diff --git a/tests/test_crawler/test_answer_crawler.py b/tests/test_crawler/test_answer_crawler.py
new file mode 100644
index 0000000..2793e35
--- /dev/null
+++ b/tests/test_crawler/test_answer_crawler.py
@@ -0,0 +1,93 @@
+"""Tests for Zhihu Answer Crawler"""
+
+import pytest
+from unittest.mock import MagicMock, patch, PropertyMock
+
+from kb_workflow.crawler.models import AnswerData, CrawlResult
+
+
+class TestCrawlAnswer:
+    """Tests for crawl_answer() method."""
+
+    def test_crawl_answer_returns_crawl_result(self, mock_browser, sample_answer_url):
+        """Test that crawl_answer returns a CrawlResult object."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        with patch.object(ZhihuCrawler, '_get_cookie', return_value='test_cookie'):
+            with patch('kb_workflow.crawler.zhihu_crawler.PlaywrightBrowser') as mock_pb:
+                mock_pb_instance = MagicMock()
+                mock_pb.return_value = mock_pb_instance
+                mock_pb_instance.page = MagicMock()
+                mock_pb_instance.page.route = MagicMock()
+
+                crawler = ZhihuCrawler(headless=True, timeout=10)
+                result = crawler.crawl_answer(sample_answer_url)
+
+                assert isinstance(result, CrawlResult)
+
+    def test_crawl_answer_invalid_url_returns_failure(self):
+        """Test that invalid URL returns CrawlResult with success=False."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        result = crawler.crawl_answer("https://www.example.com/invalid")
+
+        assert result.success is False
+        assert result.error is not None
+        assert "Invalid" in result.error
+
+    def test_crawl_answer_extracts_question_title(
+        self, sample_answer_url, sample_answer_api_response
+    ):
+        """Test that crawl_answer extracts question title from API response."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler, ZhihuApiInterceptor
+
+        # Create interceptor with captured data
+        interceptor = ZhihuApiInterceptor()
+        interceptor.captured_data["answer"] = sample_answer_api_response
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+
+        # Test the parse method directly
+        result_data = crawler._parse_answer_data(
+            sample_answer_api_response,
+            answer_id=123456789,
+            question_id=987654321
+        )
+
+        assert result_data.question_title == "What is the best way to learn programming?"
+
+
+class TestAnswerDataExtraction:
+    """Tests for answer data extraction."""
+
+    def test_parse_answer_data_contains_content(self, sample_answer_api_response):
+        """Test that parsed answer contains content."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        result = crawler._parse_answer_data(
+            sample_answer_api_response,
+            answer_id=123456789,
+            question_id=987654321
+        )
+
+        assert isinstance(result, AnswerData)
+        assert result.content == "<p>This is a sample answer content in HTML format.</p>"
+        assert result.excerpt == "This is a sample answer content..."
+
+    def test_parse_answer_data_contains_metadata(self, sample_answer_api_response):
+        """Test that parsed answer contains metadata."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        result = crawler._parse_answer_data(
+            sample_answer_api_response,
+            answer_id=123456789,
+            question_id=987654321
+        )
+
+        assert result.metadata.voteup_count == 1000
+        assert result.metadata.comment_count == 50
+        assert result.metadata.author is not None
+        assert result.metadata.author.name == "John Doe"
diff --git a/tests/test_crawler/test_article_crawler.py b/tests/test_crawler/test_article_crawler.py
new file mode 100644
index 0000000..eda45db
--- /dev/null
+++ b/tests/test_crawler/test_article_crawler.py
@@ -0,0 +1,66 @@
+"""Tests for Zhihu Article Crawler"""
+
+import pytest
+from unittest.mock import MagicMock, patch
+
+from kb_workflow.crawler.models import ArticleData, CrawlResult
+
+
+class TestCrawlArticle:
+    """Tests for crawl_article() method."""
+
+    def test_crawl_article_invalid_url_returns_failure(self):
+        """Test that invalid URL returns CrawlResult with success=False."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        result = crawler.crawl_article("https://www.example.com/invalid")
+
+        assert result.success is False
+        assert result.error is not None
+        assert "Invalid" in result.error
+
+    def test_crawl_article_extracts_title(
+        self, sample_article_api_response
+    ):
+        """Test that crawl_article extracts title from API response."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        result = crawler._parse_article_data(
+            sample_article_api_response,
+            article_id=11223344
+        )
+
+        assert isinstance(result, ArticleData)
+        assert result.title == "How to Build a Web Scraper"
+
+    def test_crawl_article_extracts_content(
+        self, sample_article_api_response
+    ):
+        """Test that crawl_article extracts content from API response."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        result = crawler._parse_article_data(
+            sample_article_api_response,
+            article_id=11223344
+        )
+
+        assert result.content == "<p>This article explains how to build a web scraper...</p>"
+        assert result.excerpt == "This article explains how to build a web scraper..."
+
+    def test_crawl_article_contains_metadata(self, sample_article_api_response):
+        """Test that parsed article contains metadata."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        result = crawler._parse_article_data(
+            sample_article_api_response,
+            article_id=11223344
+        )
+
+        assert result.metadata.voteup_count == 500
+        assert result.metadata.comment_count == 25
+        assert result.metadata.author is not None
+        assert result.metadata.author.name == "Jane Smith"
diff --git a/tests/test_crawler/test_metadata_extraction.py b/tests/test_crawler/test_metadata_extraction.py
new file mode 100644
index 0000000..007577d
--- /dev/null
+++ b/tests/test_crawler/test_metadata_extraction.py
@@ -0,0 +1,109 @@
+"""Tests for metadata extraction from Zhihu API responses"""
+
+import pytest
+
+from kb_workflow.crawler.models import AuthorInfo, ContentMetadata
+
+
+class TestAuthorExtraction:
+    """Tests for author information extraction."""
+
+    def test_parse_author_with_full_data(self):
+        """Test parsing author with all fields present."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        author_data = {
+            "name": "Test User",
+            "url_token": "test-user-123",
+            "headline": "Test headline"
+        }
+
+        result = crawler._parse_author(author_data)
+
+        assert isinstance(result, AuthorInfo)
+        assert result.name == "Test User"
+        assert result.url_token == "test-user-123"
+        assert result.headline == "Test headline"
+
+    def test_parse_author_with_minimal_data(self):
+        """Test parsing author with only required fields."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        author_data = {"name": "Minimal User"}
+
+        result = crawler._parse_author(author_data)
+
+        assert result.name == "Minimal User"
+        assert result.url_token is None
+        assert result.headline is None
+
+    def test_parse_author_with_empty_data(self):
+        """Test parsing author with empty/None data."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+
+        result = crawler._parse_author(None)
+        assert result is None
+
+        result = crawler._parse_author({})
+        assert result.name == ""
+
+
+class TestMetadataExtraction:
+    """Tests for content metadata extraction."""
+
+    def test_parse_metadata_with_full_data(self):
+        """Test parsing metadata with all fields present."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        data = {
+            "author": {"name": "Test Author"},
+            "voteup_count": 100,
+            "comment_count": 20,
+            "created_time": 1700000000,
+            "updated_time": 1700100000
+        }
+
+        result = crawler._parse_metadata(data)
+
+        assert isinstance(result, ContentMetadata)
+        assert result.voteup_count == 100
+        assert result.comment_count == 20
+        assert result.created_time == 1700000000
+        assert result.updated_time == 1700100000
+        assert result.author is not None
+        assert result.author.name == "Test Author"
+
+    def test_parse_metadata_with_defaults(self):
+        """Test parsing metadata with missing optional fields."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        data = {}
+
+        result = crawler._parse_metadata(data)
+
+        assert result.voteup_count == 0
+        assert result.comment_count == 0
+        assert result.created_time is None
+        assert result.updated_time is None
+        assert result.author is None
+
+    def test_parse_metadata_with_zero_values(self):
+        """Test parsing metadata when counts are zero."""
+        from kb_workflow.crawler.zhihu_crawler import ZhihuCrawler
+
+        crawler = ZhihuCrawler(headless=True, timeout=10)
+        data = {
+            "voteup_count": 0,
+            "comment_count": 0
+        }
+
+        result = crawler._parse_metadata(data)
+
+        assert result.voteup_count == 0
+        assert result.comment_count == 0