diff --git a/app/models/debate.rb b/app/models/debate.rb
index ae9feaaa6..3488b0519 100644
--- a/app/models/debate.rb
+++ b/app/models/debate.rb
@@ -48,13 +48,8 @@ class Debate < ActiveRecord::Base
   attr_accessor :link_required
 
   def self.recommendations(user)
-    debates_list = where("author_id != ?", user.id)
-    debates_list_with_tagged = debates_list.joins(:tags).where('taggings.taggable_type = ?', self.name).where('tags.name IN (?)', user.interests)
-    if debates_list_with_tagged.any?
-      debates_list = debates_list_with_tagged.group('debates.id')
-    end
-
-    debates_list
+    tagged_with(user.interests, any: true).
+    where("author_id != ?", user.id)
   end
 
   def searchable_values
diff --git a/app/models/user.rb b/app/models/user.rb
index fec7f9a6d..21b526963 100644
--- a/app/models/user.rb
+++ b/app/models/user.rb
@@ -86,7 +86,7 @@ class User < ActiveRecord::Base
   end
 
   def debate_votes(debates)
-    voted = votes.for_debates(debates)
+    voted = votes.for_debates(Array(debates).map(&:id))
     voted.each_with_object({}) { |v, h| h[v.votable_id] = v.value }
   end
 
diff --git a/spec/features/debates_spec.rb b/spec/features/debates_spec.rb
index ee8c7cb93..f5cde8d7d 100644
--- a/spec/features/debates_spec.rb
+++ b/spec/features/debates_spec.rb
@@ -356,9 +356,9 @@ feature 'Debates' do
 
       background do
         Setting['feature.user.recommendations'] = true
-        create(:debate, title: 'Best',   cached_votes_total: 10)
-        create(:debate, title: 'Medium', cached_votes_total: 5)
-        create(:debate, title: 'Worst',  cached_votes_total: 1)
+        create(:debate, title: 'Best',   cached_votes_total: 10, tag_list: "Sport")
+        create(:debate, title: 'Medium', cached_votes_total: 5,  tag_list: "Sport")
+        create(:debate, title: 'Worst',  cached_votes_total: 1,  tag_list: "Sport")
       end
 
       after do
@@ -372,7 +372,9 @@ feature 'Debates' do
       end
 
       scenario 'Debates are ordered by recommendations when there is a user logged', :js do
+        proposal = create(:proposal, tag_list: "Sport" )
         user = create(:user)
+        create(:follow, followable: proposal, user: user)
         login_as(user)
 
         visit debates_path
diff --git a/spec/features/home_spec.rb b/spec/features/home_spec.rb
index d1ce77418..8b9cf3e4e 100644
--- a/spec/features/home_spec.rb
+++ b/spec/features/home_spec.rb
@@ -23,13 +23,18 @@ feature "Home" do
   feature "For signed in users" do
 
     before do
-      login_as(create(:user))
+      # user = create(:user)
+      # login_as(user)
     end
 
     feature "Recommended" do
 
       background do
         Setting['feature.user.recommendations'] = true
+        user = create(:user)
+        proposal = create(:proposal, tag_list: "Sport" )
+        create(:follow, followable: proposal, user: user)
+        login_as(user)
       end
 
       after do
@@ -37,19 +42,19 @@ feature "Home" do
       end
 
       scenario 'Display recommended section' do
-        debate = create(:debate)
+        debate = create(:debate, tag_list: "Sport")
         visit root_path
         expect(page).to have_content "Recommendations that may interest you"
       end
 
       scenario 'Display recommended section when feature flag recommended is active' do
-        debate = create(:debate)
+        debate = create(:debate, tag_list: "Sport")
         visit root_path
         expect(page).to have_content "Recommendations that may interest you"
       end
 
       scenario 'Not display recommended section when feature flag recommended is not active' do
-        debate = create(:debate)
+        debate = create(:debate, tag_list: "Sport")
         Setting['feature.user.recommendations'] = false
 
         visit root_path
@@ -58,7 +63,7 @@ feature "Home" do
       end
 
       scenario 'Display debates' do
-        debate = create(:debate)
+        debate = create(:debate, tag_list: "Sport")
 
         visit root_path
 
@@ -67,13 +72,13 @@ feature "Home" do
       end
 
       scenario 'Display all recommended debates link' do
-        debate = create(:debate)
+        debate = create(:debate, tag_list: "Sport")
         visit root_path
         expect(page).to have_link("All recommended debates", href: debates_path(order: "recommendations"))
       end
 
       scenario 'Display proposal' do
-        proposal = create(:proposal)
+        proposal = create(:proposal, tag_list: "Sport")
 
         visit root_path
 
@@ -82,13 +87,13 @@ feature "Home" do
       end
 
       scenario 'Display all recommended proposals link' do
-        debate = create(:proposal)
+        debate = create(:proposal, tag_list: "Sport")
         visit root_path
         expect(page).to have_link("All recommended proposals", href: proposals_path(order: "recommendations"))
       end
 
       scenario 'Display orbit carrousel' do
-        debate = create_list(:debate, 3)
+        create_list(:debate, 3, tag_list: "Sport")
 
         visit root_path
 
@@ -98,7 +103,7 @@ feature "Home" do
       end
 
       scenario 'Display recommended show when click on carousel' do
-        debate = create(:debate)
+        debate = create(:debate, tag_list: "Sport")
 
         visit root_path
         click_on debate.title
@@ -114,14 +119,14 @@ feature "Home" do
       feature 'Carousel size' do
 
         scenario 'Display debates centered when there are no proposals' do
-          debate = create(:debate)
+          debate = create(:debate, tag_list: "Sport")
           visit root_path
           expect(page).to have_selector('.medium-centered.large-centered')
         end
 
         scenario 'Correct display debates and proposals' do
-          proposal = create(:proposal)
-          debates = create(:debate)
+          proposal = create(:proposal, tag_list: "Sport")
+          debates = create(:debate, tag_list: "Sport")
 
           visit root_path
 
diff --git a/spec/models/debate_spec.rb b/spec/models/debate_spec.rb
index f32a19cad..d6618a5fa 100644
--- a/spec/models/debate_spec.rb
+++ b/spec/models/debate_spec.rb
@@ -718,16 +718,18 @@ describe Debate do
 
     let(:user)     { create(:user) }
 
-    it "Should return up to 4 debates" do
-      create_list(:debate, 4)
+    it "Should not return any debates when user has not interests" do
+      create(:debate)
 
-      expect(Debate.recommendations(user).size).to eq 4
+      expect(Debate.recommendations(user).size).to eq 0
     end
 
     it "Should return debates ordered by cached_votes_total" do
-      debate1 = create(:debate, cached_votes_total: 1 )
-      debate2 = create(:debate, cached_votes_total: 5 )
-      debate3 = create(:debate, cached_votes_total: 10 )
+      debate1 =  create(:debate, cached_votes_total: 1, tag_list: "Sport" )
+      debate2 =  create(:debate, cached_votes_total: 5, tag_list: "Sport" )
+      debate3 =  create(:debate, cached_votes_total: 10, tag_list: "Sport" )
+      proposal = create(:proposal, tag_list: "Sport" )
+      create(:follow, followable: proposal, user: user)
 
       result = Debate.recommendations(user).sort_by_recommendations
 
@@ -749,8 +751,10 @@ describe Debate do
     end
 
     it "Should not return debates when user is the author" do
-      debate1 =  create(:debate, author: user)
-      debate2 =  create(:debate)
+      debate1 =  create(:debate, author: user, tag_list: "Sport")
+      debate2 =  create(:debate, tag_list: "Sport")
+      proposal = create(:proposal, tag_list: "Sport" )
+      create(:follow, followable: proposal, user: user)
 
       result = Debate.recommendations(user)
 
diff --git a/spec/models/proposal_spec.rb b/spec/models/proposal_spec.rb
index 5587dbb87..72d2b6489 100644
--- a/spec/models/proposal_spec.rb
+++ b/spec/models/proposal_spec.rb
@@ -884,16 +884,18 @@ describe Proposal do
 
     let(:user)     { create(:user) }
 
-    it "Should return up to 4 proposals" do
-      create_list(:proposal, 4)
+    it "Should not return any proposals when user has not interests" do
+      create(:proposal)
 
-      expect(Proposal.recommendations(user).size).to eq 4
+      expect(Proposal.recommendations(user).size).to eq 0
     end
 
     it "Should return proposals ordered by cached_votes_up" do
-      proposal1 = create(:proposal, cached_votes_up: 1 )
-      proposal2 = create(:proposal, cached_votes_up: 5 )
-      proposal3 = create(:proposal, cached_votes_up: 10 )
+      proposal1 = create(:proposal, cached_votes_up: 1,  tag_list: "Sport" )
+      proposal2 = create(:proposal, cached_votes_up: 5,  tag_list: "Sport" )
+      proposal3 = create(:proposal, cached_votes_up: 10, tag_list: "Sport" )
+      proposal4 = create(:proposal, tag_list: "Sport" )
+      create(:follow, followable: proposal4, user: user)
 
       result = Proposal.recommendations(user).sort_by_recommendations
 
@@ -924,8 +926,10 @@ describe Proposal do
     end
 
     it "Should not return proposals when user is the author" do
-      proposal1 =  create(:proposal, author: user)
-      proposal2 =  create(:proposal)
+      proposal1 =  create(:proposal, author: user, tag_list: "Sport")
+      proposal2 =  create(:proposal, tag_list: "Sport")
+      proposal3 =  create(:proposal, tag_list: "Sport")
+      create(:follow, followable: proposal3, user: user)
 
       result = Proposal.recommendations(user)
 
diff --git a/spec/views/welcome/index.html.erb_spec.rb b/spec/views/welcome/index.html.erb_spec.rb
index 575448449..d8738f42b 100644
--- a/spec/views/welcome/index.html.erb_spec.rb
+++ b/spec/views/welcome/index.html.erb_spec.rb
@@ -11,7 +11,9 @@ RSpec.describe "welcome/index" do
                      image_field: nil,
                      image_version: nil,
                      image_default: "https://dummyimage.com/600x400/000/fff",
-                     carousel_size: "medium-6 large-6 medium-centered large-centered"}
+                     carousel_size: "medium-6 large-6 medium-centered large-centered",
+                     btn_text_link: t("welcome.recommended.debates.btn_text_link"),
+                     btn_path_link: debates_path(order: "recommendations")}
 
     within 'li[data-slide="0"] .card' do
       expect(page).to have_selector("img")
@@ -28,7 +30,9 @@ RSpec.describe "welcome/index" do
                      image_field: nil,
                      image_version: nil,
                      image_default: nil,
-                     carousel_size: "medium-6 large-6 medium-centered large-centered"}
+                     carousel_size: "medium-6 large-6 medium-centered large-centered",
+                     btn_text_link: t("welcome.recommended.debates.btn_text_link"),
+                     btn_path_link: debates_path(order: "recommendations")}
 
     within 'li[data-slide="0"] .card' do
       expect(page).not_to have_selector("img")