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Freedom251 › Blog › browser automation

How to Bulk Screenshot Indian Job Listing Pages from a URL List

By Freedom251 Team · · 6 min read

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You can bulk screenshot job-listing pages by reading an authorized list of URLs in a script, opening each page in a browser, and saving a separate image for each one. Playwright provides the navigation and screenshot operations; the URL-list loop, filenames, waiting, and failure logging are workflow code you supply. Before automating, check the terms and access conditions of every job portal in your list.

Check permission before automating job portals

A listing being visible in a browser does not by itself mean automated access is permitted. Policies differ by site, so check the current terms for each portal and use an authorized export or API, or seek permission, if automation is prohibited or unclear.

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  • LinkedIn’s policy says it does not permit third-party software, crawlers, browser plugins, or extensions that scrape, modify the site’s appearance, or automate activity. The page describes possible account restrictions and prohibits scraping, copying, access-control circumvention, and unreasonable load.
  • WorkIndia’s terms restrict copying, downloading, framing or mirroring platform IP, data mining, scraping, and automated extraction without prior written consent or express permission. This is WorkIndia’s policy, not a rule for every Indian job portal.

A current authoritative Naukri policy specific to this screenshot use is not established here. Check its current terms and access conditions rather than assuming automation is allowed. Do not bypass a login, CAPTCHA, paywall, or other access control.

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Choose what each screenshot should preserve

Viewport capture

A viewport screenshot records the currently visible screen. Use it when the top portion of a listing is the relevant record and you do not need content below the fold.

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Full-page capture

A full-page screenshot captures the scrollable page, including content below the initial viewport. It can preserve more listing details, but produces a longer image. Playwright documents full-page screenshots as an option on its page screenshot method: Playwright Page API.

Capture one listing element

If the page contains navigation, recommendations, or other unrelated content, consider capturing only the listing element. The example below uses a CSS selector when one is provided; selectors vary by site and may need adjustment. Use this only when the element is stable and captures the information you need.

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Build a URL-list workflow with Playwright

The following Node.js example reads one URL per line from urls.txt, validates HTTP or HTTPS URLs, removes duplicates, visits pages sequentially, and saves a screenshot and a JSONL record for each successful capture. It uses Playwright’s documented page navigation and screenshot methods; batching is implemented by the loop, not a built-in bulk API. Install Playwright and its Chromium browser as described in the official documentation.

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  1. Create a project and install Playwright:

    npm init -y
    npm install playwright
    npx playwright install chromium
  2. Put one authorized URL per line in urls.txt. Blank lines and lines beginning with # are ignored.

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  3. Save this as capture.mjs:

    import { chromium } from 'playwright';
    import { readFile, mkdir, appendFile } from 'node:fs/promises';
    
    const input = await readFile('urls.txt', 'utf8');
    const urls = [...new Set(input.split(/r?n/)
      .map(line => line.trim())
      .filter(line => line && !line.startsWith('#'))
      .map(line => {
        const url = new URL(line);
        if (!['http:', 'https:'].includes(url.protocol)) {
          throw new Error(`Unsupported URL protocol: ${line}`);
        }
        return url.href;
      }))];
    
    await mkdir('shots', { recursive: true });
    const browser = await chromium.launch({ headless: true });
    const logPath = 'shots/results.jsonl';
    
    try {
      for (const [index, url] of urls.entries()) {
        const page = await browser.newPage({ viewport: { width: 1365, height: 900 } });
        const startedAt = new Date().toISOString();
        const base = `${String(index + 1).padStart(4, '0')}`;
        try {
          const response = await page.goto(url, {
            waitUntil: 'domcontentloaded',
            timeout: 30000
          });
          // Allow a short render interval; use a site-specific selector when appropriate.
          await page.waitForTimeout(1000);
          const finalUrl = page.url();
          await page.screenshot({
            path: `shots/${base}.png`,
            fullPage: true,
            timeout: 30000
          });
          await appendFile(logPath, JSON.stringify({
            inputUrl: url,
            finalUrl,
            capturedAt: new Date().toISOString(),
            httpStatus: response?.status() ?? null,
            outcome: response && response.status() >= 400 ? 'http-error-captured' : 'captured',
            file: `${base}.png`
          }) + 'n');
        } catch (error) {
          await appendFile(logPath, JSON.stringify({
            inputUrl: url,
            capturedAt: new Date().toISOString(),
            outcome: 'failed',
            error: String(error)
          }) + 'n');
          console.error(`Failed: ${url}: ${error}`);
        } finally {
          await page.close();
        }
      }
    } finally {
      await browser.close();
    }
  4. Run it with node capture.mjs. The images go into shots/; results.jsonl records the input URL, final URL when available, capture time, HTTP status, outcome, and filename or error.

The sample intentionally processes one page at a time. It waits for the DOM content event and then one second as an adjustable render interval, not as a guarantee that a listing is ready. For a known page structure, replace the delay with a wait for a relevant selector. Playwright documents navigation and screenshot options in its Page API.

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Adapt capture scope, naming, and evidence

  • Viewport instead of full page: set fullPage: false or omit the option.
  • Specific listing element: use a locator, for example await page.locator('YOUR_LISTING_SELECTOR').screenshot({ path: `shots/${base}.png` });. Replace the selector with one that matches the target page; an absent or ambiguous selector can fail or capture the wrong content.
  • Stable file association: the example uses a zero-padded index so duplicate or changing job titles do not collide. Keep the original URL and timestamp in the log. If filenames include a listing identifier, sanitize it and still retain the source URL in the log.
  • Rendered content: pages can redirect or fail to load. Record the final URL and status rather than treating every saved image as a successful, current listing.
  • Personal data: capture only what you need and store URL lists, logs, and screenshots with suitable access controls. Job pages may expose personal or account-specific information.

A screenshot is a visual record of what the page showed at capture time. It does not establish that a job remains open or that the listing details are still current.

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Handle scale, retries, and failures conservatively

Start sequentially; add concurrency only if permitted

Sequential navigation is easier to troubleshoot and places less simultaneous load on target sites. If the site permits automation and you have a genuine need for more throughput, add a small, controlled number of workers, monitor failures and site responses, and stop if access is restricted or the site returns blocking challenges. There is no universal safe concurrency, wait interval, or retry count established for all job portals.

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Retry only transient failures

For timeouts or temporary network errors, a limited retry may be reasonable. Log each attempt and avoid repeatedly retrying access denials, CAPTCHA pages, or other signs that automation is not allowed. Do not try to evade those controls.

Common problems

  • Invalid URL or unsupported scheme: the script expects a complete http:// or https:// URL. Correct the input line.
  • Navigation timeout: the page may be slow, unavailable, or waiting on resources. Check the site manually, adjust the timeout only when appropriate, and log failures rather than silently counting them as captures.
  • Blank or incomplete image: a delay after DOM content may not be enough for client-rendered content. Wait for a meaningful selector if available; do not assume a longer fixed delay guarantees completion.
  • Unexpected redirect or access challenge: inspect the recorded final URL and page. If access is restricted or the site’s terms disallow automation, stop and use an authorized route.
  • Element selector not found: confirm the selector on that specific portal and account for page variations. Fall back only to a permitted capture scope that still meets your purpose.
  • Repeated overwrites: use unique indexed filenames or a sanitized listing identifier, and preserve the URL-to-file mapping in the log.

Or skip the browser setup

ScreenshotNeo can capture a URL with one request and return an image or PDF. Its cleanup steps can accept cookie or consent banners and remove more than 60 known consent platforms, newsletter popups, and chat widgets before capture; each step can be turned off. Only clean shots are billed: bot checks or CAPTCHAs, blank pages, timeouts, failed loads, and cache hits cost nothing, and response headers identify the page verdict and billing status. An MCP server exposes screenshot tools to AI agents, and the Free plan includes 1,000 shots per month without a card; paid plans start at $5 for 3,000 shots. Check the target portal’s terms and access rules before submitting URLs.

For a single call, see the ScreenshotNeo API documentation and use your API key:

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

For a URL list, call the endpoint once per authorized URL and save each response under a distinct filename, keeping your own URL-to-file log. Learn more at ScreenshotNeo, or sign up free for 1,000 screenshots a month with no card.

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