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How to Capture Network Requests in Browser Automation

Learn how to log browser network requests, wait for a matching response, distinguish HTTP errors from failed requests, and choose Playwright, Selenium BiDi, or CDP.
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To capture network requests in browser automation, attach request and response listeners before navigating or performing the action that triggers traffic. Use Playwright events for ongoing observation, waitForResponse() for one anticipated API response, and routing when you need to modify, fulfill, or abort a request. In Selenium, use WebDriver BiDi when the browser and language binding support the network events you need; use Chrome DevTools Protocol (CDP) for lower-level, Chrome-specific access.

Choose what to capture

“Scraping network requests” can mean several different things. Choose the level of access before writing the listener:

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  • Request metadata: record a URL, HTTP method, or resource type to see what the page sends.
  • Response metadata: associate a request with its response and record the HTTP status or headers.
  • Response body: read the data returned by an endpoint. Wait until the response body has been received, and consult the framework’s API for its body-reading method.
  • Network interception: pause a request so the test can modify it, provide a response, or abort it. This changes traffic rather than merely observing it.

For a continuous log, install listeners before navigation. For one expected endpoint, wait for the matching response before triggering the click or other action. Use interception only when the test needs to affect the request.

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Capture network requests with Playwright

Playwright can emit request and response events for page activity, including XHR and fetch traffic. Register the handlers before goto() or the user action that causes the request:

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page.on('request', request => {
  console.log('>>', request.method(), request.url());
});

page.on('response', response => {
  console.log('<<', response.status(), response.url());
});

await page.goto('https://example.com');

This logs request method and URL, then response status and URL. It does not log response bodies. The response event means the response status and headers have arrived; the request finishes after its body has downloaded.

Wait for one request or response

When a click should trigger a known API call, create the wait promise first, then perform the action and await the result:

const responsePromise = page.waitForResponse('**/api/fetch_data');
await page.getByText('Update').click();
const response = await responsePromise;

console.log(response.status(), response.url());

The glob pattern is matched against the full URL. For complex matching, use a regular expression or predicate that checks the URL, method, or other relevant request details. A predicate example:

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const responsePromise = page.waitForResponse(response =>
  response.url().includes('/api/fetch_data') &&
  response.request().method() === 'GET'
);
await page.getByText('Update').click();
const response = await responsePromise;

Use the response object’s Playwright API to read its body after the wait resolves. If you need to observe every request rather than one expected response, use event listeners instead.

Observe traffic or intercept it

Use page.on('request') and page.on('response') for passive observation. Use page.route() or browserContext.route() when you need to change a request, fulfill it with a test response, or abort it. A matching routed request stalls until the route handler handles it, so make sure every path through the handler continues, fulfills, or aborts the request as intended.

Understand request, response, and failure events

Think of the lifecycle as three distinct points:

  1. Request: the browser issues the request.
  2. Response: the browser receives response status and headers.
  3. Request finished: the response body has finished downloading.

If the browser cannot obtain an HTTP response—for example, because of a network error or timeout—the request may instead emit requestfailed. An HTTP error status such as 404 or 503 is still an HTTP response; it is not, by itself, a requestfailed event. Log the status to detect server-side errors, and treat transport failures separately.

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Use Selenium WebDriver BiDi or Chrome DevTools Protocol

The right alternative depends on your existing automation framework, target browser, and whether you need event observation, body access, or interception. Support can vary by browser and language binding, so verify the precise operation against the versions you deploy.

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Approach Best fit Important qualification
Playwright events and routing Playwright tests needing request/response events or high-level routing. Native routing can be affected by Service Workers; see the troubleshooting section.
Selenium WebDriver BiDi Selenium automation that needs bidirectional event streaming, including network events. BiDi APIs and browser support are evolving. Enable the webSocketUrl capability using the syntax for your language binding, then confirm the required event or operation is available.
Chrome DevTools Protocol (CDP) Direct access to Chrome’s Network domain when protocol-level operations are needed. CDP is Chrome-specific, not a cross-browser standard. Selenium describes its CDP support as temporary while BiDi is implemented.

Selenium BiDi setup considerations

WebDriver BiDi streams events bidirectionally over WebSockets. Selenium describes it as the W3C bidirectional direction for WebDriver, with capabilities growing as browser vendors implement the standard. Set the webSocketUrl capability in the form required by the language binding, then consult that binding’s current API for subscribing to the specific network events you need. Do not assume that one event API is available identically across all Selenium versions and browsers.

When CDP is the better fit

CDP exposes Chrome’s Network domain, including request and response events and methods for retrieving request post data or response bodies. Choose it when you need those lower-level Chrome protocol operations and can accept the browser-specific dependency. For browser-neutral automation, prefer the framework’s supported abstraction or BiDi where the deployed browser and binding expose the needed features.

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Troubleshoot missing or misleading traffic

  • The request never appears: attach listeners before navigation or the click that triggers it. If using waitForResponse(), create the promise before the action.
  • The route handler never sees a request: check whether a Service Worker handles it. Playwright warns that native page.route() and browserContext.route() may appear to miss traffic when Service Workers are active. If the test permits it, configure the context with serviceWorkers: 'block'. If you need to observe Service Worker requests themselves, use Playwright’s dedicated Service Worker guidance rather than blocking them.
  • The traffic belongs to another page: determine whether the action opened a popup or a separate page, and attach observation to the page or context that owns the request.
  • The status is 404 or 503: treat it as an HTTP response and inspect its status. Do not classify it as a transport failure just because it is an error status.
  • The wait times out: confirm that the action really triggers the request, the matcher covers the full URL, and the method or other predicate conditions are correct. Also check whether the response is issued by a popup or handled by a Service Worker.
  • The response body is unavailable when the response event fires: the response event precedes completion of body download. Wait for request completion or the relevant response-reading API before processing the body.
  • A routed request hangs: ensure the route handler resolves every matching request by continuing it, fulfilling it, or aborting it. Routed requests stall until handled.

Performance, reliability, and cost considerations

Continuous listeners are useful for diagnosing unexpected traffic, but they can produce large logs on pages with many requests. Filter by URL, method, or resource type when you only need a subset. For a known endpoint, a targeted wait avoids collecting unrelated events. Reading bodies can add work and retain sensitive or large payloads; capture only the data your authorized test needs, and avoid logging credentials, session cookies, or personal data.

Network observations depend on the browser, automation framework, protocol support, and page behavior. A test that uses BiDi or CDP should be checked against the exact browser and binding versions in the deployment environment. For reproducible results, record the request URL, method, response status, and relevant failure information, while keeping any body capture narrowly scoped.

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Or skip the browser setup

ScreenshotNeo is a website screenshot API, not a network-traffic capture tool: it returns a screenshot or PDF, not request logs, response bodies, or interception events. If a visual capture is enough, one GET request can return a clean screenshot. Before capture, it accepts cookie or consent banners and removes 60+ known consent platforms, newsletter popups, and chat widgets; each step can be turned off. Bot checks, blank pages, timeouts, failed loads, and cache hits are not billed, and response headers identify the page verdict and billing status. It also provides an MCP server for AI agents such as Claude, Cursor, and other MCP clients.

Example using cURL (see the ScreenshotNeo documentation):

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curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://example.com -o shot.webp

Free includes 1,000 shots per month with no card; paid plans start at $5 for 3,000 shots. Sign up for ScreenshotNeo’s free plan.

Frequently asked questions

Can I capture network requests without changing them?

Yes. Use Playwright’s request and response events, or the corresponding event capabilities exposed by your Selenium BiDi binding. Use routing only when you intend to intervene in traffic.

What’s actually slowing this PC down?

Pick the symptom - the matching free tool is one click away.

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Does ScreenshotNeo capture API requests made by a page?

No. ScreenshotNeo captures a visual screenshot or PDF; it does not provide network request logs or response bodies.

Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.

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