Use Playwright for Python to open product-page URLs in a browser, capture the viewport, full page, or a specific element, and save each result under a stable filename. For a reliable batch, read URLs and item IDs from a CSV, wait for a site-appropriate ready condition, and record each success or failure in a manifest. Playwright supplies the browser and screenshot operations; it does not guarantee that every ecommerce site will load or permit automated access.
What you need before capturing a batch
- Python and Playwright for Python, plus one of Playwright’s supported browser engines: Chromium, Firefox, or WebKit.
- A CSV containing a stable item ID and the full product-page URL for each intended capture.
- A folder for screenshots and a manifest that records the URL, output path, and result for each row.
- A capture goal: consistent above-the-fold previews, full-page product details, or a specific element such as a product image or price.
Check the target site’s current terms and use an authorized access method before running automation. Consent handling, localization, login state, dynamic content, and access behavior vary by site. Playwright’s general documentation does not establish the current automation policy or behavior of Amazon.in, Flipkart, or another Indian marketplace.
Install Playwright and its browser
In a terminal, install the Python package and then install the browser engine you plan to use. This example uses Chromium:
python -m pip install playwrightpython -m playwright install chromium
The script below uses Playwright’s synchronous Python interface. Playwright also provides an asynchronous interface; choose it if the surrounding application already uses asyncio or you need to coordinate asynchronous work.
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Prepare the input CSV
Save a file named products.csv with these column headers and one product per row:
id,urlsku-001,https://example.com/product/onesku-002,https://example.com/product/two
Use an ID that is unique and stable for your own records. The script sanitizes IDs for filenames, rather than relying on page titles, which can be missing or duplicated. Replace the example URLs with the product URLs you are permitted to access.
Run a batch capture with Python
This complete script writes one PNG per row and a manifest.csv containing each requested URL, output path, and status. It captures full pages by default, waits for the page load event and then a short configurable delay, and continues to the next row after an individual error.
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import csv
import re
from pathlib import Path
from playwright.sync_api import sync_playwright
INPUT_CSV = Path("products.csv")
OUTPUT_DIR = Path("screenshots")
MANIFEST = OUTPUT_DIR / "manifest.csv"
VIEWPORT = {"width": 1440, "height": 1000}
FULL_PAGE = True
POST_LOAD_WAIT_MS = 1000
NAVIGATION_TIMEOUT_MS = 30000
def safe_filename(value: str) -> str:
"""Keep filenames predictable and remove path separators or unsafe characters."""
cleaned = re.sub(r"[^A-Za-z0-9._-]+", "_", value.strip())
cleaned = cleaned.strip("._-")
return cleaned or "unnamed"
OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
with INPUT_CSV.open("r", newline="", encoding="utf-8-sig") as source:
rows = list(csv.DictReader(source))
manifest_rows = []
seen_names = set()
with sync_playwright() as p:
browser = p.chromium.launch(headless=True)
page = browser.new_page(viewport=VIEWPORT)
page.set_default_navigation_timeout(NAVIGATION_TIMEOUT_MS)
for index, row in enumerate(rows, start=1):
item_id = (row.get("id") or "").strip()
url = (row.get("url") or "").strip()
filename_id = safe_filename(item_id or f"row-{index:04d}")
filename = f"{filename_id}.png"
output_path = OUTPUT_DIR / filename
status = "error"
detail = ""
if not url:
detail = "Missing URL"
elif filename in seen_names:
detail = "Duplicate sanitized ID; use unique IDs in the CSV"
else:
seen_names.add(filename)
try:
response = page.goto(url, wait_until="load")
page.wait_for_timeout(POST_LOAD_WAIT_MS)
page.screenshot(path=str(output_path), full_page=FULL_PAGE)
status = "ok"
detail = f"HTTP {response.status}" if response else "Navigation completed without a response object"
except Exception as exc:
detail = f"{type(exc).__name__}: {exc}"
manifest_rows.append({
"id": item_id,
"url": url,
"screenshot": str(output_path) if status == "ok" else "",
"status": status,
"detail": detail,
})
browser.close()
with MANIFEST.open("w", newline="", encoding="utf-8") as output:
writer = csv.DictWriter(
output,
fieldnames=["id", "url", "screenshot", "status", "detail"],
)
writer.writeheader()
writer.writerows(manifest_rows)
print(f"Processed {len(manifest_rows)} rows. Manifest: {MANIFEST}")Save it as capture_products.py and run python capture_products.py. Successful image files appear in screenshots/; inspect screenshots/manifest.csv to find rows that need attention. The wait time is a starting point, not a universal readiness guarantee: a store may render product data after the load event or use site-specific client-side behavior.
Choose the screenshot scope
Viewport preview
To produce consistent previews of the initially visible layout, set FULL_PAGE = False. By default, page.screenshot() captures the current viewport. Keep the viewport dimensions fixed across a batch when the goal is visual comparison.
Full scrollable page
Set FULL_PAGE = True to request a screenshot of the full scrollable page, including below-the-fold content. This can be useful for product details and reviews, but pages with long or dynamically loaded content may need a site-specific wait or scrolling strategy before capture.
One element
For a product card, price block, or other identified component, use a locator screenshot instead of a page screenshot. Replace the screenshot line with a selector known to match the intended element:
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page.locator("[data-testid='product-price']").screenshot(path=str(output_path))Choose a selector that actually exists on the target page and verify it against each site’s markup. Locator screenshots are clipped to the element’s bounds; an element obscured by another element can remain obscured in the image.
Capture to bytes for processing
If you need to compare pixels or process an image before writing it, capture bytes rather than saving directly to a path:
image_bytes = page.screenshot(full_page=FULL_PAGE)
# Pass image_bytes to your image-processing or comparison step.Make readiness and output handling dependable
Wait for the relevant content
The example waits for the browser’s load event and then a fixed delay. Neither is proof that a product’s price, image gallery, or other client-rendered content is ready. Where a stable site-specific selector is available, wait for it before capturing, for example:
page.goto(url, wait_until="domcontentloaded")
page.locator("[data-testid='product-title']").wait_for(state="visible", timeout=15000)
page.screenshot(path=str(output_path), full_page=FULL_PAGE)Use a selector appropriate to that store; do not assume the example selector is universal. For content that appears only after scrolling or interaction, reproduce the authorized visitor flow and verify the resulting page before treating the image as complete.
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Keep a useful manifest
The sample records the requested URL, stable ID, image path, status, and error detail. For audit or review, you can extend the manifest with fields such as capture time or the final page URL, but keep the original input URL so redirects and unexpected navigation are detectable.
Handle duplicate IDs deliberately
The script flags IDs that sanitize to the same filename rather than overwriting an earlier image. Correct the CSV to use unique IDs before rerunning. This matters when distinct IDs contain characters that are removed during filename sanitization.
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Chromium, Firefox, or WebKit
Playwright documents Chromium, Firefox, and WebKit browser engines. This example launches Chromium; use another supported engine when your intended environment calls for it. Browser choice can affect rendering, so use the same engine and viewport for captures you plan to compare.
Local browser or managed capture
A local Playwright process gives you control over the browser workflow and lets you adapt waits and selectors to a target page. A managed screenshot service is an alternative operating model when you do not want to provision browser automation yourself; verify that its behavior fits your access requirements and output needs.
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Troubleshoot common batch failures
- Browser executable not found: the Python package is installed but the browser is not. Run
python -m playwright install chromium, or install the engine selected in your script. - Navigation timeout: the page did not reach the selected navigation event within the configured timeout. Check the URL and connectivity, and consider a suitable less restrictive navigation event only if your readiness checks then wait for the content you need.
- Screenshot is blank or incomplete: a page load event may occur before the product content is rendered. Wait for a site-specific visible selector and inspect whether content requires scrolling or another authorized interaction.
- Element locator times out: the selector may not exist on that page, may be wrong for that store, or the target may not have become visible. Inspect the page and adapt the selector; do not silently substitute an unrelated element.
- Unexpectedly overwritten or missing files: check the manifest for duplicate sanitized IDs, missing URLs, and rows marked as errors. Give every input row a unique stable ID before retrying.
- Consent banner, popup, or chat widget covers content: the example does not remove overlays. Verify the site’s permitted consent flow and adapt the browser actions only where authorized; inspect the final image rather than assuming the page is unobstructed.
- Some product pages fail while others work: access rules, localization, authentication, and dynamic behavior may differ across sites or pages. Review each failed manifest entry and check the target site’s current terms rather than assuming a single script works everywhere.
Performance, reliability, and cost considerations
The sample reuses one browser and page sequentially, keeping the control flow and output association straightforward. It makes no throughput promise: actual completion time depends on navigation and page behavior, and the available documentation does not establish a benchmark for Indian ecommerce sites. If you change the workflow to run pages concurrently, keep output filenames unique, bound concurrency, and confirm that the target’s rules permit your request pattern.
Failures are recorded per row so a single problematic URL does not discard the rest of the batch. Review and retry failed entries selectively. No universal site coverage, reliability rate, or cost comparison can be inferred from Playwright’s screenshot API; local resource use and any managed-service charges depend on the operating model you choose.
Or skip the browser setup
ScreenshotNeo offers a website screenshot API and MCP server. Send one GET request with a URL to receive a PNG, JPEG, WebP, or PDF. For a product page, this cURL example saves a WebP image; replace the URL with the page you are authorized to capture. See the ScreenshotNeo documentation for request options.
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://example.com/product/one -o shot.webpScreenshotNeo accepts cookie and consent banners and removes more than 60 known consent platforms, newsletter popups, and chat widgets before capture; each of those steps can be turned off. Bot checks, blank pages, timeouts, failed loads, and cache hits are not billed, and each response identifies the page verdict and billing status in headers. Its MCP server provides take_screenshot, get_page_info, and capture_pdf tools for Claude, Cursor, and other MCP clients. The free plan includes 1,000 shots per month with no card; paid plans start at $5 for 3,000 shots. These are product-plan terms, not a guarantee that a particular marketplace permits automated access.
Sign up for ScreenshotNeo’s free plan: 1,000 screenshots a month, no card required.
Frequently Asked Questions
Can the batch script save JPEG or WebP instead of PNG?
Yes. Change the output filename extension and pass the matching type value to page.screenshot(), such as type="jpeg" or type="webp". Check the Playwright screenshot documentation for the options supported by your installed version.
Does a successful screenshot mean the marketplace permits automated capture?
No. Browser automation capability does not establish a site’s current terms or access policy. Check the target site’s rules and use an authorized access method.
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.
