diff --git a/docs/index.md b/docs/index.md
index 8f8db21..55aca52 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -60,6 +60,10 @@ uv run scripts/save_context.py
 uv run scripts/load_context.py
 ```
 
+### Development
+
+- [Web Scraping Google Maps Using Playwright Python And OpenAI API](https://www.youtube.com/watch?v=6WxaEbkOPKM)
+
 ## [Microsoft Playwright Testing](https://learn.microsoft.com/ja-jp/azure/playwright-testing/)
 
 - [Get Started Sample](https://github.com/microsoft/playwright-testing-service/tree/main/samples/get-started)
diff --git a/scripts/google_maps.py b/scripts/google_maps.py
new file mode 100644
index 0000000..70ee03d
--- /dev/null
+++ b/scripts/google_maps.py
@@ -0,0 +1,42 @@
+import time
+
+from playwright.sync_api import sync_playwright
+
+base_url = "https://maps.google.com"
+search_query = "蕎麦屋 京都駅"
+
+playwright = sync_playwright().start()
+browser = playwright.chromium.launch(headless=False)
+context = browser.new_context(
+    java_script_enabled=True,
+    locale="ja-JP",
+)
+page = context.new_page()
+page.goto(base_url, wait_until="load")
+
+# find the search box
+input_box = page.locator('//input[@name="q"]')
+input_box.fill(search_query)
+input_box.press("Enter")
+
+xpath_search_result_element = '//div[@role="feed"]'
+page.wait_for_selector(xpath_search_result_element)
+results_container = page.query_selector(xpath_search_result_element)
+results_container.scroll_into_view_if_needed()
+
+keep_scrolling = True
+while keep_scrolling:
+    results_container.press("Space")
+    time.sleep(2.5)
+
+    # "リストの最後に到達しました。" という文字列を含む要素があるか確認
+    if results_container.query_selector('//span[contains(text(), "リストの最後に到達しました。")]'):
+        results_container.press("Space")
+        keep_scrolling = False
+
+    with open("maps.html", "w", encoding="utf-8") as f:
+        f.write(results_container.inner_html())
+
+context.close()
+browser.close()
+playwright.stop()