diff --git a/lib/ProductOpener/Attributes.pm b/lib/ProductOpener/Attributes.pm
index 7cfa276be830d..3ce6b5512f8a2 100644
--- a/lib/ProductOpener/Attributes.pm
+++ b/lib/ProductOpener/Attributes.pm
@@ -1316,6 +1316,17 @@ sub compute_attribute_allergen ($product_ref, $target_lc, $attribute_id) {
 			display_taxonomy_tag($target_lc, "allergens", $allergen_id)
 		);
 		$attribute_ref->{icon_url} = "$static_subdomain/images/attributes/$allergen-content-unknown.svg";
+
+		if (not($product_ref->{ingredients_n})) {
+			# If we don't have ingredients,
+			# link to the ingredients panel that will have an action to add ingredients
+			$attribute_ref->{panel_id} = "ingredients";
+		}
+		else {
+			# If we have ingredients, then we have too many ingredients that we did not recognize,
+			# link to the ingredients analysis details
+			$attribute_ref->{panel_id} = "ingredients_analysis_details";
+		}
 	}
 	elsif ($attribute_ref->{match} == 100) {
 		$attribute_ref->{title} = sprintf(
@@ -1463,8 +1474,18 @@ sub compute_attribute_ingredients_analysis ($product_ref, $target_lc, $analysis)
 	# the ingredients_analysis taxonomy contains en:palm-oil and not en:contains-palm-oil
 	$analysis_tag =~ s/contains-(.*)$/$1/;
 
-	# Link to the corresponding knowledge panel (the panel id depends on the value of the property)
-	$attribute_ref->{panel_id} = "ingredients_analysis_en:" . $analysis_tag;
+	# Link to the corresponding knowledge panel
+	if (($status eq "unknown") and not($product_ref->{ingredients_n})) {
+		# If the status is unknown, and we don't have ingredients,
+		# link to the ingredients panel that will have an action to add ingredients
+		# Note that the status may be known (e.g. from labels like "Palm oil free")
+		# even if we don't have ingredients
+		$attribute_ref->{panel_id} = "ingredients";
+	}
+	else {
+		# Otherwise we link to the panel specific to the ingredients analysis property
+		$attribute_ref->{panel_id} = "ingredients_analysis_en:" . $analysis_tag;
+	}
 
 	if ($target_lc ne "data") {
 		$attribute_ref->{title} = display_taxonomy_tag($target_lc, "ingredients_analysis", "en:$analysis_tag");
diff --git a/tests/integration/expected_test_results/api_v3_product_write/patch-request-fields-updated-attribute-groups-knowledge-panels.json b/tests/integration/expected_test_results/api_v3_product_write/patch-request-fields-updated-attribute-groups-knowledge-panels.json
index 0a9da8c17d518..29670dd396177 100644
--- a/tests/integration/expected_test_results/api_v3_product_write/patch-request-fields-updated-attribute-groups-knowledge-panels.json
+++ b/tests/integration/expected_test_results/api_v3_product_write/patch-request-fields-updated-attribute-groups-knowledge-panels.json
@@ -65,6 +65,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/gluten-content-unknown.svg",
                   "id" : "allergens_no_gluten",
                   "name" : "Gluten",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Gluten"
                },
@@ -74,6 +75,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/milk-content-unknown.svg",
                   "id" : "allergens_no_milk",
                   "name" : "Milk",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Milk"
                },
@@ -83,6 +85,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/eggs-content-unknown.svg",
                   "id" : "allergens_no_eggs",
                   "name" : "Eggs",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Eggs"
                },
@@ -92,6 +95,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/nuts-content-unknown.svg",
                   "id" : "allergens_no_nuts",
                   "name" : "Nuts",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Nuts"
                },
@@ -101,6 +105,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/peanuts-content-unknown.svg",
                   "id" : "allergens_no_peanuts",
                   "name" : "Peanuts",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Peanuts"
                },
@@ -110,6 +115,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/sesame-seeds-content-unknown.svg",
                   "id" : "allergens_no_sesame_seeds",
                   "name" : "Sesame seeds",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Sesame seeds"
                },
@@ -119,6 +125,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/soybeans-content-unknown.svg",
                   "id" : "allergens_no_soybeans",
                   "name" : "Soybeans",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Soybeans"
                },
@@ -128,6 +135,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/celery-content-unknown.svg",
                   "id" : "allergens_no_celery",
                   "name" : "Celery",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Celery"
                },
@@ -137,6 +145,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/mustard-content-unknown.svg",
                   "id" : "allergens_no_mustard",
                   "name" : "Mustard",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Mustard"
                },
@@ -146,6 +155,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/lupin-content-unknown.svg",
                   "id" : "allergens_no_lupin",
                   "name" : "Lupin",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Lupin"
                },
@@ -155,6 +165,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/fish-content-unknown.svg",
                   "id" : "allergens_no_fish",
                   "name" : "Fish",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Fish"
                },
@@ -164,6 +175,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/crustaceans-content-unknown.svg",
                   "id" : "allergens_no_crustaceans",
                   "name" : "Crustaceans",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Crustaceans"
                },
@@ -173,6 +185,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/molluscs-content-unknown.svg",
                   "id" : "allergens_no_molluscs",
                   "name" : "Molluscs",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Molluscs"
                },
@@ -182,6 +195,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/sulphur-dioxide-and-sulphites-content-unknown.svg",
                   "id" : "allergens_no_sulphur_dioxide_and_sulphites",
                   "name" : "Sulphur dioxide and sulphites",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Presence unknown: Sulphur dioxide and sulphites"
                }
@@ -197,7 +211,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/vegan-status-unknown.svg",
                   "id" : "vegan",
                   "name" : "Vegan",
-                  "panel_id" : "ingredients_analysis_en:vegan-status-unknown",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Vegan status unknown"
                },
@@ -206,7 +220,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/vegetarian-status-unknown.svg",
                   "id" : "vegetarian",
                   "name" : "Vegetarian",
-                  "panel_id" : "ingredients_analysis_en:vegetarian-status-unknown",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Vegetarian status unknown"
                },
@@ -215,7 +229,7 @@
                   "icon_url" : "http://static.openfoodfacts.localhost/images/attributes/palm-oil-content-unknown.svg",
                   "id" : "palm_oil_free",
                   "name" : "Palm oil free",
-                  "panel_id" : "ingredients_analysis_en:palm-oil-content-unknown",
+                  "panel_id" : "ingredients",
                   "status" : "unknown",
                   "title" : "Palm oil content unknown"
                }
diff --git a/tests/unit/attributes.t b/tests/unit/attributes.t
index 2dbc72628b313..f81ec38e07e8f 100755
--- a/tests/unit/attributes.t
+++ b/tests/unit/attributes.t
@@ -151,9 +151,26 @@ my @tests = (
 			ingredients_text =>
 				"Cow milk, salt, microbial culture, garlic flavouring, guar gum, sugar, high fructose corn syrup",
 		}
-	]
+	],
 
-	#
+	# Ingredients analysis and allergens when we don't have ingredients, or ingredients are not recognized
+	[
+		'en-no-ingredients',
+		{
+			lc => "en",
+			categories => "Cheeses",
+			categories_tags => ["en:cheeses"],
+		}
+	],
+	[
+		'en-unknown-ingredients',
+		{
+			lc => "en",
+			categories => "Cheeses",
+			categories_tags => ["en:cheeses"],
+			ingredients_text => "some ingredient that we do not recognize",
+		}
+	],
 );
 
 foreach my $test_ref (@tests) {
diff --git a/tests/unit/expected_test_results/attributes/en-ecoscore-score-at-20-threshold.json b/tests/unit/expected_test_results/attributes/en-ecoscore-score-at-20-threshold.json
index d9d1ef1c1d173..8cd7a84fc7826 100644
--- a/tests/unit/expected_test_results/attributes/en-ecoscore-score-at-20-threshold.json
+++ b/tests/unit/expected_test_results/attributes/en-ecoscore-score-at-20-threshold.json
@@ -71,6 +71,7 @@
                "icon_url" : "https://server_domain/images/attributes/gluten-content-unknown.svg",
                "id" : "allergens_no_gluten",
                "name" : "Gluten",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Gluten"
             },
@@ -80,6 +81,7 @@
                "icon_url" : "https://server_domain/images/attributes/milk-content-unknown.svg",
                "id" : "allergens_no_milk",
                "name" : "Milk",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Milk"
             },
@@ -89,6 +91,7 @@
                "icon_url" : "https://server_domain/images/attributes/eggs-content-unknown.svg",
                "id" : "allergens_no_eggs",
                "name" : "Eggs",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Eggs"
             },
@@ -98,6 +101,7 @@
                "icon_url" : "https://server_domain/images/attributes/nuts-content-unknown.svg",
                "id" : "allergens_no_nuts",
                "name" : "Nuts",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Nuts"
             },
@@ -107,6 +111,7 @@
                "icon_url" : "https://server_domain/images/attributes/peanuts-content-unknown.svg",
                "id" : "allergens_no_peanuts",
                "name" : "Peanuts",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Peanuts"
             },
@@ -116,6 +121,7 @@
                "icon_url" : "https://server_domain/images/attributes/sesame-seeds-content-unknown.svg",
                "id" : "allergens_no_sesame_seeds",
                "name" : "Sesame seeds",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Sesame seeds"
             },
@@ -125,6 +131,7 @@
                "icon_url" : "https://server_domain/images/attributes/soybeans-content-unknown.svg",
                "id" : "allergens_no_soybeans",
                "name" : "Soybeans",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Soybeans"
             },
@@ -134,6 +141,7 @@
                "icon_url" : "https://server_domain/images/attributes/celery-content-unknown.svg",
                "id" : "allergens_no_celery",
                "name" : "Celery",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Celery"
             },
@@ -143,6 +151,7 @@
                "icon_url" : "https://server_domain/images/attributes/mustard-content-unknown.svg",
                "id" : "allergens_no_mustard",
                "name" : "Mustard",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Mustard"
             },
@@ -152,6 +161,7 @@
                "icon_url" : "https://server_domain/images/attributes/lupin-content-unknown.svg",
                "id" : "allergens_no_lupin",
                "name" : "Lupin",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Lupin"
             },
@@ -161,6 +171,7 @@
                "icon_url" : "https://server_domain/images/attributes/fish-content-unknown.svg",
                "id" : "allergens_no_fish",
                "name" : "Fish",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Fish"
             },
@@ -170,6 +181,7 @@
                "icon_url" : "https://server_domain/images/attributes/crustaceans-content-unknown.svg",
                "id" : "allergens_no_crustaceans",
                "name" : "Crustaceans",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Crustaceans"
             },
@@ -179,6 +191,7 @@
                "icon_url" : "https://server_domain/images/attributes/molluscs-content-unknown.svg",
                "id" : "allergens_no_molluscs",
                "name" : "Molluscs",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Molluscs"
             },
@@ -188,6 +201,7 @@
                "icon_url" : "https://server_domain/images/attributes/sulphur-dioxide-and-sulphites-content-unknown.svg",
                "id" : "allergens_no_sulphur_dioxide_and_sulphites",
                "name" : "Sulphur dioxide and sulphites",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Presence unknown: Sulphur dioxide and sulphites"
             }
@@ -203,7 +217,7 @@
                "icon_url" : "https://server_domain/images/attributes/vegan-status-unknown.svg",
                "id" : "vegan",
                "name" : "Vegan",
-               "panel_id" : "ingredients_analysis_en:vegan-status-unknown",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Vegan status unknown"
             },
@@ -212,7 +226,7 @@
                "icon_url" : "https://server_domain/images/attributes/vegetarian-status-unknown.svg",
                "id" : "vegetarian",
                "name" : "Vegetarian",
-               "panel_id" : "ingredients_analysis_en:vegetarian-status-unknown",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Vegetarian status unknown"
             },
@@ -221,7 +235,7 @@
                "icon_url" : "https://server_domain/images/attributes/palm-oil-content-unknown.svg",
                "id" : "palm_oil_free",
                "name" : "Palm oil free",
-               "panel_id" : "ingredients_analysis_en:palm-oil-content-unknown",
+               "panel_id" : "ingredients",
                "status" : "unknown",
                "title" : "Palm oil content unknown"
             }
diff --git a/tests/unit/expected_test_results/attributes/en-no-ingredients.json b/tests/unit/expected_test_results/attributes/en-no-ingredients.json
new file mode 100644
index 0000000000000..27216b02150aa
--- /dev/null
+++ b/tests/unit/expected_test_results/attributes/en-no-ingredients.json
@@ -0,0 +1,849 @@
+{
+   "allergens" : "",
+   "allergens_from_ingredients" : "",
+   "allergens_from_user" : "(en) ",
+   "allergens_hierarchy" : [],
+   "allergens_tags" : [],
+   "attribute_groups_en" : [
+      {
+         "attributes" : [
+            {
+               "description" : "",
+               "description_short" : "Missing data to compute the Nutri-Score",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nutriscore-unknown.svg",
+               "id" : "nutriscore",
+               "match" : 0,
+               "name" : "Nutri-Score",
+               "panel_id" : "nutriscore",
+               "status" : "unknown",
+               "title" : "Nutri-Score unknown"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nutrient-level-salt-unknown.svg",
+               "id" : "low_salt",
+               "missing" : "Missing nutrition facts",
+               "name" : "Salt",
+               "status" : "unknown",
+               "title" : "Salt in unknown quantity"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nutrient-level-fat-unknown.svg",
+               "id" : "low_fat",
+               "missing" : "Missing nutrition facts",
+               "name" : "Fat",
+               "status" : "unknown",
+               "title" : "Fat in unknown quantity"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nutrient-level-sugars-unknown.svg",
+               "id" : "low_sugars",
+               "missing" : "Missing nutrition facts",
+               "name" : "Sugars",
+               "status" : "unknown",
+               "title" : "Sugars in unknown quantity"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nutrient-level-saturated-fat-unknown.svg",
+               "id" : "low_saturated_fat",
+               "missing" : "Missing nutrition facts",
+               "name" : "Saturated fat",
+               "status" : "unknown",
+               "title" : "Saturated fat in unknown quantity"
+            }
+         ],
+         "id" : "nutritional_quality",
+         "name" : "Nutritional quality"
+      },
+      {
+         "attributes" : [
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/gluten-content-unknown.svg",
+               "id" : "allergens_no_gluten",
+               "name" : "Gluten",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Gluten"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/milk-content-unknown.svg",
+               "id" : "allergens_no_milk",
+               "name" : "Milk",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Milk"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/eggs-content-unknown.svg",
+               "id" : "allergens_no_eggs",
+               "name" : "Eggs",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Eggs"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nuts-content-unknown.svg",
+               "id" : "allergens_no_nuts",
+               "name" : "Nuts",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Nuts"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/peanuts-content-unknown.svg",
+               "id" : "allergens_no_peanuts",
+               "name" : "Peanuts",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Peanuts"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/sesame-seeds-content-unknown.svg",
+               "id" : "allergens_no_sesame_seeds",
+               "name" : "Sesame seeds",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Sesame seeds"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/soybeans-content-unknown.svg",
+               "id" : "allergens_no_soybeans",
+               "name" : "Soybeans",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Soybeans"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/celery-content-unknown.svg",
+               "id" : "allergens_no_celery",
+               "name" : "Celery",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Celery"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/mustard-content-unknown.svg",
+               "id" : "allergens_no_mustard",
+               "name" : "Mustard",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Mustard"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/lupin-content-unknown.svg",
+               "id" : "allergens_no_lupin",
+               "name" : "Lupin",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Lupin"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/fish-content-unknown.svg",
+               "id" : "allergens_no_fish",
+               "name" : "Fish",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Fish"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/crustaceans-content-unknown.svg",
+               "id" : "allergens_no_crustaceans",
+               "name" : "Crustaceans",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Crustaceans"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/molluscs-content-unknown.svg",
+               "id" : "allergens_no_molluscs",
+               "name" : "Molluscs",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Molluscs"
+            },
+            {
+               "debug" : "missing ingredients list",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/sulphur-dioxide-and-sulphites-content-unknown.svg",
+               "id" : "allergens_no_sulphur_dioxide_and_sulphites",
+               "name" : "Sulphur dioxide and sulphites",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Presence unknown: Sulphur dioxide and sulphites"
+            }
+         ],
+         "id" : "allergens",
+         "name" : "Allergens",
+         "warning" : "There is always a possibility that data about allergens may be missing, incomplete, incorrect or that the product's composition has changed. If you are allergic, always check the information on the actual product packaging."
+      },
+      {
+         "attributes" : [
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/vegan-status-unknown.svg",
+               "id" : "vegan",
+               "name" : "Vegan",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Vegan status unknown"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/vegetarian-status-unknown.svg",
+               "id" : "vegetarian",
+               "name" : "Vegetarian",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Vegetarian status unknown"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/palm-oil-content-unknown.svg",
+               "id" : "palm_oil_free",
+               "name" : "Palm oil free",
+               "panel_id" : "ingredients",
+               "status" : "unknown",
+               "title" : "Palm oil content unknown"
+            }
+         ],
+         "id" : "ingredients_analysis",
+         "name" : "Ingredients"
+      },
+      {
+         "attributes" : [
+            {
+               "description" : "",
+               "description_short" : "Food processing level unknown",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nova-group-unknown.svg",
+               "id" : "nova",
+               "match" : 0,
+               "name" : "NOVA group",
+               "panel_id" : "nova",
+               "status" : "unknown",
+               "title" : "NOVA not computed"
+            },
+            {
+               "description" : "",
+               "description_short" : "",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/additives-unknown.svg",
+               "id" : "additives",
+               "match" : 0,
+               "missing" : "Missing ingredients list",
+               "name" : "Additives",
+               "panel_id" : "additives",
+               "status" : "unknown",
+               "title" : "Additives not computed"
+            }
+         ],
+         "id" : "processing",
+         "name" : "Food processing"
+      },
+      {
+         "attributes" : [
+            {
+               "description" : "",
+               "description_short" : "High environmental impact",
+               "grade" : "d",
+               "icon_url" : "https://server_domain/images/attributes/ecoscore-d.svg",
+               "id" : "ecoscore",
+               "match" : 35,
+               "name" : "Eco-Score",
+               "panel_id" : "ecoscore",
+               "status" : "known",
+               "title" : "Eco-Score D"
+            },
+            {
+               "description" : "",
+               "description_short" : "Currently only for products with chicken or eggs",
+               "grade" : "e",
+               "icon_url" : "https://server_domain/images/attributes/forest-footprint-not-computed.svg",
+               "id" : "forest_footprint",
+               "match" : 0,
+               "name" : "Forest footprint",
+               "status" : "known",
+               "title" : "Forest footprint not computed"
+            }
+         ],
+         "id" : "environment",
+         "name" : "Environment"
+      },
+      {
+         "attributes" : [
+            {
+               "description" : "Organic farming aims to protect the environment and to conserve biodiversity by prohibiting or limiting the use of synthetic fertilizers, pesticides and food additives.",
+               "description_short" : "Organic products promote ecological sustainability and biodiversity.",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/organic-unknown.svg",
+               "id" : "labels_organic",
+               "name" : "Organic farming",
+               "status" : "unknown",
+               "title" : "Missing information: organic product?"
+            },
+            {
+               "description" : "When you buy fair trade products, producers in developing countries are paid an higher and fairer price, which helps them improve and sustain higher social and often environmental standards.",
+               "description_short" : "Fair trade products help producers in developing countries.",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/fair-trade-unknown.svg",
+               "id" : "labels_fair_trade",
+               "name" : "Fair trade",
+               "status" : "unknown",
+               "title" : "Missing information: fair trade product?"
+            }
+         ],
+         "id" : "labels",
+         "name" : "Labels"
+      }
+   ],
+   "categories" : "Cheeses",
+   "categories_properties" : {
+      "agribalyse_proxy_food_code:en" : "12001",
+      "ciqual_food_code:en" : "12999"
+   },
+   "categories_properties_tags" : [
+      "all-products",
+      "categories-known",
+      "agribalyse-food-code-unknown",
+      "agribalyse-proxy-food-code-12001",
+      "agribalyse-proxy-food-code-known",
+      "ciqual-food-code-12999",
+      "ciqual-food-code-known",
+      "agribalyse-known",
+      "agribalyse-12001"
+   ],
+   "categories_tags" : [
+      "en:cheeses"
+   ],
+   "data_quality_bugs_tags" : [
+      "en:main-language-missing",
+      "en:code-missing",
+      "en:created-missing"
+   ],
+   "data_quality_errors_tags" : [],
+   "data_quality_info_tags" : [
+      "en:no-packaging-data",
+      "en:ecoscore-extended-data-not-computed",
+      "en:food-groups-1-known",
+      "en:food-groups-2-known",
+      "en:food-groups-3-unknown"
+   ],
+   "data_quality_tags" : [
+      "en:main-language-missing",
+      "en:code-missing",
+      "en:created-missing",
+      "en:no-packaging-data",
+      "en:ecoscore-extended-data-not-computed",
+      "en:food-groups-1-known",
+      "en:food-groups-2-known",
+      "en:food-groups-3-unknown",
+      "en:ecoscore-origins-of-ingredients-origins-are-100-percent-unknown",
+      "en:ecoscore-packaging-packaging-data-missing",
+      "en:ecoscore-production-system-no-label",
+      "en:ecoscore-threatened-species-ingredients-missing"
+   ],
+   "data_quality_warnings_tags" : [
+      "en:ecoscore-origins-of-ingredients-origins-are-100-percent-unknown",
+      "en:ecoscore-packaging-packaging-data-missing",
+      "en:ecoscore-production-system-no-label",
+      "en:ecoscore-threatened-species-ingredients-missing"
+   ],
+   "ecoscore_data" : {
+      "adjustments" : {
+         "origins_of_ingredients" : {
+            "aggregated_origins" : [
+               {
+                  "origin" : "en:unknown",
+                  "percent" : 100
+               }
+            ],
+            "epi_score" : 0,
+            "epi_value" : -5,
+            "origins_from_origins_field" : [
+               "en:unknown"
+            ],
+            "transportation_scores" : {
+               "ad" : 0,
+               "al" : 0,
+               "at" : 0,
+               "ax" : 0,
+               "ba" : 0,
+               "be" : 0,
+               "bg" : 0,
+               "ch" : 0,
+               "cy" : 0,
+               "cz" : 0,
+               "de" : 0,
+               "dk" : 0,
+               "dz" : 0,
+               "ee" : 0,
+               "eg" : 0,
+               "es" : 0,
+               "fi" : 0,
+               "fo" : 0,
+               "fr" : 0,
+               "gg" : 0,
+               "gi" : 0,
+               "gr" : 0,
+               "hr" : 0,
+               "hu" : 0,
+               "ie" : 0,
+               "il" : 0,
+               "im" : 0,
+               "is" : 0,
+               "it" : 0,
+               "je" : 0,
+               "lb" : 0,
+               "li" : 0,
+               "lt" : 0,
+               "lu" : 0,
+               "lv" : 0,
+               "ly" : 0,
+               "ma" : 0,
+               "mc" : 0,
+               "md" : 0,
+               "me" : 0,
+               "mk" : 0,
+               "mt" : 0,
+               "nl" : 0,
+               "no" : 0,
+               "pl" : 0,
+               "ps" : 0,
+               "pt" : 0,
+               "ro" : 0,
+               "rs" : 0,
+               "se" : 0,
+               "si" : 0,
+               "sj" : 0,
+               "sk" : 0,
+               "sm" : 0,
+               "sy" : 0,
+               "tn" : 0,
+               "tr" : 0,
+               "ua" : 0,
+               "uk" : 0,
+               "us" : 0,
+               "va" : 0,
+               "world" : 0,
+               "xk" : 0
+            },
+            "transportation_values" : {
+               "ad" : 0,
+               "al" : 0,
+               "at" : 0,
+               "ax" : 0,
+               "ba" : 0,
+               "be" : 0,
+               "bg" : 0,
+               "ch" : 0,
+               "cy" : 0,
+               "cz" : 0,
+               "de" : 0,
+               "dk" : 0,
+               "dz" : 0,
+               "ee" : 0,
+               "eg" : 0,
+               "es" : 0,
+               "fi" : 0,
+               "fo" : 0,
+               "fr" : 0,
+               "gg" : 0,
+               "gi" : 0,
+               "gr" : 0,
+               "hr" : 0,
+               "hu" : 0,
+               "ie" : 0,
+               "il" : 0,
+               "im" : 0,
+               "is" : 0,
+               "it" : 0,
+               "je" : 0,
+               "lb" : 0,
+               "li" : 0,
+               "lt" : 0,
+               "lu" : 0,
+               "lv" : 0,
+               "ly" : 0,
+               "ma" : 0,
+               "mc" : 0,
+               "md" : 0,
+               "me" : 0,
+               "mk" : 0,
+               "mt" : 0,
+               "nl" : 0,
+               "no" : 0,
+               "pl" : 0,
+               "ps" : 0,
+               "pt" : 0,
+               "ro" : 0,
+               "rs" : 0,
+               "se" : 0,
+               "si" : 0,
+               "sj" : 0,
+               "sk" : 0,
+               "sm" : 0,
+               "sy" : 0,
+               "tn" : 0,
+               "tr" : 0,
+               "ua" : 0,
+               "uk" : 0,
+               "us" : 0,
+               "va" : 0,
+               "world" : 0,
+               "xk" : 0
+            },
+            "values" : {
+               "ad" : -5,
+               "al" : -5,
+               "at" : -5,
+               "ax" : -5,
+               "ba" : -5,
+               "be" : -5,
+               "bg" : -5,
+               "ch" : -5,
+               "cy" : -5,
+               "cz" : -5,
+               "de" : -5,
+               "dk" : -5,
+               "dz" : -5,
+               "ee" : -5,
+               "eg" : -5,
+               "es" : -5,
+               "fi" : -5,
+               "fo" : -5,
+               "fr" : -5,
+               "gg" : -5,
+               "gi" : -5,
+               "gr" : -5,
+               "hr" : -5,
+               "hu" : -5,
+               "ie" : -5,
+               "il" : -5,
+               "im" : -5,
+               "is" : -5,
+               "it" : -5,
+               "je" : -5,
+               "lb" : -5,
+               "li" : -5,
+               "lt" : -5,
+               "lu" : -5,
+               "lv" : -5,
+               "ly" : -5,
+               "ma" : -5,
+               "mc" : -5,
+               "md" : -5,
+               "me" : -5,
+               "mk" : -5,
+               "mt" : -5,
+               "nl" : -5,
+               "no" : -5,
+               "pl" : -5,
+               "ps" : -5,
+               "pt" : -5,
+               "ro" : -5,
+               "rs" : -5,
+               "se" : -5,
+               "si" : -5,
+               "sj" : -5,
+               "sk" : -5,
+               "sm" : -5,
+               "sy" : -5,
+               "tn" : -5,
+               "tr" : -5,
+               "ua" : -5,
+               "uk" : -5,
+               "us" : -5,
+               "va" : -5,
+               "world" : -5,
+               "xk" : -5
+            },
+            "warning" : "origins_are_100_percent_unknown"
+         },
+         "packaging" : {
+            "non_recyclable_and_non_biodegradable_materials" : 1,
+            "value" : -15,
+            "warning" : "packaging_data_missing"
+         },
+         "production_system" : {
+            "labels" : [],
+            "value" : 0,
+            "warning" : "no_label"
+         },
+         "threatened_species" : {
+            "warning" : "ingredients_missing"
+         }
+      },
+      "agribalyse" : {
+         "agribalyse_proxy_food_code" : "12001",
+         "co2_agriculture" : 4.456254,
+         "co2_consumption" : 0.0066875618,
+         "co2_distribution" : 0.03557378,
+         "co2_packaging" : 0.26266115,
+         "co2_processing" : 0.26259642,
+         "co2_total" : 5.2352765418,
+         "co2_transportation" : 0.21150363,
+         "code" : "12001",
+         "dqr" : "1.81",
+         "ef_agriculture" : 0.41824056,
+         "ef_consumption" : 0.0024548656,
+         "ef_distribution" : 0.0089382699,
+         "ef_packaging" : 0.021679542,
+         "ef_processing" : 0.027537041,
+         "ef_total" : 0.4954066285,
+         "ef_transportation" : 0.01655635,
+         "is_beverage" : 0,
+         "name_en" : "Camembert cheese, from cow's milk",
+         "name_fr" : "Camembert, sans précision",
+         "score" : 54,
+         "version" : "3.1"
+      },
+      "grade" : "d",
+      "grades" : {
+         "ad" : "d",
+         "al" : "d",
+         "at" : "d",
+         "ax" : "d",
+         "ba" : "d",
+         "be" : "d",
+         "bg" : "d",
+         "ch" : "d",
+         "cy" : "d",
+         "cz" : "d",
+         "de" : "d",
+         "dk" : "d",
+         "dz" : "d",
+         "ee" : "d",
+         "eg" : "d",
+         "es" : "d",
+         "fi" : "d",
+         "fo" : "d",
+         "fr" : "d",
+         "gg" : "d",
+         "gi" : "d",
+         "gr" : "d",
+         "hr" : "d",
+         "hu" : "d",
+         "ie" : "d",
+         "il" : "d",
+         "im" : "d",
+         "is" : "d",
+         "it" : "d",
+         "je" : "d",
+         "lb" : "d",
+         "li" : "d",
+         "lt" : "d",
+         "lu" : "d",
+         "lv" : "d",
+         "ly" : "d",
+         "ma" : "d",
+         "mc" : "d",
+         "md" : "d",
+         "me" : "d",
+         "mk" : "d",
+         "mt" : "d",
+         "nl" : "d",
+         "no" : "d",
+         "pl" : "d",
+         "ps" : "d",
+         "pt" : "d",
+         "ro" : "d",
+         "rs" : "d",
+         "se" : "d",
+         "si" : "d",
+         "sj" : "d",
+         "sk" : "d",
+         "sm" : "d",
+         "sy" : "d",
+         "tn" : "d",
+         "tr" : "d",
+         "ua" : "d",
+         "uk" : "d",
+         "us" : "d",
+         "va" : "d",
+         "world" : "d",
+         "xk" : "d"
+      },
+      "missing" : {
+         "ingredients" : 1,
+         "labels" : 1,
+         "origins" : 1,
+         "packagings" : 1
+      },
+      "missing_data_warning" : 1,
+      "missing_key_data" : 1,
+      "score" : 34,
+      "scores" : {
+         "ad" : 34,
+         "al" : 34,
+         "at" : 34,
+         "ax" : 34,
+         "ba" : 34,
+         "be" : 34,
+         "bg" : 34,
+         "ch" : 34,
+         "cy" : 34,
+         "cz" : 34,
+         "de" : 34,
+         "dk" : 34,
+         "dz" : 34,
+         "ee" : 34,
+         "eg" : 34,
+         "es" : 34,
+         "fi" : 34,
+         "fo" : 34,
+         "fr" : 34,
+         "gg" : 34,
+         "gi" : 34,
+         "gr" : 34,
+         "hr" : 34,
+         "hu" : 34,
+         "ie" : 34,
+         "il" : 34,
+         "im" : 34,
+         "is" : 34,
+         "it" : 34,
+         "je" : 34,
+         "lb" : 34,
+         "li" : 34,
+         "lt" : 34,
+         "lu" : 34,
+         "lv" : 34,
+         "ly" : 34,
+         "ma" : 34,
+         "mc" : 34,
+         "md" : 34,
+         "me" : 34,
+         "mk" : 34,
+         "mt" : 34,
+         "nl" : 34,
+         "no" : 34,
+         "pl" : 34,
+         "ps" : 34,
+         "pt" : 34,
+         "ro" : 34,
+         "rs" : 34,
+         "se" : 34,
+         "si" : 34,
+         "sj" : 34,
+         "sk" : 34,
+         "sm" : 34,
+         "sy" : 34,
+         "tn" : 34,
+         "tr" : 34,
+         "ua" : 34,
+         "uk" : 34,
+         "us" : 34,
+         "va" : 34,
+         "world" : 34,
+         "xk" : 34
+      },
+      "status" : "known"
+   },
+   "ecoscore_grade" : "d",
+   "ecoscore_score" : 34,
+   "ecoscore_tags" : [
+      "d"
+   ],
+   "food_groups" : "en:cheese",
+   "food_groups_tags" : [
+      "en:milk-and-dairy-products",
+      "en:cheese"
+   ],
+   "languages" : {},
+   "languages_codes" : {},
+   "languages_hierarchy" : [],
+   "languages_tags" : [
+      "en:0"
+   ],
+   "lc" : "en",
+   "misc_tags" : [
+      "en:nutriscore-not-computed",
+      "en:nutrition-not-enough-data-to-compute-nutrition-score",
+      "en:nutriscore-missing-nutrition-data",
+      "en:nutriscore-missing-nutrition-data-energy",
+      "en:nutriscore-missing-nutrition-data-fat",
+      "en:nutriscore-missing-nutrition-data-saturated-fat",
+      "en:nutriscore-missing-nutrition-data-sugars",
+      "en:nutriscore-missing-nutrition-data-sodium",
+      "en:nutriscore-missing-nutrition-data-proteins",
+      "en:nutrition-no-fiber",
+      "en:packagings-number-of-components-0",
+      "en:packagings-not-complete",
+      "en:packagings-empty",
+      "en:ecoscore-extended-data-not-computed",
+      "en:ecoscore-missing-data-warning",
+      "en:ecoscore-missing-data-labels",
+      "en:ecoscore-missing-data-origins",
+      "en:ecoscore-missing-data-packagings",
+      "en:ecoscore-missing-data-no-packagings",
+      "en:ecoscore-computed",
+      "en:ecoscore-changed",
+      "en:ecoscore-grade-changed"
+   ],
+   "nova_group_debug" : "no nova group when the product does not have ingredients",
+   "nova_group_error" : "missing_ingredients",
+   "nova_groups_tags" : [
+      "unknown"
+   ],
+   "nutrient_levels" : {},
+   "nutrient_levels_tags" : [],
+   "nutriments" : {},
+   "nutrition_data_per" : "100g",
+   "nutrition_data_prepared_per" : "100g",
+   "nutrition_grades_tags" : [
+      "unknown"
+   ],
+   "nutrition_score_beverage" : 0,
+   "nutrition_score_debug" : "missing energy - missing fat - missing saturated-fat - missing sugars - missing sodium - missing proteins",
+   "nutrition_score_warning_no_fiber" : 1,
+   "packaging_materials_tags" : [],
+   "packaging_recycling_tags" : [],
+   "packaging_shapes_tags" : [],
+   "packagings" : [],
+   "pnns_groups_1" : "Milk and dairy products",
+   "pnns_groups_1_tags" : [
+      "milk-and-dairy-products",
+      "known"
+   ],
+   "pnns_groups_2" : "Cheese",
+   "pnns_groups_2_tags" : [
+      "cheese",
+      "known"
+   ],
+   "traces" : "",
+   "traces_from_ingredients" : "",
+   "traces_from_user" : "(en) ",
+   "traces_hierarchy" : [],
+   "traces_tags" : [],
+   "unknown_nutrients_tags" : []
+}
diff --git a/tests/unit/expected_test_results/attributes/en-unknown-ingredients.json b/tests/unit/expected_test_results/attributes/en-unknown-ingredients.json
new file mode 100644
index 0000000000000..1a1d6e516bbe5
--- /dev/null
+++ b/tests/unit/expected_test_results/attributes/en-unknown-ingredients.json
@@ -0,0 +1,918 @@
+{
+   "additives_n" : 0,
+   "additives_old_n" : 0,
+   "additives_old_tags" : [],
+   "additives_original_tags" : [],
+   "additives_tags" : [],
+   "allergens" : "",
+   "allergens_from_ingredients" : "",
+   "allergens_from_user" : "(en) ",
+   "allergens_hierarchy" : [],
+   "allergens_tags" : [],
+   "amino_acids_tags" : [],
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+               "description_short" : "Missing data to compute the Nutri-Score",
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+               "icon_url" : "https://server_domain/images/attributes/nutriscore-unknown.svg",
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+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nutrient-level-salt-unknown.svg",
+               "id" : "low_salt",
+               "missing" : "Missing nutrition facts",
+               "name" : "Salt",
+               "status" : "unknown",
+               "title" : "Salt in unknown quantity"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nutrient-level-fat-unknown.svg",
+               "id" : "low_fat",
+               "missing" : "Missing nutrition facts",
+               "name" : "Fat",
+               "status" : "unknown",
+               "title" : "Fat in unknown quantity"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nutrient-level-sugars-unknown.svg",
+               "id" : "low_sugars",
+               "missing" : "Missing nutrition facts",
+               "name" : "Sugars",
+               "status" : "unknown",
+               "title" : "Sugars in unknown quantity"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nutrient-level-saturated-fat-unknown.svg",
+               "id" : "low_saturated_fat",
+               "missing" : "Missing nutrition facts",
+               "name" : "Saturated fat",
+               "status" : "unknown",
+               "title" : "Saturated fat in unknown quantity"
+            }
+         ],
+         "id" : "nutritional_quality",
+         "name" : "Nutritional quality"
+      },
+      {
+         "attributes" : [
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/gluten-content-unknown.svg",
+               "id" : "allergens_no_gluten",
+               "name" : "Gluten",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Gluten"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/milk-content-unknown.svg",
+               "id" : "allergens_no_milk",
+               "name" : "Milk",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Milk"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/eggs-content-unknown.svg",
+               "id" : "allergens_no_eggs",
+               "name" : "Eggs",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Eggs"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/nuts-content-unknown.svg",
+               "id" : "allergens_no_nuts",
+               "name" : "Nuts",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Nuts"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/peanuts-content-unknown.svg",
+               "id" : "allergens_no_peanuts",
+               "name" : "Peanuts",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Peanuts"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/sesame-seeds-content-unknown.svg",
+               "id" : "allergens_no_sesame_seeds",
+               "name" : "Sesame seeds",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Sesame seeds"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/soybeans-content-unknown.svg",
+               "id" : "allergens_no_soybeans",
+               "name" : "Soybeans",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Soybeans"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/celery-content-unknown.svg",
+               "id" : "allergens_no_celery",
+               "name" : "Celery",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Celery"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/mustard-content-unknown.svg",
+               "id" : "allergens_no_mustard",
+               "name" : "Mustard",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Mustard"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/lupin-content-unknown.svg",
+               "id" : "allergens_no_lupin",
+               "name" : "Lupin",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Lupin"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/fish-content-unknown.svg",
+               "id" : "allergens_no_fish",
+               "name" : "Fish",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Fish"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/crustaceans-content-unknown.svg",
+               "id" : "allergens_no_crustaceans",
+               "name" : "Crustaceans",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Crustaceans"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/molluscs-content-unknown.svg",
+               "id" : "allergens_no_molluscs",
+               "name" : "Molluscs",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Molluscs"
+            },
+            {
+               "debug" : "too many unknown ingredients: 1 ingredients (1 unknown)",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/sulphur-dioxide-and-sulphites-content-unknown.svg",
+               "id" : "allergens_no_sulphur_dioxide_and_sulphites",
+               "name" : "Sulphur dioxide and sulphites",
+               "panel_id" : "ingredients_analysis_details",
+               "status" : "unknown",
+               "title" : "Presence unknown: Sulphur dioxide and sulphites"
+            }
+         ],
+         "id" : "allergens",
+         "name" : "Allergens",
+         "warning" : "There is always a possibility that data about allergens may be missing, incomplete, incorrect or that the product's composition has changed. If you are allergic, always check the information on the actual product packaging."
+      },
+      {
+         "attributes" : [
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+               "grade" : "unknown",
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+               "id" : "vegan",
+               "name" : "Vegan",
+               "panel_id" : "ingredients_analysis_en:vegan-status-unknown",
+               "status" : "unknown",
+               "title" : "Vegan status unknown"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/vegetarian-status-unknown.svg",
+               "id" : "vegetarian",
+               "name" : "Vegetarian",
+               "panel_id" : "ingredients_analysis_en:vegetarian-status-unknown",
+               "status" : "unknown",
+               "title" : "Vegetarian status unknown"
+            },
+            {
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/palm-oil-content-unknown.svg",
+               "id" : "palm_oil_free",
+               "name" : "Palm oil free",
+               "panel_id" : "ingredients_analysis_en:palm-oil-content-unknown",
+               "status" : "unknown",
+               "title" : "Palm oil content unknown"
+            }
+         ],
+         "id" : "ingredients_analysis",
+         "name" : "Ingredients"
+      },
+      {
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+               "description" : "",
+               "description_short" : "Food processing level unknown",
+               "grade" : "unknown",
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+            },
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+               "icon_url" : "https://server_domain/images/attributes/0-additives.svg",
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+               "name" : "Additives",
+               "panel_id" : "additives",
+               "status" : "known",
+               "title" : "Without additives"
+            }
+         ],
+         "id" : "processing",
+         "name" : "Food processing"
+      },
+      {
+         "attributes" : [
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+               "description" : "",
+               "description_short" : "High environmental impact",
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+               "name" : "Eco-Score",
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+            {
+               "description" : "",
+               "description_short" : "Currently only for products with chicken or eggs",
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+               "id" : "forest_footprint",
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+      },
+      {
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+               "description_short" : "Organic products promote ecological sustainability and biodiversity.",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/organic-unknown.svg",
+               "id" : "labels_organic",
+               "name" : "Organic farming",
+               "status" : "unknown",
+               "title" : "Missing information: organic product?"
+            },
+            {
+               "description" : "When you buy fair trade products, producers in developing countries are paid an higher and fairer price, which helps them improve and sustain higher social and often environmental standards.",
+               "description_short" : "Fair trade products help producers in developing countries.",
+               "grade" : "unknown",
+               "icon_url" : "https://server_domain/images/attributes/fair-trade-unknown.svg",
+               "id" : "labels_fair_trade",
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+         "fi" : "d",
+         "fo" : "d",
+         "fr" : "d",
+         "gg" : "d",
+         "gi" : "d",
+         "gr" : "d",
+         "hr" : "d",
+         "hu" : "d",
+         "ie" : "d",
+         "il" : "d",
+         "im" : "d",
+         "is" : "d",
+         "it" : "d",
+         "je" : "d",
+         "lb" : "d",
+         "li" : "d",
+         "lt" : "d",
+         "lu" : "d",
+         "lv" : "d",
+         "ly" : "d",
+         "ma" : "d",
+         "mc" : "d",
+         "md" : "d",
+         "me" : "d",
+         "mk" : "d",
+         "mt" : "d",
+         "nl" : "d",
+         "no" : "d",
+         "pl" : "d",
+         "ps" : "d",
+         "pt" : "d",
+         "ro" : "d",
+         "rs" : "d",
+         "se" : "d",
+         "si" : "d",
+         "sj" : "d",
+         "sk" : "d",
+         "sm" : "d",
+         "sy" : "d",
+         "tn" : "d",
+         "tr" : "d",
+         "ua" : "d",
+         "uk" : "d",
+         "us" : "d",
+         "va" : "d",
+         "world" : "d",
+         "xk" : "d"
+      },
+      "missing" : {
+         "labels" : 1,
+         "origins" : 1,
+         "packagings" : 1
+      },
+      "missing_data_warning" : 1,
+      "missing_key_data" : 1,
+      "score" : 34,
+      "scores" : {
+         "ad" : 34,
+         "al" : 34,
+         "at" : 34,
+         "ax" : 34,
+         "ba" : 34,
+         "be" : 34,
+         "bg" : 34,
+         "ch" : 34,
+         "cy" : 34,
+         "cz" : 34,
+         "de" : 34,
+         "dk" : 34,
+         "dz" : 34,
+         "ee" : 34,
+         "eg" : 34,
+         "es" : 34,
+         "fi" : 34,
+         "fo" : 34,
+         "fr" : 34,
+         "gg" : 34,
+         "gi" : 34,
+         "gr" : 34,
+         "hr" : 34,
+         "hu" : 34,
+         "ie" : 34,
+         "il" : 34,
+         "im" : 34,
+         "is" : 34,
+         "it" : 34,
+         "je" : 34,
+         "lb" : 34,
+         "li" : 34,
+         "lt" : 34,
+         "lu" : 34,
+         "lv" : 34,
+         "ly" : 34,
+         "ma" : 34,
+         "mc" : 34,
+         "md" : 34,
+         "me" : 34,
+         "mk" : 34,
+         "mt" : 34,
+         "nl" : 34,
+         "no" : 34,
+         "pl" : 34,
+         "ps" : 34,
+         "pt" : 34,
+         "ro" : 34,
+         "rs" : 34,
+         "se" : 34,
+         "si" : 34,
+         "sj" : 34,
+         "sk" : 34,
+         "sm" : 34,
+         "sy" : 34,
+         "tn" : 34,
+         "tr" : 34,
+         "ua" : 34,
+         "uk" : 34,
+         "us" : 34,
+         "va" : 34,
+         "world" : 34,
+         "xk" : 34
+      },
+      "status" : "known"
+   },
+   "ecoscore_grade" : "d",
+   "ecoscore_score" : 34,
+   "ecoscore_tags" : [
+      "d"
+   ],
+   "food_groups" : "en:cheese",
+   "food_groups_tags" : [
+      "en:milk-and-dairy-products",
+      "en:cheese"
+   ],
+   "ingredients" : [
+      {
+         "id" : "en:some-ingredient-that-we-do-not-recognize",
+         "percent_estimate" : 100,
+         "percent_max" : 100,
+         "percent_min" : 100,
+         "text" : "some ingredient that we do not recognize"
+      }
+   ],
+   "ingredients_analysis" : {
+      "en:palm-oil-content-unknown" : [
+         "en:some-ingredient-that-we-do-not-recognize"
+      ],
+      "en:vegan-status-unknown" : [
+         "en:some-ingredient-that-we-do-not-recognize"
+      ],
+      "en:vegetarian-status-unknown" : [
+         "en:some-ingredient-that-we-do-not-recognize"
+      ]
+   },
+   "ingredients_analysis_tags" : [
+      "en:palm-oil-content-unknown",
+      "en:vegan-status-unknown",
+      "en:vegetarian-status-unknown"
+   ],
+   "ingredients_from_or_that_may_be_from_palm_oil_n" : 0,
+   "ingredients_from_palm_oil_n" : 0,
+   "ingredients_from_palm_oil_tags" : [],
+   "ingredients_hierarchy" : [
+      "en:some-ingredient-that-we-do-not-recognize"
+   ],
+   "ingredients_n" : 1,
+   "ingredients_n_tags" : [
+      "1",
+      "1-10"
+   ],
+   "ingredients_original_tags" : [
+      "en:some-ingredient-that-we-do-not-recognize"
+   ],
+   "ingredients_percent_analysis" : 1,
+   "ingredients_tags" : [
+      "en:some-ingredient-that-we-do-not-recognize"
+   ],
+   "ingredients_text" : "some ingredient that we do not recognize",
+   "ingredients_that_may_be_from_palm_oil_n" : 0,
+   "ingredients_that_may_be_from_palm_oil_tags" : [],
+   "ingredients_with_specified_percent_n" : 0,
+   "ingredients_with_specified_percent_sum" : 0,
+   "ingredients_with_unspecified_percent_n" : 1,
+   "ingredients_with_unspecified_percent_sum" : 100,
+   "ingredients_without_ciqual_codes" : [
+      "en:some-ingredient-that-we-do-not-recognize"
+   ],
+   "ingredients_without_ciqual_codes_n" : 1,
+   "known_ingredients_n" : 0,
+   "languages" : {},
+   "languages_codes" : {},
+   "languages_hierarchy" : [],
+   "languages_tags" : [
+      "en:0"
+   ],
+   "lc" : "en",
+   "minerals_tags" : [],
+   "misc_tags" : [
+      "en:nutriscore-not-computed",
+      "en:nutrition-not-enough-data-to-compute-nutrition-score",
+      "en:nutriscore-missing-nutrition-data",
+      "en:nutriscore-missing-nutrition-data-energy",
+      "en:nutriscore-missing-nutrition-data-fat",
+      "en:nutriscore-missing-nutrition-data-saturated-fat",
+      "en:nutriscore-missing-nutrition-data-sugars",
+      "en:nutriscore-missing-nutrition-data-sodium",
+      "en:nutriscore-missing-nutrition-data-proteins",
+      "en:nutrition-no-fiber",
+      "en:packagings-number-of-components-0",
+      "en:packagings-not-complete",
+      "en:packagings-empty",
+      "en:ecoscore-extended-data-not-computed",
+      "en:ecoscore-missing-data-warning",
+      "en:ecoscore-missing-data-labels",
+      "en:ecoscore-missing-data-origins",
+      "en:ecoscore-missing-data-packagings",
+      "en:ecoscore-missing-data-no-packagings",
+      "en:ecoscore-computed",
+      "en:ecoscore-changed",
+      "en:ecoscore-grade-changed"
+   ],
+   "nova_group_debug" : "no nova group if too many ingredients are unknown: 1 out of 1",
+   "nova_group_error" : "too_many_unknown_ingredients",
+   "nova_groups_tags" : [
+      "unknown"
+   ],
+   "nucleotides_tags" : [],
+   "nutrient_levels" : {},
+   "nutrient_levels_tags" : [],
+   "nutriments" : {
+      "fruits-vegetables-nuts-estimate-from-ingredients_100g" : 0,
+      "fruits-vegetables-nuts-estimate-from-ingredients_serving" : 0
+   },
+   "nutrition_data_per" : "100g",
+   "nutrition_data_prepared_per" : "100g",
+   "nutrition_grades_tags" : [
+      "unknown"
+   ],
+   "nutrition_score_beverage" : 0,
+   "nutrition_score_debug" : "missing energy - missing fat - missing saturated-fat - missing sugars - missing sodium - missing proteins",
+   "nutrition_score_warning_no_fiber" : 1,
+   "other_nutritional_substances_tags" : [],
+   "packaging_materials_tags" : [],
+   "packaging_recycling_tags" : [],
+   "packaging_shapes_tags" : [],
+   "packagings" : [],
+   "pnns_groups_1" : "Milk and dairy products",
+   "pnns_groups_1_tags" : [
+      "milk-and-dairy-products",
+      "known"
+   ],
+   "pnns_groups_2" : "Cheese",
+   "pnns_groups_2_tags" : [
+      "cheese",
+      "known"
+   ],
+   "traces" : "",
+   "traces_from_ingredients" : "",
+   "traces_from_user" : "(en) ",
+   "traces_hierarchy" : [],
+   "traces_tags" : [],
+   "unknown_ingredients_n" : 1,
+   "unknown_nutrients_tags" : [],
+   "vitamins_tags" : []
+}