diff --git a/CHANGELOG.md b/CHANGELOG.md
index 54c519202fe8..3a6b430efdd5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -67,6 +67,7 @@
 - PIM-10814: Wysiwyg now supports languages that use right-to-left (rtl) scripts
 - PIM-10956: Fix deletion of category with enriched category template
 - PIM-10914: Add title and ellipsis for long labels on attribute select
+- PIM-10967: Fix inconsistency on DQI completeness recommendation
 - PIM-10639 : Prevent users to change his password without providing its current password
 
 ## Improvements
diff --git a/src/Akeneo/Pim/Automation/DataQualityInsights/back/Application/ProductEvaluation/CompleteEvaluationWithImprovableAttributes.php b/src/Akeneo/Pim/Automation/DataQualityInsights/back/Application/ProductEvaluation/CompleteEvaluationWithImprovableAttributes.php
index 94ea3e1d64ca..793c2cb4dcd6 100644
--- a/src/Akeneo/Pim/Automation/DataQualityInsights/back/Application/ProductEvaluation/CompleteEvaluationWithImprovableAttributes.php
+++ b/src/Akeneo/Pim/Automation/DataQualityInsights/back/Application/ProductEvaluation/CompleteEvaluationWithImprovableAttributes.php
@@ -61,8 +61,13 @@ private function completeCompletenessEvaluation(
         $evaluationResultData = $criterionEvaluation->getResult()->getData();
         $evaluationResultData['attributes_with_rates'] = $this->getAttributesWithRates($completenessResult);
 
+        /**
+         * In some cases the rates of the persisted result are different from the one just calculated (See PIM-10967)
+         * It can happen when the required attributes list of a family has been changed, but the impacted products have not been re-evaluated yet
+         * So we also need to replace the rates to be always accurate with the list of improvable attributes
+         */
         $completedCriterionEvaluationResult = new Read\CriterionEvaluationResult(
-            $criterionEvaluation->getResult()->getRates(),
+            $completenessResult->getRates(),
             $criterionEvaluation->getResult()->getStatus(),
             $evaluationResultData
         );
diff --git a/src/Akeneo/Pim/Automation/DataQualityInsights/tests/back/Specification/Application/ProductEvaluation/CompleteEvaluationWithImprovableAttributesSpec.php b/src/Akeneo/Pim/Automation/DataQualityInsights/tests/back/Specification/Application/ProductEvaluation/CompleteEvaluationWithImprovableAttributesSpec.php
index 8a0365c9e8f0..ed204565c090 100644
--- a/src/Akeneo/Pim/Automation/DataQualityInsights/tests/back/Specification/Application/ProductEvaluation/CompleteEvaluationWithImprovableAttributesSpec.php
+++ b/src/Akeneo/Pim/Automation/DataQualityInsights/tests/back/Specification/Application/ProductEvaluation/CompleteEvaluationWithImprovableAttributesSpec.php
@@ -24,7 +24,6 @@
 use Akeneo\Pim\Automation\DataQualityInsights\Domain\ValueObject\Rate;
 use PhpSpec\ObjectBehavior;
 use Prophecy\Argument;
-use Ramsey\Uuid\Uuid;
 
 /**
  * @copyright 2021 Akeneo SAS (http://www.akeneo.com)
@@ -57,12 +56,17 @@ public function it_completes_a_product_evaluation_with_improvable_attributes(
             'mobile' => ['en_US'],
         ]));
 
-        $requiredAttributesCompletenessResult = new CompletenessCalculationResult();
-        $requiredAttributesCompletenessResult->addMissingAttributes($channelCodeEcommerce, $localeCodeEn, ['description', 'name']);
-        $requiredAttributesCompletenessResult->addMissingAttributes($channelCodeMobile, $localeCodeEn, []);
+        $requiredAttributesCompletenessResult = (new CompletenessCalculationResult())
+            ->addRate($channelCodeEcommerce, $localeCodeEn, new Rate(80))
+            ->addMissingAttributes($channelCodeEcommerce, $localeCodeEn, ['description', 'name'])
+            ->addRate($channelCodeMobile, $localeCodeEn, new Rate(100))
+            ->addMissingAttributes($channelCodeMobile, $localeCodeEn, []);
 
-        $nonRequiredAttributesCompletenessResult = new CompletenessCalculationResult();
-        $nonRequiredAttributesCompletenessResult->addMissingAttributes($channelCodeEcommerce, $localeCodeEn, ['title', 'meta_title']);
+        $nonRequiredAttributesCompletenessResult = (new CompletenessCalculationResult())
+            ->addRate($channelCodeEcommerce, $localeCodeEn, new Rate(75))
+            ->addMissingAttributes($channelCodeEcommerce, $localeCodeEn, ['title', 'meta_title'])
+            ->addRate($channelCodeMobile, $localeCodeEn, new Rate(100))
+            ->addMissingAttributes($channelCodeMobile, $localeCodeEn, []);;
 
         $calculateRequiredAttributesCompleteness->calculate($productUuid)->willReturn($requiredAttributesCompletenessResult);
         $calculateNonRequiredAttributesCompleteness->calculate($productUuid)->willReturn($nonRequiredAttributesCompletenessResult);
@@ -86,6 +90,15 @@ public function it_completes_a_product_evaluation_with_improvable_attributes(
             ]
         ]);
 
+        $completedRequiredCompletenessEvaluation->getResult()->getRates()->toArrayInt()->shouldBe([
+            'ecommerce' => [
+                'en_US' => 80
+            ],
+            'mobile' => [
+                'en_US' =>100
+            ],
+        ]);
+
         $completedRequiredCompletenessEvaluation->getProductId()->shouldBe($productUuid);
         $completedRequiredCompletenessEvaluation->getStatus()->shouldBe($requiredCompletenessEvaluation->getStatus());
         $completedRequiredCompletenessEvaluation->getEvaluatedAt()->shouldBe($requiredCompletenessEvaluation->getEvaluatedAt());
@@ -105,6 +118,14 @@ public function it_completes_a_product_evaluation_with_improvable_attributes(
                 'mobile' => ['en_US' => []],
             ]
         ]);
+        $completedNonRequiredCompletenessEvaluation->getResult()->getRates()->toArrayInt()->shouldBe([
+            'ecommerce' => [
+                'en_US' => 75
+            ],
+            'mobile' => [
+                'en_US' =>100
+            ],
+        ]);
 
         $spellingCriterionCode = new CriterionCode('consistency_spelling');
         $completedCriteriaEvaluations->get($spellingCriterionCode)->shouldBe($criteriaEvaluations->get($spellingCriterionCode));
@@ -132,7 +153,7 @@ private function givenProductCriteriaEvaluationsWithCompleteness(ProductUuid $pr
         $localeCodeEn = new LocaleCode('en_US');
 
         $completenessOfRequiredAttributesRates = (new ChannelLocaleRateCollection())
-            ->addRate($channelCodeEcommerce, $localeCodeEn, new Rate(95))
+            ->addRate($channelCodeEcommerce, $localeCodeEn, new Rate(100))
             ->addRate($channelCodeMobile, $localeCodeEn, new Rate(70));
 
         $completenessOfRequiredAttributesStatus = (new CriterionEvaluationResultStatusCollection())