diff --git a/spec/enterprise/services/captain/llm/faq_generator_service_spec.rb b/spec/enterprise/services/captain/llm/faq_generator_service_spec.rb
new file mode 100644
index 000000000..601c67739
--- /dev/null
+++ b/spec/enterprise/services/captain/llm/faq_generator_service_spec.rb
@@ -0,0 +1,154 @@
+require 'rails_helper'
+
+RSpec.describe Captain::Llm::FaqGeneratorService do
+  let(:content) { 'How do I reset my password? Click on forgot password link.' }
+  let(:service) { described_class.new(content) }
+  let(:client) { instance_double(OpenAI::Client) }
+  let(:system_prompt) { 'Test system prompt' }
+
+  before do
+    create(:installation_config, name: 'CAPTAIN_OPEN_AI_API_KEY', value: 'test-key')
+    allow(OpenAI::Client).to receive(:new).and_return(client)
+    allow(Captain::Llm::SystemPromptsService).to receive(:faq_generator).and_return(system_prompt)
+  end
+
+  describe '#generate' do
+    let(:openai_response) do
+      {
+        'choices' => [
+          {
+            'message' => {
+              'content' => {
+                faqs: [
+                  {
+                    question: 'How do I reset my password?',
+                    answer: 'Click on forgot password link.'
+                  },
+                  {
+                    question: 'Where is the forgot password link?',
+                    answer: 'The forgot password link is on the login page.'
+                  }
+                ]
+              }.to_json
+            }
+          }
+        ]
+      }
+    end
+
+    context 'when successful' do
+      before do
+        allow(client).to receive(:chat).and_return(openai_response)
+      end
+
+      it 'generates FAQs from content' do
+        faqs = service.generate
+        expect(faqs).to contain_exactly(
+          {
+            'question' => 'How do I reset my password?',
+            'answer' => 'Click on forgot password link.'
+          },
+          {
+            'question' => 'Where is the forgot password link?',
+            'answer' => 'The forgot password link is on the login page.'
+          }
+        )
+      end
+
+      it 'includes content in chat parameters' do
+        service.generate
+        expect(client).to have_received(:chat) do |params|
+          messages = params[:parameters][:messages]
+          user_message = messages.find { |m| m[:role] == 'user' }
+          expect(user_message[:content]).to eq(content)
+        end
+      end
+
+      it 'includes system message in chat parameters' do
+        service.generate
+        expect(client).to have_received(:chat) do |params|
+          messages = params[:parameters][:messages]
+          system_message = messages.find { |m| m[:role] == 'system' }
+          expect(system_message[:content]).to eq(system_prompt)
+        end
+      end
+    end
+
+    context 'when OpenAI API fails' do
+      before do
+        allow(client).to receive(:chat).and_raise(OpenAI::Error.new('API Error'))
+      end
+
+      it 'logs error and returns empty array' do
+        expect(Rails.logger).to receive(:error).with('OpenAI API Error: API Error')
+        expect(service.generate).to eq([])
+      end
+    end
+
+    context 'when response parsing fails' do
+      let(:invalid_response) do
+        {
+          'choices' => [
+            {
+              'message' => {
+                'content' => 'Invalid JSON'
+              }
+            }
+          ]
+        }
+      end
+
+      before do
+        allow(client).to receive(:chat).and_return(invalid_response)
+      end
+
+      it 'logs error and returns empty array' do
+        expect(Rails.logger).to receive(:error).with(/Error in parsing GPT processed response/)
+        expect(service.generate).to eq([])
+      end
+    end
+
+    context 'when response is missing content' do
+      let(:empty_response) do
+        {
+          'choices' => [
+            {
+              'message' => {}
+            }
+          ]
+        }
+      end
+
+      before do
+        allow(client).to receive(:chat).and_return(empty_response)
+      end
+
+      it 'returns empty array' do
+        expect(service.generate).to eq([])
+      end
+    end
+  end
+
+  describe '#chat_parameters' do
+    before do
+      allow(client).to receive(:chat).and_return({
+                                                   'choices' => [
+                                                     {
+                                                       'message' => {
+                                                         'content' => { faqs: [] }.to_json
+                                                       }
+                                                     }
+                                                   ]
+                                                 })
+    end
+
+    it 'includes correct model and response format' do
+      service.generate
+      expect(client).to have_received(:chat) do |params|
+        parameters = params[:parameters]
+        expect(parameters[:model]).to eq('gpt-4o-mini')
+        expect(parameters[:response_format]).to eq({ type: 'json_object' })
+      end
+    end
+  end
+end