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Use a browser automation script to read each product URL, open it, wait for the page to reach the state you want, and save a viewport or full-page screenshot under a filename tied to the product. Playwright is a flexible choice when pages need different handling; shot-scraper is a configured command-line option for repeatable multi-page captures.
Choose viewport or full-page screenshots
A viewport screenshot records only the area visible in the browser window. A full-page screenshot captures the page’s full scrollable content. Use viewport captures for consistent above-the-fold comparisons, and full-page captures when you need to review all product details, specifications, or page layout. Playwright documents both modes in its screenshot guide and Page API.
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Full-page screenshots can be much taller than the browser viewport. If your goal is a fair visual comparison across products, keep the viewport size and screenshot scale consistent. If you need a specific region rather than the whole page, Playwright also supports capturing an element.
Capture a URL list with Playwright
The script below reads one URL per line from urls.txt, visits each URL in sequence, waits for the page load event, and saves a full-page PNG. Filenames are generated from the URL host and path, with a counter to avoid collisions. Install Playwright and its Chromium browser first:
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- Install Playwright for Python:
pip install playwright. - Install the browser:
playwright install chromium. - Create
urls.txtwith one complete URL per line. - Save the script as
capture_products.pyand runpython capture_products.py.
from pathlib import Path
from urllib.parse import urlparse
import re
from playwright.sync_api import sync_playwright
URL_FILE = Path("urls.txt")
OUTPUT_DIR = Path("screenshots")
FULL_PAGE = True
def filename_for(url: str, index: int) -> str:
parsed = urlparse(url)
name = f"{parsed.netloc}{parsed.path}".strip("/") or "page"
name = re.sub(r"[^A-Za-z0-9._-]+", "-", name).strip("-.")
return f"{index:03d}-{name[:140]}.png"
urls = [line.strip() for line in URL_FILE.read_text(encoding="utf-8").splitlines()
if line.strip() and not line.lstrip().startswith("#")]
OUTPUT_DIR.mkdir(parents=True, exist_ok=True)
with sync_playwright() as p:
browser = p.chromium.launch(headless=True)
page = browser.new_page(viewport={"width": 1440, "height": 1000}, device_scale_factor=1)
for index, url in enumerate(urls, start=1):
try:
response = page.goto(url, wait_until="load", timeout=60000)
# Add site-specific handling here if a predictable overlay blocks the page.
page.screenshot(path=str(OUTPUT_DIR / filename_for(url, index)), full_page=FULL_PAGE)
status = response.status if response else "no response"
print(f"Saved {url} (HTTP {status})")
except Exception as exc:
print(f"Failed {url}: {exc}")
browser.close()Playwright’s page.screenshot saves an image to a path; full_page=True requests the full scrollable page. Setting it to False produces a viewport capture. Its API also supports format selection, JPEG or WebP quality, screenshot scale, masking, and returning screenshot bytes for further processing; the output extension can determine the format. See the Page API reference for supported options.
Make the capture state predictable
wait_until="load" waits for the page load event, but it does not guarantee that every product image, animation, or client-rendered component has finished. If a site loads important content later, wait for a meaningful selector or add a bounded delay after navigation. For example, replace the screenshot line with page.locator(".product-gallery").wait_for(state="visible", timeout=15000) before capturing, using a selector that actually exists on the target pages.
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Cookie dialogs, newsletter sign-up windows, and other overlays may cover the product. For a predictable overlay, explicitly wait for and dismiss it in the script before taking the screenshot; Playwright warns that unexpected overlays can block automation. Do not blindly click a coordinate: it can hit different controls on different pages. If you want to preserve the page as a visitor sees it, leave the overlay in place.
Use stable names and handle duplicates
The example creates readable names from each URL. If two URLs share the same host and path but differ by query string, they may produce the same base filename; the index prefix keeps files from overwriting one another. For long-running recurring jobs, a product ID from a separate CSV or JSON mapping is more stable than a title or URL slug. Keep the URL-to-filename mapping alongside the screenshots so you can identify the source later.
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Use shot-scraper for configured batches
If you prefer a CLI and configuration file over writing a browser loop, shot-scraper 0.14.2 documentation describes multi-page captures configured in a YAML file. Install it with pip install shot-scraper, install its browser dependency with shot-scraper install, define the pages in shots.yml, then run:
shot-scraper multi shots.ymlThis route suits a repository workflow where the list of pages and capture settings are committed with the project. The versioned documentation also shows a GitHub Actions example that runs the multi-capture command and stores generated screenshots in the repository. Treat its workflow as an example, and check current GitHub Actions conventions before adopting it unchanged.
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Which route should you use?
| Route | Best fit | Control and integration |
|---|---|---|
| Playwright directly | Pages need custom waits, overlay handling, per-URL decisions, or image processing. | Write the navigation loop and handling in your script; screenshots can be saved to paths or returned as bytes. |
| shot-scraper | A configured CLI batch or repository-based capture workflow fits the job. | Describe captures in configuration and run the multi-page command; documented GitHub Actions integration can store results in a repository. |
The available documentation does not establish that one route is generally faster or more reliable. Choose based on how much per-page logic you need and whether you want the capture configuration in code or a CLI config.
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For a managed one-request capture, ScreenshotNeo accepts a URL and returns an image or PDF. Its clean-shot steps can accept consent banners and remove more than 60 known consent platforms, newsletter popups, and chat widgets before capture; each step can be turned off. Bot checks and CAPTCHAs, blank pages, timeouts, failed loads, and cache hits are not billed, and response headers say the page verdict and billing status. It also offers an MCP server with take_screenshot, get_page_info, and capture_pdf for AI agents using Claude, Cursor, or another MCP client.
One cURL request saves a screenshot; replace the example URL with a product page. See the ScreenshotNeo API documentation for request options.
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Troubleshooting batch captures
- Navigation times out: The site may be slow, blocked, or waiting on resources. Confirm the URL opens in a normal browser, adjust the navigation timeout for that site, and consider waiting for a specific product element rather than assuming the entire page will settle.
- The screenshot is blank or incomplete: Check whether the page requires a later client-side render or lazy-loaded images. Wait for a meaningful selector, or scroll in controlled increments before capturing if the content loads only as it enters view.
- A dialog covers the product: Add a deliberate handler for the known dialog, or keep it visible if the capture should reflect the visitor experience. Unexpected overlays should not be dismissed by an unverified click.
- Files overwrite each other: Include an index or product identifier in filenames, especially when URLs differ only by query parameters.
- Some URLs fail while others succeed: The sample catches errors per page and continues the loop. Check each printed failure and the corresponding URL instead of treating a partial batch as fully successful.
Performance, reliability, and cost considerations
The sample uses one browser and processes URLs sequentially, which keeps the workflow simple and avoids creating a large number of simultaneous page loads. For larger batches, parallel browser contexts can reduce elapsed time but consume more memory and may trigger rate limits or bot defenses; scale concurrency cautiously and follow the sites’ access rules. No comparative speed benchmark is established for Playwright versus shot-scraper.
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A free scan shows the junk files, broken settings and background clutter dragging Windows down - then fixes them in one click.Free scan · Windows 10 & 11For repeatability, keep viewport dimensions, device scale, capture mode, and overlay policy fixed across runs. Record failed URLs separately and rerun them after fixing the cause. The DIY routes require you to run and maintain the browser environment; a hosted API shifts that browser setup to a service, but you should still check its response and billing status for each request.
Quick Recap
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