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Freedom251 › Blog › browser automation

How to Capture Full-Page Screenshots of Multiple Indian Ecommerce Product Pages in Bulk

By Freedom251 Team · · 6 min read

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For a repeatable batch, pair each authorized product-page URL with a stable ID, open the pages in a browser automation loop, wait for the content you need, save each full-page screenshot under that ID, and log the result in a manifest. Playwright supports full-page captures with fullPage: true; that setting captures the scrollable page, but does not guarantee that lazy-loaded images or dynamic content have finished loading. Playwright’s screenshot documentation

Choose the right kind of screenshot

  • Viewport: captures the visible area. Use it when you need consistent above-the-fold previews.
  • Full page: captures the scrollable page as one tall image. Use it when information below the fold matters.
  • Element: captures a selected region, such as the product-information panel, rather than the entire page.

For example, compare full-page captures when reviewing each listing’s overall layout; use element captures if the comparison is limited to price, title, and product details. Playwright documents full-page and locator-level screenshots, along with screenshot options such as PNG, JPEG, WebP, CSS- or device-pixel scale, masking, and disabling animations. Choose settings to suit the review; no single format is best for every task. Playwright screenshot options

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Prepare a reliable batch

  1. Build a URL list. Pair every product URL with an internal SKU or other stable row ID. Remove malformed URLs and unintended duplicates, and capture only pages you are authorized to access.
  2. Standardize capture settings. Use the same viewport, capture mode, and output format if you plan to compare pages visually.
  3. Set a readiness condition. Wait for a page-specific selector or other signal that the content you need is present. A full-page screenshot describes the capture area; it does not, by itself, mean deferred images or dynamic widgets have loaded.
  4. Use predictable filenames. Save with the stable ID, such as SKU123.png, instead of relying only on page titles that may change.
  5. Keep a manifest. Record the ID, URL, capture time, output filename, and any navigation or screenshot error. Use it to identify missing rows and rerun failures.
  6. Review representative output. Check samples from each site and page type for blocked navigation, missing deferred content, unusually long images, or unexpected page states.

Capture multiple pages with Playwright

The following Node.js example reads a CSV with id,url columns, visits each URL in sequence, waits for a product-specific selector, saves a full-page PNG, and writes a JSON-lines manifest. Install Playwright with npm install playwright, install its Chromium browser with npx playwright install chromium, and save this as capture.mjs. Change READY_SELECTOR to a selector that indicates the product content you need is ready; selector names vary by site.

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import { chromium } from 'playwright';
import { readFile, writeFile, appendFile, mkdir } from 'node:fs/promises';

const READY_SELECTOR = 'h1'; // Replace with a reliable product-page selector.
const rows = (await readFile('urls.csv', 'utf8'))
  .trim()
  .split(/r?n/)
  .slice(1)
  .map((line) => {
    const comma = line.indexOf(',');
    return { id: line.slice(0, comma).trim(), url: line.slice(comma + 1).trim() };
  })
  .filter((row) => row.id && row.url);

await mkdir('shots', { recursive: true });
await writeFile('manifest.jsonl', '');
const browser = await chromium.launch({ headless: true });

try {
  const page = await browser.newPage({ viewport: { width: 1365, height: 900 } });
  for (const { id, url } of rows) {
    const startedAt = new Date().toISOString();
    const filename = `shots/${id.replace(/[^a-zA-Z0-9_-]/g, '_')}.png`;
    const record = { id, url, startedAt, filename, status: 'ok' };
    try {
      await page.goto(url, { waitUntil: 'domcontentloaded', timeout: 60000 });
      await page.locator(READY_SELECTOR).first().waitFor({ state: 'visible', timeout: 30000 });
      await page.screenshot({ path: filename, fullPage: true });
    } catch (error) {
      record.status = 'error';
      record.error = String(error);
    }
    record.finishedAt = new Date().toISOString();
    await appendFile('manifest.jsonl', `${JSON.stringify(record)}n`);
  }
} finally {
  await browser.close();
}

Example urls.csv:

id,url
SKU123,https://example.com/product/123
SKU456,https://example.com/product/456

The simple CSV reader above assumes IDs and URLs do not contain commas. If your input is a general CSV with quoted fields, use a CSV parser rather than splitting lines. Keep the selector site-specific where necessary: a shared h1 may exist before the price, variant, or other comparison data has loaded.

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Handle readiness, output, and failures

Lazy images and changing content

Wait for the particular content relevant to your comparison, then inspect sample screenshots. A visible heading is not proof that every below-the-fold image has loaded. If images are lazy-loaded, use a site-appropriate scroll-and-wait strategy or wait for image completion before capture; test this on representative pages instead of assuming full-page mode triggers every site’s loading behavior.

Useful screenshot options

  • Use fullPage: true for the entire scrollable page; omit it for a viewport capture.
  • Use a locator screenshot when only one page region matters.
  • Pick PNG, JPEG, or WebP based on the downstream workflow and desired image characteristics.
  • Use a consistent viewport and scale when comparing pages. Playwright supports CSS- or device-pixel scaling.
  • Consider masking volatile regions or disabling animations where those changes would make comparisons less useful.

Manifest and reruns

Keep each page’s result even when another page fails, as in the example. To retry, select manifest entries marked error rather than rerunning successful rows blindly. Include timestamps so repeated captures can be distinguished. If a page is blocked or returns an unexpected state, record that outcome instead of treating the resulting image as a normal product listing.

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No-code batch option

FullPage Capture’s vendor page describes a Chrome and Edge workflow that accepts addresses one per line or open tabs, then captures pages in a queue. The vendor says a run can include up to 200 pages, that captures are kept in capture history, and that files can be downloaded individually or as a combined PDF. Its page identifies batch capture as a Pro feature and was updated September 29, 2026; those capacity and plan details are vendor claims, not an independent benchmark, so check the current listing before relying on them. FullPage Capture

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Or skip the browser setup

ScreenshotNeo offers a website screenshot API: one GET request returns an image or PDF. Cookie banners are accepted and removed, along with known consent platforms, newsletter popups, and chat widgets; those steps can be turned off. Bot checks, blank pages, failed loads, timeouts, and cache hits are not billed, and response headers report the page verdict and billing status. Its MCP server provides screenshot tools for AI agents. Learn about ScreenshotNeo

For example, request a WebP capture of a product page with cURL:

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curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://example.com/product/123 -o shot.webp

Replace the example URL with a product page you are authorized to capture and use your API key. See the ScreenshotNeo API documentation for request options, formats, and response details. The free plan includes 1,000 screenshots per month without a card; paid plans start at $5 for 3,000. Sign up for 1,000 free screenshots a month, no card required.

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Limits and marketplace access

Full-page images can be very tall and awkward to review, and a screenshot records a visual state rather than proving that personalization, dynamic elements, or deferred content are complete. A browser-canvas limit described for one extension should not be generalized to Playwright or other capture methods. Before running a batch against Amazon.in, Flipkart, or another marketplace, check that site’s current terms and access controls and obtain authorization where required. The available guidance does not establish whether bulk screenshots are permitted by any particular marketplace.

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Troubleshooting

  • Timeout waiting for a selector: the selector may be wrong, hidden, or delayed. Inspect the page, choose a signal tied to the content you need, and set a suitable timeout.
  • Screenshot exists but content is missing: navigation may have completed before deferred content loaded. Wait for a relevant readiness signal and verify representative full-page output.
  • Unexpected or blocked page: record the failure state in the manifest, review the site’s access controls, and do not treat the screenshot as a valid product capture.
  • Some rows are absent: check the input IDs and URLs, then compare every input row with the manifest. Retry only failed entries after correcting their cause.
  • Output is hard to compare: standardize viewport, capture mode, scale, and file format across the batch; use element captures if the full page adds irrelevant variation.

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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