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bright-data-best-practices

brightdata/skills

Reference documentation for building production-ready Bright Data integrations with best practices.

What is bright-data-best-practices?

This skill provides reference documentation for developers using coding assistants to implement web scraping, search, browser automation, and structured data extraction with Bright Data APIs. It covers Web Unlocker API, SERP API, Web Scraper API, and Browser API (Scraping Browser), including authentication patterns, endpoint usage, and parameter reference.

  • Web Unlocker API for HTTP-based scraping with bot detection bypass
  • SERP API for structured search engine result extraction from Google, Bing, Yandex, and DuckDuckGo
  • Web Scraper API with pre-built scrapers for 100+ platforms (Amazon, LinkedIn, Instagram, TikTok, etc.)
  • Browser API for full browser automation including clicking, scrolling, form filling, and JavaScript execution
  • CLI setup reference for authentication and troubleshooting with the bdata command
  • Guidance on choosing the right API for specific use cases

How to install bright-data-best-practices

npx skills add https://github.com/brightdata/skills --skill bright-data-best-practices
Prerequisites
  • Bright Data account with API key from Control Panel > Account Settings
  • Zone names configured for Web Unlocker, SERP API, or Browser API
  • Environment variables set (BRIGHTDATA_API_KEY, BRIGHTDATA_UNLOCKER_ZONE, etc.) or bdata CLI authenticated via bdata login
  • Python requests library or equivalent HTTP client for REST API calls
Claude Code
Cursor
Windsurf
Cline

How to use bright-data-best-practices

  1. 1.Consult references/cli-setup.md before any task using the bdata CLI
  2. 2.Choose the appropriate API based on your use case using the decision table provided
  3. 3.Set up authentication via environment variables or bdata login
  4. 4.Construct requests using the endpoint URLs and parameter reference for your chosen API
  5. 5.For Web Unlocker: POST to https://api.brightdata.com/request with zone, url, and format parameters
  6. 6.For SERP API: POST to https://api.brightdata.com/request with search parameters and brd_json=1 for structured output
  7. 7.For Web Scraper API: POST to https://api.brightdata.com/datasets/v3/scrape with dataset_id and input URLs
  8. 8.For async operations: Submit requests with async parameter and poll using response_id or snapshot_id

Use cases

Good for
  • Extract product data from e-commerce sites using Web Unlocker or Web Scraper API
  • Collect search results and rankings from Google, Bing, or other search engines via SERP API
  • Automate form submission and data collection from sites requiring user interaction via Browser API
  • Build bulk data pipelines using async endpoints for large-scale scraping operations
  • Geo-target requests to specific countries for localized data extraction
Who it's for
  • Backend developers building web scraping integrations
  • Data engineers implementing large-scale data extraction pipelines
  • AI/ML engineers using coding assistants (Claude Code, Cursor) for rapid development
  • DevOps engineers setting up and maintaining Bright Data CLI authentication

bright-data-best-practices FAQ

Which API should I use for a simple webpage scrape?

Use Web Unlocker API for simple page fetches without browser interaction. It's HTTP-based, automatically bypasses bot detection, and is the cheapest option. Only use Browser API if you need to click, scroll, fill forms, or run JavaScript.

How do I paginate through search results with SERP API?

Use the start parameter to set pagination offset (start=10 for page 2, start=20 for page 3). The num parameter is deprecated as of September 2025. For Bing, increment the first parameter by 10 (1, 11, 21, etc.).

Are async retrieve calls for SERP API billed?

No. You only pay per 1,000 successful requests. Async retrieve calls using the response_id are not billed.

Can I use Web Unlocker with Puppeteer, Playwright, or Selenium?

No. Never use Web Unlocker with Puppeteer, Playwright, Selenium, or anti-detect browsers. Use the Browser API instead for browser automation.

What's the difference between sync and async endpoints for Web Scraper API?

Sync endpoint (/scrape) handles up to 20 URLs and returns results immediately. Async endpoint (/trigger) is for larger jobs and returns a snapshot_id to poll for completion.

Full instructions (SKILL.md)

Source of truth, from brightdata/skills.


name: bright-data-best-practices description: "Build production-ready Bright Data integrations with best practices baked in. Reference documentation for developers using coding assistants (Claude Code, Cursor, etc.) to implement web scraping, search, browser automation, and structured data extraction. Covers Web Unlocker API, SERP API, Web Scraper API, and Browser API (Scraping Browser)." user-invocable: false

CLI Setup Reference

Install, authentication, and troubleshooting for the Bright Data CLI (bdata) are documented in a single canonical place:

references/cli-setup.md

Consult it before any task that shells out to bdata.

Bright Data APIs

Bright Data provides infrastructure for web data extraction at scale. Four primary APIs cover different use cases — always pick the most specific tool for the job.

Choosing the Right API

Use CaseAPIWhy
Scrape any webpage by URL (no interaction)Web UnlockerHTTP-based, auto-bypasses bot detection, cheapest
Google / Bing / Yandex search resultsSERP APISpecialized for SERP extraction, returns structured data
Structured data from Amazon, LinkedIn, Instagram, TikTok, etc.Web Scraper APIPre-built scrapers, no parsing needed
Click, scroll, fill forms, run JS, intercept XHRBrowser APIFull browser automation
Puppeteer / Playwright / Selenium automationBrowser APIConnects via CDP/WebDriver
Route your own HTTP client through a raw proxy (DC/ISP/Residential/Mobile)Proxy networksWhen you need direct proxy access with your own request logic instead of a managed API — see the proxy.md skill

Authentication Pattern (All APIs)

All APIs share the same authentication model. The env vars below apply to direct REST API integrations — if you are using the bdata CLI, bdata login handles all of these automatically (see references/cli-setup.md).

export BRIGHTDATA_API_KEY="your-api-key"         # From Control Panel > Account Settings
export BRIGHTDATA_UNLOCKER_ZONE="zone-name"       # Web Unlocker zone name
export BRIGHTDATA_SERP_ZONE="serp-zone-name"      # SERP API zone name
export BROWSER_AUTH="brd-customer-ID-zone-NAME:PASSWORD"  # Browser API credentials

REST API authentication header for Web Unlocker and SERP API:

Authorization: Bearer YOUR_API_KEY

Web Unlocker API

HTTP-based scraping proxy. Best for simple page fetches without browser interaction.

Endpoint: POST https://api.brightdata.com/request

import requests

response = requests.post(
    "https://api.brightdata.com/request",
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={
        "zone": "YOUR_ZONE_NAME",
        "url": "https://example.com/product/123",
        "format": "raw"
    }
)
html = response.text

Key Parameters

ParameterTypeDescription
zonestringZone name (required)
urlstringTarget URL with http:// or https:// (required)
formatstring"raw" (HTML) or "json" (structured wrapper) (required)
methodstringHTTP verb, default "GET"
countrystring2-letter ISO for geo-targeting (e.g., "us", "de")
data_formatstringTransform: "markdown" or "screenshot"
asyncbooleantrue for async mode

Quick Patterns

# Get markdown (best for LLM input)
response = requests.post(
    "https://api.brightdata.com/request",
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"zone": ZONE, "url": url, "format": "raw", "data_format": "markdown"}
)

# Geo-targeted request
json={"zone": ZONE, "url": url, "format": "raw", "country": "de"}

# Screenshot for debugging
json={"zone": ZONE, "url": url, "format": "raw", "data_format": "screenshot"}

# Async for bulk processing
json={"zone": ZONE, "url": url, "format": "raw", "async": True}

Critical rule: Never use Web Unlocker with Puppeteer, Playwright, Selenium, or anti-detect browsers. Use Browser API instead.

See references/web-unlocker.md for complete reference including proxy interface, special headers, async flow, features, and billing.


SERP API

Structured search engine result extraction for Google, Bing, Yandex, DuckDuckGo.

Endpoint: POST https://api.brightdata.com/request (same as Web Unlocker)

response = requests.post(
    "https://api.brightdata.com/request",
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={
        "zone": "YOUR_SERP_ZONE",
        "url": "https://www.google.com/search?q=python+web+scraping&brd_json=1&gl=us&hl=en",
        "format": "raw"
    }
)
data = response.json()
for result in data.get("organic", []):
    print(result["rank"], result["title"], result["link"])

Essential Google URL Parameters

ParameterDescriptionExample
qSearch queryq=python+web+scraping
brd_jsonParsed JSON outputbrd_json=1 (always use for data pipelines)
glCountry for searchgl=us
hlLanguagehl=en
startPagination offsetstart=10 (page 2), start=20 (page 3)
tbmSearch typetbm=nws (news), tbm=isch (images), tbm=vid (videos)
brd_mobileDevicebrd_mobile=1 (mobile), brd_mobile=ios
brd_browserBrowserbrd_browser=chrome
brd_ai_overviewTrigger AI Overviewbrd_ai_overview=2
uuleEncoded geo locationfor precise location targeting

Note: num parameter is deprecated as of September 2025. Use start for pagination.

Parsed JSON Response Structure

{
  "organic": [{"rank": 1, "global_rank": 1, "title": "...", "link": "...", "description": "..."}],
  "paid": [],
  "people_also_ask": [],
  "knowledge_graph": {},
  "related_searches": [],
  "general": {"results_cnt": 1240000000, "query": "..."}
}

Bing Key Parameters

ParameterDescription
qSearch query
setLangLanguage (prefer 4-letter: en-US)
ccCountry code
firstPagination (increment by 10: 1, 11, 21...)
safesearchoff, moderate, strict
brd_mobileDevice type

Async for Bulk SERP

# Submit
response = requests.post(
    "https://api.brightdata.com/request",
    params={"async": "1"},
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"zone": SERP_ZONE, "url": "https://www.google.com/search?q=test&brd_json=1", "format": "raw"}
)
response_id = response.headers.get("x-response-id")

# Retrieve (retrieve calls are NOT billed)
result = requests.get(
    "https://api.brightdata.com/serp/get_result",
    params={"response_id": response_id},
    headers={"Authorization": f"Bearer {API_KEY}"}
)

Billing: Pay per 1,000 successful requests only. Async retrieve calls are not billed.

See references/serp-api.md for complete reference including Maps, Trends, Reviews, Lens, Hotels, Flights parameters.


Web Scraper API

Pre-built scrapers for structured data extraction from 100+ platforms. No parsing logic needed.

Sync Endpoint: POST https://api.brightdata.com/datasets/v3/scrape Async Endpoint: POST https://api.brightdata.com/datasets/v3/trigger

# Sync (up to 20 URLs, returns immediately)
response = requests.post(
    "https://api.brightdata.com/datasets/v3/scrape",
    params={"dataset_id": "YOUR_DATASET_ID", "format": "json"},
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"input": [{"url": "https://www.amazon.com/dp/B09X7M8TBQ"}]}
)

if response.status_code == 200:
    data = response.json()  # Results ready
elif response.status_code == 202:
    snapshot_id = response.json()["snapshot_id"]  # Poll for completion

Parameters

ParameterTypeDescription
dataset_idstringScraper identifier from the Scraper Library (required)
formatstringjson (default), ndjson, jsonl, csv
custom_output_fieldsstringPipe-separated fields: url|title|price
include_errorsbooleanInclude error info in results

Request Body

{
  "input": [
    { "url": "https://www.amazon.com/dp/B09X7M8TBQ" },
    { "url": "https://www.amazon.com/dp/B0B7CTCPKN" }
  ]
}

Poll for Async Results

import time

# Trigger
snapshot_id = requests.post(
    "https://api.brightdata.com/datasets/v3/trigger",
    params={"dataset_id": DATASET_ID, "format": "json"},
    headers={"Authorization": f"Bearer {API_KEY}"},
    json={"input": [{"url": u} for u in urls]}
).json()["snapshot_id"]

# Poll
while True:
    status = requests.get(
        f"https://api.brightdata.com/datasets/v3/progress/{snapshot_id}",
        headers={"Authorization": f"Bearer {API_KEY}"}
    ).json()["status"]

    if status == "ready": break
    if status == "failed": raise Exception("Job failed")
    time.sleep(10)

# Download
data = requests.get(
    f"https://api.brightdata.com/datasets/v3/snapshot/{snapshot_id}",
    params={"format": "json"},
    headers={"Authorization": f"Bearer {API_KEY}"}
).json()

Progress status values: startingrunningready | failed Data retention: 30 days. Billing: Per delivered record. Invalid input URLs that fail are still billable.

See references/web-scraper-api.md for complete reference including scraper types, output formats, delivery options, and billing details.


Browser API (Scraping Browser)

Full browser automation via CDP/WebDriver. Handles CAPTCHA, fingerprinting, and anti-bot detection automatically.

Connection:

  • Playwright/Puppeteer: wss://${AUTH}@brd.superproxy.io:9222
  • Selenium: https://${AUTH}@brd.superproxy.io:9515
const { chromium } = require("playwright-core");

const AUTH = process.env.BROWSER_AUTH;
const browser = await chromium.connectOverCDP(`wss://${AUTH}@brd.superproxy.io:9222`);
const page = await browser.newPage();
page.setDefaultNavigationTimeout(120000); // Always set to 2 minutes

await page.goto("https://example.com", { waitUntil: "domcontentloaded" });
const html = await page.content();
await browser.close();
from playwright.async_api import async_playwright

async with async_playwright() as p:
    browser = await p.chromium.connect_over_cdp(f"wss://{AUTH}@brd.superproxy.io:9222")
    page = await browser.new_page()
    page.set_default_navigation_timeout(120000)
    await page.goto("https://example.com", wait_until="domcontentloaded")
    html = await page.content()
    await browser.close()

Custom CDP Functions

FunctionPurpose
Captcha.solveManually trigger CAPTCHA solving
Captcha.setAutoSolveEnable/disable auto CAPTCHA solving
Proxy.setLocationSet precise geo location (call BEFORE goto)
Proxy.useSessionMaintain same IP across sessions
Emulation.setDeviceApply device profile (iPhone 14, etc.)
Emulation.getSupportedDevicesList available device profiles
Unblocker.enableAdBlockBlock ads to save bandwidth
Unblocker.disableAdBlockRe-enable ads
Input.typeFast text input for bulk form filling
Browser.addCertificateInstall client SSL cert for session
Page.inspectGet DevTools debug URL for live session
// CDP session pattern for custom functions
const client = await page.target().createCDPSession();

// CAPTCHA solve with timeout
const result = await client.send("Captcha.solve", { timeout: 30000 });

// Precise geo location (must be before goto)
await client.send("Proxy.setLocation", {
  latitude: 37.7749,
  longitude: -122.4194,
  distance: 10,
  strict: true
});

// Block unnecessary resources
await client.send("Network.setBlockedURLs", { urls: ["*google-analytics*", "*.ads.*"] });

// Device emulation
await client.send("Emulation.setDevice", { deviceName: "iPhone 14" });

Session Rules

  • One initial navigation per session — new URL = new session
  • Idle timeout: 5 minutes
  • Max duration: 30 minutes

Geolocation

  • Country-level: append -country-us to credentials username
  • EU-wide: append -country-eu (routes through 29+ European countries)
  • Precise: use Proxy.setLocation CDP command (before navigation)

Error Codes

CodeIssueFix
407Wrong portPlaywright/Puppeteer → 9222, Selenium → 9515
403Bad authCheck credentials format and zone type
503Service scalingWait 1 minute, reconnect

Billing: Traffic-based only. Block images/CSS/fonts to reduce costs.

See references/browser-api.md for complete reference including all CDP functions, bandwidth optimization, CAPTCHA patterns, and debugging.


Detailed References

  • references/web-unlocker.md — Web Unlocker: full parameter list, proxy interface, special headers, async flow, features, billing, anti-patterns
  • references/serp-api.md — SERP API: all Google params (Maps, Trends, Reviews, Lens, Hotels, Flights), Bing params, parsed JSON structure, async, billing
  • references/web-scraper-api.md — Web Scraper API: sync vs async, all parameters, polling, scraper types, output formats, billing
  • references/browser-api.md — Browser API: connection strings, session rules, all CDP functions, geo-targeting, bandwidth optimization, CAPTCHA, debugging, error codes

Related Skills

  • brightdata-proxy — For routing requests through Bright Data's raw proxy networks (Datacenter, ISP, Residential, Mobile) with your own HTTP client instead of a managed API. Covers network/IP-pool selection, the brd-customer-... username format, targeting & sticky-session params, SSL CA setup for Residential/Mobile, and integrations for cURL, Python (requests/httpx/aiohttp/Scrapy), Node (fetch/axios), Playwright, Puppeteer, and Selenium. Hand off to it whenever the task is raw proxy access rather than Web Unlocker / SERP / Web Scraper / Browser API. Escalation order when proxies hit consistent blocks: raw proxy → Web Unlocker → Browser API → Web Scraper API.