/transformations/snippets/aarch64/pass/snippets_mark_skipped.cpp
index d540529ae04b3f..d993724e52ce3a 100644
--- a/src/plugins/intel_cpu/src/transformations/snippets/aarch64/pass/snippets_mark_skipped.cpp
+++ b/src/plugins/intel_cpu/src/transformations/snippets/aarch64/pass/snippets_mark_skipped.cpp
@@ -263,64 +263,20 @@ auto is_skipped_op(const std::shared_ptr<ov::Node>& op) -> bool {
            ov::is_type<ov::op::v0::Result>(op);
 }
 
-bool isSuitableChildForFusingMatMul(const std::shared_ptr<const Node> &node, const bool canMatMulBeExecutedInI8,
-                                    NodeFusingType &updatedChainType, int& fusingAxis) {
-    // Firsly check for Bias and DQScales fusion
-    const bool is_bias = ov::is_type<ov::opset1::Add>(node);
-    const bool is_dq_scales = ov::is_type<ov::opset1::Multiply>(node) && canMatMulBeExecutedInI8;
-    if (is_bias || is_dq_scales) {
-        for (const auto &in : node->inputs()) {
-            const auto& parent_out = in.get_source_output();
-            const auto& parent = parent_out.get_node_shared_ptr();
-            const auto& parent_pshape = parent_out.get_partial_shape();
-            if (ov::is_type<ov::op::v0::MatMul>(parent) && parent_pshape.rank().is_static()) {
-                if (parent->get_output_target_inputs(0).size() > 1)
-                    break;
-                const auto bias_port = 1 - in.get_index();
-                const auto bias_out = node->input_value(bias_port);
-                if ((bias_out.get_target_inputs().size() > 1) || !ov::op::util::is_on_constant_path(bias_out))
-                    break;
-                const auto& bias_pshape = bias_out.get_partial_shape();
-                if (bias_pshape.is_dynamic())
-                    break;
-                auto getNormalizedPShape = [](const ov::PartialShape &dims, size_t ndims) ->  ov::PartialShape {
-                    if (dims.size() >= ndims)
-                        return dims;
-                    ov::PartialShape pshape(std::vector<size_t>(ndims, 1));
-                    std::copy(dims.rbegin(), dims.rend(), pshape.rbegin());
-                    return pshape;
-                };
-                const auto bias_pshape_norm = getNormalizedPShape(bias_pshape, parent_pshape.size());
-                if (fusingAxis >= static_cast<int>(bias_pshape_norm.size()) || fusingAxis >= static_cast<int>(parent_pshape.size()) ||
-                    bias_pshape_norm.size() != parent_pshape.size() || bias_pshape_norm.size() < 2)
-                    break;
-                if (((bias_pshape_norm[fusingAxis] == parent_pshape[fusingAxis]) || (is_dq_scales && bias_pshape_norm[fusingAxis] == 1)) &&
-                    (bias_pshape_norm[fusingAxis] == static_cast<int64_t>(shape_size(bias_pshape_norm.get_shape()))))
-                    return true;
-            }
-        }
-    }
-
-    // FuseMatMulAndSimpleOperation or FuseFullyConnectedAndSimpleOperation
+bool isSuitableChildForFC(const std::shared_ptr<const Node> &node, const bool canMatMulBeExecutedInI8, int& fusingAxis) {
     // Invoke SupportsFusingWithConvolution_Simple directly instead of isSuitableChildForFusingSimple to
     // eliminate getNumNonConstInputs() check
     if (SupportsFusingWithConvolution_Simple(node, fusingAxis)) {
         size_t num_non_const_inputs = 0;
         size_t num_mm_inputs = 0;
         for (const auto &parent_out : node->input_values()) {
-            // To avoid endless check `is_on_constant_path` for MatMul branch
             if (one_of(GetNodeFusingType(parent_out.get_node_shared_ptr()), NodeFusingType::FusedWithFC, NodeFusingType::FusedWithFCI8))
                 num_mm_inputs++;
             else if (!ov::op::util::is_on_constant_path(parent_out))
                 num_non_const_inputs++;
         }
-        if (num_non_const_inputs + num_mm_inputs != 1)
-            return false;
-
-        updatedChainType = NodeFusingType::FusedWithMisc;
-        return true;
+        return (num_non_const_inputs + num_mm_inputs == 1);
     }
-
     return false;
 }
 
@@ -378,10 +334,8 @@ bool SnippetsMarkSkipped::run_on_model(const std::shared_ptr<ov::Model> &m) {
                     }
                 } else if (one_of(fusingChainType, NodeFusingType::FusedWithFC, NodeFusingType::FusedWithFCI8)) {
                     const bool isExecutedInINT8 = fusingChainType == NodeFusingType::FusedWithFCI8;
-                    // Handle fusings for both MatMul and FullyConnected
-                    NodeFusingType updatedChainType = fusingChainType;
-                    if (isSuitableChildForFusingMatMul(node, isExecutedInINT8, updatedChainType, channelAxis))
-                        PropagateIfHasOnlyChild(node, updatedChainType);
+                    if (isSuitableChildForFC(node, isExecutedInINT8, channelAxis))
+                        PropagateIfHasOnlyChild(node, fusingChainType);
                 }
             }
         }