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What the script does
A Playwright Page navigates to a URL and can save a screenshot to a file. For a keyword list, prepare a corresponding list of result URLs, then repeat navigation and capture for each entry. This keeps URL construction separate from browser automation: the tutorial does not assume a provider-specific query format.
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The script uses one browser page sequentially. It creates an output folder, generates filenames that tolerate duplicate keywords and filesystem-invalid characters, and writes a JSONL metadata record for each capture. Adjust the URL values to match the search provider and parameters you are authorized to use.
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Install the Playwright package and its browser before running the script. The example uses the Chromium engine; keep the Playwright package and installed browser version consistent for comparisons.
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npm init -ynpm install playwrightnpx playwright install chromium
Run a keyword-list capture
Save this as capture-serps.js. Replace the sample URLs and keywords with your own prepared entries. It saves viewport screenshots as PNG by default.
const { chromium } = require('playwright');
const fs = require('node:fs/promises');
const path = require('node:path');
const jobs = [
{ keyword: 'example keyword', url: 'https://example.com/search?q=example' },
{ keyword: 'second keyword', url: 'https://example.com/search?q=second' },
];
const outputDir = path.resolve('serp-shots');
const metadataPath = path.join(outputDir, 'captures.jsonl');
const viewport = { width: 1365, height: 900 };
const locale = 'en-US';
function safeName(value) {
const cleaned = value
.normalize('NFKD')
.replace(/[\/:*?"<>|u0000-u001f]/g, '-')
.replace(/s+/g, '-')
.replace(/-+/g, '-')
.replace(/^-|-$/g, '')
.slice(0, 100);
return cleaned || 'keyword';
}
(async () => {
await fs.mkdir(outputDir, { recursive: true });
const browser = await chromium.launch({ headless: true });
const context = await browser.newContext({ viewport, locale });
const page = await context.newPage();
try {
for (const [index, job] of jobs.entries()) {
const response = await page.goto(job.url, {
waitUntil: 'domcontentloaded',
timeout: 45000,
});
const filename = `${String(index + 1).padStart(3, '0')}-${safeName(job.keyword)}.png`;
const screenshotPath = path.join(outputDir, filename);
await page.screenshot({ path: screenshotPath });
const record = {
keyword: job.keyword,
targetUrl: job.url,
finalUrl: page.url(),
status: response ? response.status() : null,
capturedAt: new Date().toISOString(),
browser: 'Chromium (Playwright-installed version)',
viewport,
locale,
screenshot: filename,
};
await fs.appendFile(metadataPath, `${JSON.stringify(record)}n`);
console.log(`Saved ${screenshotPath}`);
}
} finally {
await context.close();
await browser.close();
}
})().catch((error) => {
console.error(error);
process.exitCode = 1;
});Run it with node capture-serps.js. The numbered prefix ensures repeated or similarly sanitized terms still produce separate files. The metadata file preserves the original term and URL even when a filename has been cleaned.
Choose what part of the page to capture
Viewport: the initial visible results
page.screenshot({ path }) captures the currently visible viewport by default. This is usually the right choice when you want to compare the first screen a searcher would see under the configured browser conditions.
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Use await page.screenshot({ path, fullPage: true }) to capture the full scrollable page. The resulting image can be much taller, so use it when lower results or other below-the-fold elements matter rather than as a default for every capture.
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Element: isolate a results region
If the provider’s page structure is stable and you have a reliable selector, capture only that element:
await page.locator('main').screenshot({ path: screenshotPath });Replace main with an appropriate selector for the results region. A selector that is absent, ambiguous, or changed by the page can fail or capture the wrong content; inspect it against the actual page and use an explicit wait if it appears after navigation.
Buffer: pass image bytes to another step
Omit path to receive screenshot bytes instead of writing directly to disk:
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const imageBytes = await page.screenshot({ type: 'png' });You can then pass the buffer to a storage or image-processing step in your own program.
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Make repeated captures comparable
A screenshot is a snapshot of one rendering, not a universal view of a SERP. Search pages and browser rendering can vary with locale, browser state, time, device emulation, operating system, browser version, hardware, power source, and headless mode. Playwright specifically cautions that rendering environments affect visual comparisons. For useful comparisons, keep the capture environment consistent and record the conditions with each image.
- Pin the Playwright package and browser installation used for a comparison run.
- Set viewport dimensions and locale explicitly, as the script does.
- Choose context settings such as device scale factor or device emulation deliberately if they are relevant, and record them.
- Decide whether captures should share cookies and local storage or start in isolated contexts. A fresh browser context provides isolated browser storage.
- Record the original keyword, target and final URL, capture time, browser version, viewport, locale, and any device configuration.
Playwright browser contexts can contain multiple pages, and separate contexts isolate browser storage. A single page processed sequentially is the simplest batch. Multiple pages may increase throughput, but there is no universal concurrency level for SERP collection; any parallelism should respect the provider’s rules and be kept at a controlled level.
Choose sequential pages, parallel pages, or contexts
| Approach | Useful when | Trade-off |
|---|---|---|
| One page, sequential navigation | You want the simplest script and clear, ordered output. | Each item waits for the previous capture to finish. |
| Several pages in one context | You need independent tabs while sharing the same context state. | More concurrent work uses more resources and can increase request load. |
| Separate contexts | Captures need isolated cookies, local storage, or context configuration. | Contexts must be configured separately and consume additional resources. |
Wait for the page you need
The example uses waitUntil: 'domcontentloaded' to begin after the initial document is parsed. That does not guarantee that every image, dynamically rendered result, or late-loading component is ready. Choose a wait strategy based on what the screenshot must show rather than adding a long fixed delay blindly.
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await page.locator('main').waitFor({ state: 'visible', timeout: 15000 }). - If the content changes after initial load, wait for a page-specific, meaningful condition.
- Use a finite navigation timeout and handle failures per keyword if you want the rest of the batch to continue.
Use the Playwright CLI for one-off captures
The Playwright CLI can take viewport screenshots, full-page screenshots, element screenshots, and high-resolution captures, and supports image formats including PNG, JPEG, and WebP. It is useful for an interactive single capture. The documented CLI reference does not describe a dedicated keyword-list batch command, so a loop using the library API is the more direct basis for this workflow.
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Provider rules and what a screenshot establishes
Playwright’s browser automation documentation explains how to navigate and capture pages; it does not say whether a particular search provider permits automated querying, specify its rate limits, or determine the law applicable to your collection. Check the current provider terms and seek legal advice relevant to your circumstances where needed. Do not assume permission from the fact that a browser can load a URL.
Describe each image as a capture made under its recorded URL, time, locale, browser, and viewport conditions. It does not establish that another searcher, device, location, or session would receive identical results.
Troubleshooting
The browser executable is missing
If launch fails because a browser executable is unavailable, install the browser for the installed Playwright package with npx playwright install chromium. If package versions changed, rerun the install step so the expected browser is present.
Navigation times out or fails
Check that the URL is valid and reachable in the configured environment. The sample has a 45-second navigation timeout; increase it only if the page legitimately needs longer. A timeout does not mean the page is safe or permitted to retry automatically—check provider behavior and rules.
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The screenshot is blank or incomplete
Confirm that navigation reached the intended final URL and that the content is not rendered only after a later event. Wait for a meaningful locator or page condition. For a dynamic results region, a viewport capture taken too early can miss content even if the document loaded successfully.
An element selector fails
Inspect the live page for the correct selector and ensure the locator is visible before taking its screenshot. Page markup can vary or change; element capture depends on a selector that actually identifies the intended region.
Files overwrite one another
Keep the numeric index or add another stable differentiator such as locale or device label to the filename. Sanitization can cause different keyword strings to collapse to the same cleaned name, so do not rely on the sanitized term alone.
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Images differ between runs
Compare browser version, operating system, viewport, device scale, locale, context state, and headless configuration. Rendering can vary across those conditions; consistent settings improve comparison but do not make SERPs invariant.
Or skip the browser setup
ScreenshotNeo is a website screenshot API and MCP server for developers. Its one-request API can return a screenshot or PDF; it accepts the URL to capture and supports clean-shot handling before capture. The example below saves a WebP capture of one prepared result URL. See the ScreenshotNeo API documentation for parameters and response details.
Quick Recap
curl -G "https://api.screenshotneo.com/v1/shot" -d access_key=YOUR_API_KEY --data-urlencode url=https://example.com/search?q=example -o shot.webpScreenshotNeo removes known consent banners, newsletter popups, and chat widgets before the shot, and each of those steps can be turned off. Bot checks/CAPTCHAs, blank pages, timeouts, failed loads, and cache hits are not billed; response headers indicate the page verdict and billing status. Its MCP server provides screenshot and page-information tools for AI agents. The free plan includes 1,000 shots per month with no card; paid plans start at $5 for 3,000 shots. See ScreenshotNeo for the service details, or sign up for 1,000 free screenshots a month with no card.
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