To bulk screenshot Indian job listing pages, put the permitted page URLs in a text or CSV file, then use a browser-automation script to visit each URL and save a screenshot. Playwright’s page API provides the navigation and screenshot operations; processing a list is a loop you write, not a built-in bulk command. First check that each target site permits automated access. A screenshot records how a page looked at capture time; it does not establish that a job is still open or current.
Check permission before automating
Do not assume a listing that is visible in a browser can be accessed by an automated script. Policies vary by platform, so check the current terms and access conditions for every site in your URL list.
- LinkedIn’s help policy says it does not permit third-party software, crawlers, browser plugins, or extensions that scrape, modify the site’s appearance, or automate activity. It describes possible account restrictions and prohibits scraping, copying, access-control circumvention, and unreasonable load.
- WorkIndia’s terms restrict copying, downloading, framing or mirroring its intellectual property, data mining, scraping, and automated extraction without prior written consent or express permission. This is a WorkIndia-specific policy, not a rule for every Indian job portal.
- A current authoritative Naukri policy for this particular screenshot use is not established here. Check Naukri’s current terms and access conditions directly before automating.
If a site prohibits automation or its rules are unclear, use an authorized export or API, or seek permission. Do not attempt to bypass a CAPTCHA, login requirement, paywall, or other access control.
Choose what each screenshot should capture
Viewport: the visible screen
A normal screenshot captures the current viewport. Choose this when the top of a listing page is all you need to retain. It is a smaller, focused visual record, but content below the fold will not appear.
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Full page: the scrollable page
Use full-page capture when information lower on the page matters. Playwright documents full-page screenshots through its Page API. A full-page image can be much taller than a viewport capture, so consider whether you need the entire page for every listing.
Whole page or listing element
If the target site and page structure allow it, capture only the listing element rather than the entire page. This reduces unrelated interface content and can make saved files easier to review. The example below uses full-page screenshots; change the capture call to a selector-based screenshot if you have identified the relevant element and verified that selector on the site.
Prepare the URL list and output plan
- Make a plain-text list. Put one complete URL per line in
urls.txt. For a CSV, read the URL column and apply the same validation and capture steps. - Validate and deduplicate. Keep only valid HTTP or HTTPS URLs that you are authorized to capture. Remove duplicates so the script does not create redundant files.
- Choose a naming convention. Give every output a stable index or sanitized listing identifier. The script below uses a zero-padded sequence number, which avoids collisions from repeated or unusual URL characters.
- Keep a record with the images. Save the original URL and capture timestamp alongside each result. A screenshot is a visual record at that time, not proof that a vacancy remains available.
- Minimize and protect data. Capture only what you need and store screenshots and URL lists appropriately, especially where pages may expose personal or account-specific information.
Bulk capture with Playwright and JavaScript
Install Playwright for Node.js, then create urls.txt in the same folder, with one URL per line. This runnable script visits URLs sequentially, waits for the page load event, takes a full-page screenshot, and logs failures without treating them as successful captures. Sequential processing is a conservative starting point; this is a loop over URLs, not a Playwright bulk-capture feature.
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- Install Playwright:
npm install playwright. - Save the following as
bulk-screenshot.js. - Run
node bulk-screenshot.js. Successful images go in thescreenshotsfolder, and the run log is written toresults.csv.
const fs = require('node:fs/promises');
const path = require('node:path');
const { chromium } = require('playwright');
const inputFile = 'urls.txt';
const outputDir = 'screenshots';
const resultsFile = 'results.csv';
const timeoutMs = 30000;
function csv(value) {
return `"${String(value).replaceAll('"', '""')}"`;
}
async function main() {
const raw = await fs.readFile(inputFile, 'utf8');
const seen = new Set();
const urls = [];
for (const line of raw.split(/r?n/)) {
const value = line.trim();
if (!value || value.startsWith('#')) continue;
let parsed;
try {
parsed = new URL(value);
} catch {
console.error(`Skipping invalid URL: ${value}`);
continue;
}
if (!['http:', 'https:'].includes(parsed.protocol)) {
console.error(`Skipping non-web URL: ${value}`);
continue;
}
if (!seen.has(parsed.href)) {
seen.add(parsed.href);
urls.push(parsed.href);
}
}
await fs.mkdir(outputDir, { recursive: true });
const browser = await chromium.launch({ headless: true });
const rows = [['index', 'url', 'timestamp_utc', 'status', 'file', 'error']];
try {
for (let i = 0; i < urls.length; i++) {
const url = urls[i];
const index = String(i + 1).padStart(5, '0');
const file = path.join(outputDir, `${index}.png`);
const timestamp = new Date().toISOString();
const page = await browser.newPage({ viewport: { width: 1365, height: 900 } });
page.setDefaultNavigationTimeout(timeoutMs);
try {
const response = await page.goto(url, { waitUntil: 'load' });
if (!response) {
throw new Error('Navigation returned no main-document response (for example, a redirect or non-network page).');
}
await page.screenshot({ path: file, fullPage: true });
rows.push([index, url, timestamp, `HTTP ${response.status()}`, file, '']);
console.log(`Saved ${file} (${response.status()}): ${url}`);
} catch (error) {
rows.push([index, url, timestamp, 'FAILED', '', error.message]);
console.error(`Failed: ${url} — ${error.message}`);
} finally {
await page.close();
}
}
} finally {
await browser.close();
const contents = rows.map(row => row.map(csv).join(',')).join('n') + 'n';
await fs.writeFile(resultsFile, contents, 'utf8');
}
}
main().catch(error => {
console.error(error);
process.exitCode = 1;
});The script reports the main-document HTTP status, but a successful response does not by itself prove that the page contains a usable listing. Review the result and screenshot, especially for redirects, blocked pages, or pages whose content loads after the initial page event.
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Some pages render or update listing content after the initial load. If you can identify a stable element that appears only when the listing is ready, wait for it before capturing. For example, after navigation, add await page.locator('YOUR_LISTING_SELECTOR').waitFor({ state: 'visible', timeout: timeoutMs }); before page.screenshot(...). Replace the selector with one verified for that site; there is no universal selector across job portals. If a site renders content through a later request, adjust the wait condition based on the page behavior rather than adding an arbitrary long delay.
Viewport or selector capture
For a viewport-only image, remove fullPage: true from the screenshot options. To capture one known element instead, use await page.locator('YOUR_LISTING_SELECTOR').screenshot({ path: file });. Confirm that the element exists and is visible; a selector that matches nothing will fail instead of producing the intended image.
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Reliability, runtime, and cost
- Concurrency: Start sequentially, as in the example. If you later run several pages at once, keep concurrency conservative and within the target site’s permitted access. More simultaneous navigations can increase load and make failures harder to distinguish.
- Retries: The example records each failure but does not retry. If you add retries, cap them and retry only transient navigation or network failures; do not retry in a way that evades a block or access restriction.
- Storage: Full-page screenshots may be large, and output size depends on page length and image content. Check available disk space for large URL lists and retain only the files needed for your workflow.
- Cost: Playwright is the browser automation approach shown here; your practical costs include the machine and storage used to run and keep captures. The referenced Playwright Page API documents page operations, not a hosted bulk-capture price.
- Repeatability: Keep the URL, timestamp, status, and filename together. A stable index-based filename prevents unsafe URL characters from becoming filesystem paths, while the CSV makes failed entries visible for follow-up.
Troubleshooting common failures
Invalid URL or skipped line
Check for missing schemes such as https://, whitespace, malformed CSV fields, or non-web URLs. The sample accepts one URL per line; if using CSV, explicitly parse the URL column rather than feeding an entire row to the URL parser.
Navigation timeout
The page may be slow, stalled, or waiting on resources that never finish. Confirm the URL opens normally and that automation is permitted. Increase the timeout only when the page legitimately needs more time; consider a more appropriate navigation condition for the target page rather than repeatedly increasing the wait.
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The page may have redirected, presented a block page, or rendered the listing after the chosen load event. Inspect the URL and page state, then wait for a verified listing selector if available. Record blocked or empty results as failures or review cases; do not bypass controls to obtain a capture.
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Selector not found
Inspect the page structure and verify the selector on the specific site and page type. Job portals may vary their markup, so a selector that works on one listing may not work elsewhere. Fall back to a viewport or full-page screenshot if that better serves the purpose and is allowed.
One failure stops later captures
The supplied script catches page-level errors inside the loop and continues to the next URL. If the browser itself fails to launch or the input file cannot be read, the outer handler reports the error and exits; install Playwright correctly, verify the file path, and rerun after resolving the setup issue.
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ScreenshotNeo provides a screenshot API and MCP server for developers. For an authorized public listing URL, one GET request can return an image or PDF. The following cURL example saves a WebP screenshot; replace the URL with a target you are permitted to capture. See the ScreenshotNeo documentation for request options.
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curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://stripe.com -o shot.webpFor your own URL list, call the endpoint once per URL in your script and give each output a distinct filename. ScreenshotNeo accepts consent banners like a visitor and removes more than 60 known consent platforms, newsletter popups, and chat widgets before capture; each step can be turned off. Bot checks, blank pages, timeouts, failed loads, and cache hits cost nothing, and response headers identify the page verdict and billing status. Its MCP server gives AI agents tools for screenshots, page information, and PDF capture. The free plan includes 1,000 screenshots per month with no card; paid plans start at $5 for 3,000 screenshots.
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Frequently Asked Questions
Can a screenshot prove that a job listing is still open?
No. It preserves the page’s appearance at capture time; it does not verify current availability.
Can I automate captures from any Indian job portal?
No blanket permission can be assumed. Check each portal’s current terms and access conditions; use an authorized export or API, or seek permission if automation is prohibited or unclear.
Quick Recap
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.
