diff --git a/packages/Webkul/Product/src/Models/ProductAttributeValue.php b/packages/Webkul/Product/src/Models/ProductAttributeValue.php
index 562fc07b3..615baf5e5 100755
--- a/packages/Webkul/Product/src/Models/ProductAttributeValue.php
+++ b/packages/Webkul/Product/src/Models/ProductAttributeValue.php
@@ -4,14 +4,20 @@ namespace Webkul\Product\Models;
 
 use Illuminate\Database\Eloquent\Model;
 use Webkul\Attribute\Models\AttributeProxy;
-use Webkul\Channel\Models\ChannelProxy;
 use Webkul\Product\Contracts\ProductAttributeValue as ProductAttributeValueContract;
 
 class ProductAttributeValue extends Model implements ProductAttributeValueContract
 {
+    /**
+     * Indicates if the model should be timestamped.
+     *
+     * @var bool
+     */
     public $timestamps = false;
 
     /**
+     * Attribute type fields.
+     *
      * @var array
      */
     public static $attributeTypeFields = [
@@ -28,10 +34,14 @@ class ProductAttributeValue extends Model implements ProductAttributeValueContra
         'checkbox'    => 'text_value',
     ];
 
+    /**
+     * The attributes that are mass assignable.
+     *
+     * @var array
+     */
     protected $fillable = [
         'product_id',
         'attribute_id',
-        'channel_id',
         'locale',
         'channel',
         'text_value',
@@ -58,12 +68,4 @@ class ProductAttributeValue extends Model implements ProductAttributeValueContra
     {
         return $this->belongsTo(ProductProxy::modelClass());
     }
-
-    /**
-     * Get the channel that owns the attribute value.
-     */
-    public function channel()
-    {
-        return $this->belongsTo(ChannelProxy::modelClass());
-    }
-}
\ No newline at end of file
+}
diff --git a/packages/Webkul/Product/src/Repositories/ProductRepository.php b/packages/Webkul/Product/src/Repositories/ProductRepository.php
index c591bed5d..d64fd490b 100755
--- a/packages/Webkul/Product/src/Repositories/ProductRepository.php
+++ b/packages/Webkul/Product/src/Repositories/ProductRepository.php
@@ -466,17 +466,19 @@ class ProductRepository extends Repository
         } else {
             $results = app(ProductFlatRepository::class)->scopeQuery(function ($query) use ($term, $channel, $locale) {
 
+                $query = $query->distinct()
+                    ->addSelect('product_flat.*')
+                    ->join('product_flat as variants', 'product_flat.id', '=', DB::raw('COALESCE(' . DB::getTablePrefix() . 'variants.parent_id, ' . DB::getTablePrefix() . 'variants.id)'))
+                    ->where('product_flat.channel', $channel)
+                    ->where('product_flat.locale', $locale)
+                    ->whereNotNull('product_flat.url_key');
+
                 if (! core()->getConfigData('catalog.products.homepage.out_of_stock_items')) {
                     $query = $this->checkOutOfStockItem($query);
                 }
 
-                return $query->distinct()
-                    ->addSelect('product_flat.*')
-                    ->where('product_flat.status', 1)
+                return $query->where('product_flat.status', 1)
                     ->where('product_flat.visible_individually', 1)
-                    ->where('product_flat.channel', $channel)
-                    ->where('product_flat.locale', $locale)
-                    ->whereNotNull('product_flat.url_key')
                     ->where(function ($subQuery) use ($term) {
                         $queries = explode('_', $term);
 
diff --git a/packages/Webkul/Shop/src/Resources/views/guest/compare/compare-products.blade.php b/packages/Webkul/Shop/src/Resources/views/guest/compare/compare-products.blade.php
index f3bfe154f..31eadd4f1 100644
--- a/packages/Webkul/Shop/src/Resources/views/guest/compare/compare-products.blade.php
+++ b/packages/Webkul/Shop/src/Resources/views/guest/compare/compare-products.blade.php
@@ -106,6 +106,11 @@
                                                 <span v-else class="fs16">__</span>
                                                 @break;
 
+                                            @case('multiselect')
+                                                <span v-if="product.product['{{ $attribute['code'] }}']" v-html="getAttributeOptions(product['{{ $attribute['code'] }}'] ? product : product.product['{{ $attribute['code'] }}'] ? product.product : null, '{{ $attribute['code'] }}', 'multiple')" class="fs16"></span>
+                                                <span v-else class="fs16">__</span>
+                                                @break
+
                                             @case ('file')
                                             @case ('image')
                                                 <a :href="`${baseUrl}/${product.url_key}`" class="unset">
diff --git a/packages/Webkul/Velocity/src/Resources/views/shop/guest/compare/compare-products.blade.php b/packages/Webkul/Velocity/src/Resources/views/shop/guest/compare/compare-products.blade.php
index 3d4ce5fde..e72e090bf 100644
--- a/packages/Webkul/Velocity/src/Resources/views/shop/guest/compare/compare-products.blade.php
+++ b/packages/Webkul/Velocity/src/Resources/views/shop/guest/compare/compare-products.blade.php
@@ -116,6 +116,11 @@
                                                 <span v-else class="fs16">__</span>
                                                 @break;
 
+                                            @case('multiselect')
+                                                <span v-if="product.product['{{ $attribute['code'] }}']" v-html="getAttributeOptions(product['{{ $attribute['code'] }}'] ? product : product.product['{{ $attribute['code'] }}'] ? product.product : null, '{{ $attribute['code'] }}', 'multiple')" class="fs16"></span>
+                                                <span v-else class="fs16">__</span>
+                                                @break
+
                                             @case ('file')
                                             @case ('image')
                                                 <a :href="`${$root.baseUrl}/${product.url_key}`" class="unset">
@@ -215,7 +220,7 @@
                             } else {
                                 this.$set(this, 'products', this.products.filter(product => product.id != productId));
                             }
-                            
+
                             this.$root.headerItemsCount++;
 
                             window.showAlert(`alert-${response.data.status}`, response.data.label, response.data.message);