Repository navigation
offline geoip timezone proxy
The wrapper resolves the browser timezone offline: it reads the proxy exit IP once, over the proxy it was already using, and maps that IP to an IANA timezone against a locally cached geolocation database, with no per-launch call to a geolocation service. That keeps the browser's timezone in agreement with its exit without adding a request a real browser never makes.
The problem this solves is a simple one. If your browser reports a timezone that does not match the country its traffic comes out of, that disagreement is a cheap, decisive flag. The obvious fix is to look up the exit IP against a geolocation service at launch and set the timezone to whatever it returns. That fix quietly creates a second problem: the lookup itself is a request that does not look like browsing.
This page is about resolving the zone from the exit without phoning a geolocation API on every launch, why that matters, and the failure behaviour that decides whether a bad lookup breaks your run or silently ships a mismatch.
A real browser, on a real machine, does not contact a geolocation endpoint before it loads a page. Its timezone is already set, by the operating system, from a value the user configured once. So a session that fires an outbound request to a public "what is my location" service at the exact moment it starts is doing something no ordinary browser does, and it is doing it from the same address it is about to browse from.
That request is visible. If it goes out over the same proxy, it lands in the exit's logs next to your real traffic, at a predictable moment, to a category of host that free scripts use and people do not. If it goes out over the host network instead, it defeats the whole point: it reads the host's public IP, not the exit's, so the timezone you set is the timezone of the wrong location.
The development harness for this project did exactly the first thing for a long time: it called an online geolocation API on every launch to resolve the zone. That is fine for a harness. It is not something you want in front of a real session, and the shipped wrapper does not do it.
The wrapper resolves the zone offline. The only network step it needs is one it was going to make anyway: reading the exit IP, over the proxy, so it knows which address the session actually presents. That IP is then mapped to an IANA timezone using a geolocation database kept in a local cache, with no call to any geolocation API.
The result is that a session behind a proxy comes up with a timezone that agrees with its exit, and the only thing an observer at the exit sees is the browsing itself. The zone is derived, not announced.
Two behaviours make this practical rather than fragile, and they are the rest of this page: the database keeps itself current without a per-launch API call, and a failed resolution degrades in a direction that does not silently ship a timezone that disagrees with the proxy.
The whole mechanism sits behind the default. timezone="auto" is not an opt-in; it is
what you get if you say nothing, and it resolves from the proxy exit when a proxy is set.
from invisible_playwright import InvisiblePlaywright
proxy = {
"server": "socks5://gate.example.com:1080",
"username": "u",
"password": "p",
}
# timezone defaults to "auto": the zone is derived from the proxy exit,
# offline, with no per-launch call to a geolocation service.
with InvisiblePlaywright(seed=42, proxy=proxy) as browser:
page = browser.new_page()
page.goto("https://example.com")
tz = page.evaluate("Intl.DateTimeFormat().resolvedOptions().timeZone")
print("browser timezone:", tz) # e.g. America/Chicago for a US exitThe browser object is a real Playwright Browser,
so every method works as documented upstream. Nothing about the timezone path changes the
API surface.
If you already know the zone you want, pass an explicit IANA identifier and the resolution step is skipped entirely. This is the right choice when the exit is fixed and you would rather not spend even the one IP-reading request on it:
with InvisiblePlaywright(seed=42, proxy=proxy, timezone="America/Chicago") as browser:
page = browser.new_page()
page.goto("https://example.com")An explicit IANA string is the only way to override the derived value. Everything else, including the empty string, means "resolve from the exit". The full set of accepted values is in Configuration.
The offline database stays current without an API call. On each launch the wrapper makes one cheap, unmetered check against a permalink that always points at the newest published build, and downloads only when the local copy is behind. There is no metered version check and no fixed multi-day recheck window.
An offline database has an obvious failure mode: it goes stale, IP ranges get reassigned, and eventually the exit maps to the wrong country. The naive fix is a version check against a package index or a release API on every launch, which puts a metered request back into the launch path and, on a busy host, can hit a rate limit.
The wrapper avoids the metered request. On each launch it makes one cheap, unmetered check against a permalink that always points at the newest published build of the database. That check is a lightweight HEAD whose redirect carries the current version in its target, so a single response tells the wrapper whether the local copy is behind, with no API call and no rate limit to hit. Only when the permalink names a newer build than the cache does it download; otherwise it uses what it has. Old versions are pruned so the cache does not grow.
The upstream database is rebuilt on its own weekly cadence. The per-launch check is not a weekly timer on our side: it runs every launch and simply does nothing on the common path where the cache is already current. That is deliberate. A timer that only rechecks every N days is a window in which a freshly published fix does not reach you, and the HEAD is cheap enough that there is no reason to open that window.
When resolution fails, the launch fails, with a proxy or without one. The interesting part of any resolution step is what it does when it cannot resolve, so both cases are set out below.
| Situation | On a failed resolution | Why |
|---|---|---|
| Proxy set | Fails early at launch | A foreign exit paired with the host timezone is a mismatch worth stopping for |
| No proxy | Fails early at launch | The host's timezone can disagree with the host's own address, which is why it is resolved at all |
With a proxy, a failed resolution fails early. The reason is precise: if resolution
fell back to the host's own timezone while the traffic exits through a foreign proxy, the
session would come up with exactly the browser-versus-exit mismatch this whole path exists
to prevent, and it would do so silently. A foreign exit paired with the host timezone is a
timezone_mismatch waiting to be scored, so the wrapper refuses rather than ship it. You
find out at launch, not from a block three requests later.
Without a proxy, the session presents the host's own address, and the timezone is still resolved from that address rather than read from the host. The reason is the case this section used to wave through: a server kept in UTC whose public address is in another country. Until invisible-core 47.41.0 a failed resolution here fell back to the host timezone and the session went on, which handed exactly that server a timezone contradicting its own IP, with nothing said. Now it fails at launch and names the cause. To launch with no network at all, pass an explicit IANA zone, which asks the network nothing.
So the rule is a single one: a resolution that cannot be honoured is an error, never a quiet guess. This matters most when you rotate proxies across sessions or run a different exit per browser context, because each new exit is a fresh resolution, and each one either agrees with its browser or refuses to start.
The claim worth checking is not "the timezone is set" but "the timezone was set without an
online geolocation call". You can confirm both from inside the session, using two standard
browser APIs: Intl.DateTimeFormat().resolvedOptions()
for the zone, and Date.prototype.getTimezoneOffset()
for the offset it must agree with.
from invisible_playwright import InvisiblePlaywright
proxy = {"server": "socks5://gate.example.com:1080", "username": "u", "password": "p"}
with InvisiblePlaywright(seed=7, proxy=proxy) as browser:
page = browser.new_page()
# 1. The zone the page sees, derived from the exit:
page.goto("https://example.com")
tz = page.evaluate("Intl.DateTimeFormat().resolvedOptions().timeZone")
# 2. The offset a script would read, which must agree with the zone:
offset = page.evaluate("new Date().getTimezoneOffset()")
print("zone:", tz, "offset(min):", offset)For the second half of the claim, watch the process's own outbound connections at launch with whatever packet or connection tool you already use. Behind a proxy you will see the session's traffic and a single request to read the exit IP; you will not see a request to a public geolocation host on every launch, because the IP-to-zone mapping happens against the local database. That absence is the point. The dev harness produced one such call per launch; the shipped wrapper produces none.
Because every field is seed-derived, seed=7 gives the same identity each run, so you can
repeat the measurement and compare it against a stock browser on the same exit. The zone
should match the exit's country and the offset should match the zone. A session that comes
up with the host zone behind a foreign exit is the failure this path is built to turn into a
launch-time error instead of a silent tell. For everything else that has to line up once the
exit and the browser tell the same story, see
the WebRTC surface behind a proxy.
Matching the browser timezone to the proxy exit is table stakes. Doing it without adding a
per-launch request to a geolocation service is the part that keeps the fix from creating a
new tell, because that request is something a real browser never makes and an exit operator
can see. Deriving the zone from an exit IP the session was already going to read, mapping it
against a local database that keeps itself current with an unmetered check, and failing early
only when a quiet fallback would ship a mismatch, is how the shipped wrapper does it, and all
of it lives behind the default timezone="auto".
How do I set the Playwright timezone to match my proxy? You do not have to. Leave the
default timezone="auto" and the zone is derived from the proxy exit at launch. Pass an
explicit IANA identifier only when you want to override that.
Does resolving the timezone call an online geolocation API? No. It reads the exit IP once, over the proxy, and maps it against a local database. There is no per-launch call to a geolocation service.
Will my session break if the timezone lookup fails? Yes, on purpose, with a proxy or without one: a timezone that contradicts the exit is a mismatch worth stopping for, and the host's own timezone can contradict the host's own address. Pass an explicit IANA zone to launch without the lookup.
How does the offline database stay current? Each launch makes one cheap, unmetered check against a permalink to the newest build and downloads only when the cache is behind. There is no metered API call and no fixed multi-day recheck window.
What if the machine is offline? A cached database is reused, so a launch that cannot reach the update permalink still resolves from the last copy it downloaded. Only a cold cache with no network leaves the zone unresolved.
Why not just set the timezone to my own machine's? Because behind a proxy your machine and your exit are in different places, and a browser whose timezone is the host's while its traffic leaves a foreign exit is the exact disagreement detectors look for.
- This project's runtime geolocation path, which resolves
timezone="auto"from the proxy exit against a locally cached database, and the fail-early-with-a-proxy behaviour described above. - The development harness's earlier online-lookup approach, kept for the harness and deliberately not shipped in the wrapper.
- IANA, Time Zone Database, retrieved 2026-08-28
- MDN, Intl.DateTimeFormat.prototype.resolvedOptions(), retrieved 2026-08-28
- MDN, Date.prototype.getTimezoneOffset(), retrieved 2026-08-28
See also: when the timezone does not match the proxy for everything that has to agree, and rotating proxies across sessions where each new exit is a fresh resolution.
Written while maintaining invisible_playwright, a Firefox patched at the C++ level driven by stock Playwright. The offline path exists because the online one, convenient in a harness, is a request a real browser never makes.
Documentation
- Installation
- Quickstart
- Configuration
- Pinning fingerprint fields
- CLI reference
- Differences from Playwright
Guides
-
Browser Identity
- navigator.webdriver is not the tell you think it is
- hardwareConcurrency, deviceMemory and storage quota
- Screen size and viewport tells in headless browsers
- Playwright headless vs headed: what detectors see
- Playwright User Agent: Why You Should Not Set It
- Client Hints and Sec-Fetch: headers that must agree
- Codec fingerprinting: canPlayType and MediaCapabilities
- Permissions API: the two answers that must agree
- CSS fingerprinting: what media queries reveal
- What privacy.resistFingerprinting actually does
- speechSynthesis.getVoices() returns an empty array
- Browser extensions are a fingerprint surface
- BFCache and pageshow.persisted under browser automation
- Service workers, storage partitioning and automation
- Web Workers: where page-level fingerprint patches fail
- fake-useragent is archived: what changes and what doesn't
- navigator.buildID and the stale build date tell
- navigator.maxTouchPoints and pointer consistency
- navigator.platform and oscpu on a spoofed OS
- navigator.vendor and productSub: the Firefox tells
- Accept-Language header vs navigator.languages
- window.devicePixelRatio: the pref that spoofs it
- Can you be fingerprinted in incognito mode?
- Is changing the user agent enough to avoid detection?
- Can a website tell you are running on a server?
- Can two devices share a browser fingerprint?
- Does clearing cookies stop fingerprint tracking?
- Color-gamut and HDR media queries as a fingerprint
- Battery API fingerprint: does Firefox expose it?
- Is navigator.connection a fingerprint in Firefox?
- Can the Gamepad API fingerprint or detect a bot?
- Do accelerometer and gyroscope APIs leak on desktop?
- prefers-reduced-motion and other OS-setting tells
- Does storage quota estimate reveal disk size?
- Can scrollbar width reveal my operating system?
-
Canvas, WebGL, Fonts and Audio
- Canvas fingerprint noise: why per-call randomising fails
- Firefox WebGL renderer strings: what ANGLE reports
- WebGL parameters: the numbers are the same on every GPU
- Your renderer string says NVIDIA. Your pixels say software.
- Why headless browsers render different fonts
- How to make Linux and macOS report real Windows fonts
- measureText and TextMetrics as a fingerprinting surface
- AudioContext fingerprinting, and why adding noise backfired
- Canvas and WebGL fingerprints across OSes
- Emoji fingerprinting: why emoji look the same on any OS
- Detecting installed fonts in JavaScript by width
- WebGL shader precision as a fingerprint surface
- AudioContext sampleRate and latency as a fingerprint
- Is WebGPU a browser fingerprint?
- Why the same canvas draws differently on Windows and Linux
-
Network, Proxy and WebRTC
- WebRTC leak with a proxy in Playwright and Selenium
- WebRTC ICE candidate spoofing: the fields that give it away
- Playwright proxy in Python: per-context, and what leaks
- Playwright proxy not working? SOCKS5 auth in Python
- Playwright timezone does not match the proxy IP
- JA3 and JA4: why a TLS fingerprint cannot be patched
- Playwright in Docker: it runs, and still gets blocked
- Web scraping keeps getting blocked with good proxies
- Python web scraping blocked? The TLS fingerprint reason
- SOCKS5 vs HTTP proxy: what each does in the browser
- WebRTC IPv6 leak: why a proxy does not stop it
- HTTP/2 fingerprint: the layer above the TLS handshake
- TLS fingerprint vs User-Agent: the contradiction
- WebRTC has no ICE candidates behind a proxy
- WebRTC IP that matches the proxy exit, by design
- How to check if a proxy leaks your real IP
- about:webrtc: read your real ICE candidates
- Offline timezone resolution from a proxy exit IP
- Residential vs datacenter vs mobile proxies explained
- Sticky vs rotating proxy sessions: which to use
- Does a proxy leak DNS? DoH and DNS leaks explained
- HTTP/3 and QUIC fingerprint: what a site sees
- What is ASN and IP reputation in bot detection?
- What does a mobile carrier IP look like to a site?
- IPv6 vs IPv4: which does your proxy expose?
- Geolocation API vs IP location: keep them consistent
- Does chaining two proxies help avoid detection?
- ERR_HTTP2_PROTOCOL_ERROR in Playwright: causes and how to diagnose it
- ERR_TUNNEL_CONNECTION_FAILED in Playwright: what it means and how to fix it
- ERR_SOCKS_CONNECTION_FAILED in Playwright: what it means and how to fix it
- net::ERR_CONNECTION_RESET in Playwright
- net::ERR_PROXY_CONNECTION_FAILED in Playwright
- net::ERR_ABORTED in Playwright
- net::ERR_NAME_NOT_RESOLVED in Playwright
- net::ERR_CERT_AUTHORITY_INVALID in Playwright
- net::ERR_EMPTY_RESPONSE in Playwright
- net::ERR_CONNECTION_REFUSED in Playwright
- net::ERR_INVALID_AUTH_CREDENTIALS in Playwright
- JA4H: The HTTP-Header-Order Fingerprint, Explained
- How to check a proxy's status before you rely on it
-
The Automation Layer
- Function.prototype.toString and the [native code] check
- The ChromeDriver
cdc_variable, and why renaming it fails - Why an attached debugger makes automation detectable
- Execution context was destroyed, and when it means detection
- Human-like mouse movement: Bezier curves are the easy part
- Why a Playwright upgrade broke 97 of 133 tests overnight
- Playwright persistent profile: what it fixes and breaks
- Why humanized mouse movement can fail on hover()
- Why content_frame() returns None for a cross-origin iframe
- Orphaned Firefox processes on Windows: the killed-runner leak
- Firefox launches but Playwright can't drive it: packaging gap
- Why automating login is riskier than reusing a session
- Playwright new_page vs new_context: the viewport tell
- Playwright dialog and popup handling without a tell
- Playwright download files with Firefox and the tell
- Playwright connect_over_cdp does not work with Firefox
- Playwright mobile emulation on Firefox and isMobile
- Playwright isTrusted: are automated clicks real?
- Playwright set_input_files uploads and the tell
- Can websites detect Playwright? What is actually visible
- Does Playwright Set navigator.webdriver to True?
- Does Playwright Leave Traces a Website Can See?
- Does Playwright Change My Browser Fingerprint?
- Can I Use My Real Browser Profile With Playwright?
- Does Playwright Support Firefox Stealth?
- Is Playwright Firefox Harder to Detect Than Chromium?
- Does Playwright Get Detected on the First Request?
- Why Playwright's bundled Firefox is easy to detect
- ghost-cursor human mouse paths with Playwright
- Stock Playwright, patched Firefox: how they connect
- Intercept and mock network requests with page.route
- Record and replay HTTP traffic with HAR in Playwright
- Record a Playwright trace to debug a failed scrape
- Record a video of a Playwright browser session
- Save and reuse login with storage_state in Playwright
- Read and set cookies in a Playwright context
- Set geolocation and permissions per Playwright context
- Handle HTTP basic auth in Playwright (http_credentials)
- Isolate identities with a browser context per session
- Drag and drop elements in Playwright with drag_to
- When to use an HTTP client vs a real browser
- Migrating from requests + BeautifulSoup to a browser
- Playwright 1.61's WebAuthn Virtual Authenticator
- Playwright 1.62: Headless No Longer Shares the OS Clipboard
- Closed shadow roots: what Playwright cannot see
- Running Playwright Firefox on ARM64 Linux
- What is headless browser automation, and what differs
- Python browser automation without Selenium: the options
- Is Python good for automation? Yes, and here is why
-
AI Agents and Frameworks
- AI browser agents and stealth: what fits and what does not
- browser-use gets detected: what you can and cannot change
- crawl4ai stealth mode and custom browser engines
- Give a LangChain agent an invisible_playwright browser
- Feed invisible_playwright pages into a RAG index
- Computer-use agents and browser fingerprint detection
- Give an MCP browser server a stealth Firefox engine
- Give each AI agent a reproducible browser identity
- Run parallel browser agents with distinct fingerprints
- Why AI browser agents have their own timing signal
- Running an AI browser agent headless on a server
- Give a browser agent a persistent logged-in session
- smolagents: hand the agent an invisible_playwright tool
- Stagehand and stealth: why a Firefox engine won't drop in
- DOM-reading vs screenshot agents: which stealth helps
- Back a computer-use agent with a real browser engine
- AI agent retry loops trip rate limits, not fingerprints
- Playwright 1.62 Ships MCP In the Box
-
Detectors, Explained
- What bot.sannysoft.com actually checks, row by row
- How CreepJS decides you are lying
- What BotD actually detects, and what it does not
- Why a FingerprintJS visitor ID changes
- reCAPTCHA v3 score: why a fresh browser scores badly
- BrowserLeaks canvas and WebGL hash, explained
- What BrowserLeaks actually tests, surface by surface
- Browser trust scores explained: what the number means
- How do websites detect bots?
- What is a browser fingerprint?
- What data does a website collect about your browser?
- Does a VPN stop browser fingerprinting?
- Do websites know you are using a script?
- How accurate is browser fingerprinting?
- Can a website detect a virtual machine?
- Can websites detect a datacenter or proxy IP?
- getClientRects fingerprinting: subpixel geometry as ID
- Notification.permission as a bot-detection signal
- speechSynthesis voices as a cross-platform fingerprint
- Can a website detect typing by keystroke timing?
- Can a website detect Clipboard API access?
- What are mouse-dynamics behavioural biometrics?
- How Cloudflare Turnstile actually works
- How DataDome's bot detection actually works
- How Kasada's bot detection actually works
- PerimeterX (now HUMAN Bot Defender): what the sensor actually checks
- How Akamai Bot Manager actually works
- Imperva (Incapsula), Explained
- F5 Distributed Cloud Bot Defense (Shape), Explained
- Fastly Bot Management, Explained
- reCAPTCHA Enterprise vs reCAPTCHA v3
- Arkose Labs (FunCaptcha), Explained
- AWS WAF Bot Control, Explained
- Anubis: The Proof-of-Work Firewall, Explained
- Cloudflare's AI Labyrinth, Explained
- Beyond robots.txt: How Sites Actually Block AI Crawlers Now
- Vercel Bot Protection (BotID), Explained
- GeeTest v4 (Slide/Click Captcha), Explained
- Honeypot Fields and Hidden Links: How Sites Trap Scrapers
- Private Access Tokens (Privacy Pass), Explained
- hCaptcha, Explained
- hCaptcha Enterprise vs Standard
- Cloudflare Bot Management, Explained
- Queue-it virtual waiting rooms, explained for automation
-
Testing and Troubleshooting
- How to test bot detection without a false pass
- Playwright detected as a bot: the checklist to fix it
- Firefox preferences that silently do nothing
- Slow browser launch: a per-request timeout is not a budget
- Playwright screenshot returns noise: readback fix
- Canvas fingerprint changes every run: use a seed
- Playwright TargetClosedError: the causes and the fixes
- Why am I blocked with a clean fingerprint?
- Why Does My Playwright Script Get Blocked?
- Is Playwright headless detectable? What sites check
- Can You Run Playwright Without Being Detected?
- Why Playwright Works Locally but Fails in the Cloud
- Does Playwright Trigger reCAPTCHA More Often?
- net::ERR_SSL_PROTOCOL_ERROR in Playwright
- net::ERR_CONNECTION_TIMED_OUT in Playwright
- net::ERR_NETWORK_CHANGED in Playwright
- TimeoutError: Timeout 30000ms Exceeded
- 'Playwright "Frame Was Detached" Error'
- Playwright "Protocol Error (Page.navigate)"
- Playwright Strict Mode Violation: Resolved to N Elements
- Playwright "Element Is Not Attached to the DOM"
- Playwright "Subtree Intercepts Pointer Events"
- Content-Security-Policy Blocks Playwright's Injected Scripts
- Playwright "Executable Doesn't Exist" After Install
- 'Playwright "Page Crashed" Error'
- Does Playwright Trigger hCaptcha More Often?
- Keep Playwright Firefox memory flat on long runs
- Playwright Firefox: SEC_ERROR_UNKNOWN_ISSUER
- Playwright ERR_BLOCKED_BY_CLIENT via page.route
- Missing fonts in Docker break Playwright screenshots
- First Firefox launch fails on Windows, then works
- Selenium detected by Cloudflare: the defaults that fail
- Playwright blocked by CORS policy: not bot detection
-
Scraping with Playwright
- How to scrape without getting blocked
- How to scrape a site that blocks headless browsers
- How to scrape infinite scroll pages with Playwright
- How to rotate proxies when scraping with Playwright
- How to scrape data behind a login with Playwright
- How to run Playwright in Docker without getting detected
- How to use invisible_playwright in Docker
- Playwright bot detection: how to avoid it in Python
- How to scrape paginated pages with Playwright
- How to download files with Playwright
- How to upload files with Playwright, and verify it landed
- How to handle cookie consent banners in Playwright
- How to handle popups and modals in Playwright
- How to take full-page screenshots with Playwright
- How to generate a PDF with Playwright and Firefox
- How to wait for content to load in Playwright
- How to retry failed requests when scraping Playwright
- How to scrape pages in parallel with Playwright
- How to rate limit your own Playwright scraper
- How to scrape HTML tables with Playwright
- How to scrape iframe content with Playwright
- How to scrape shadow DOM content with Playwright
- How to capture XHR and API responses in Playwright
- How to scrape geotargeted content with Playwright
- How to scrape real estate listings with Playwright
- How to scrape job postings with Playwright
- How to scrape e-commerce product pages with Playwright
- How to track product prices with Playwright
- How to scrape hotel room prices with Playwright
- How to scrape flight prices with Playwright
- How to scrape classifieds listings with Playwright
- How to scrape vacation rental listings with Playwright
- How to scrape car listings with Playwright
- How to scrape apartment rentals with Playwright
- How to track product stock and restocks with Playwright
- How to scrape location-based store prices with Playwright
- How to scrape flexible-date fare calendars with Playwright
- How to scrape product reviews with Playwright
- How to scrape star ratings with Playwright
- How to scrape news article text with Playwright
- How to scrape business directory listings with Playwright
- How to scrape event and ticket listings with Playwright
- How to scrape restaurant menu data with Playwright
- How to scrape stock and financial data with Playwright
- How to scrape social media profiles with Playwright
- How to scrape forum and community threads with Playwright
- How to scrape image galleries with Playwright
- How to scrape video listings and metadata with Playwright
- Scrape local business results from a map with Playwright
- How to scrape sports stats and box scores with Playwright
- How to scrape cryptocurrency prices with Playwright
- How to scrape deals and coupon codes with Playwright
- How to scrape to CSV with Playwright
- How to scrape to JSON Lines with Playwright
- How to scrape into a SQLite database with Playwright
- How to export scraped data to Excel with Playwright
- How to extract JSON-LD structured data with Playwright
- How to extract Open Graph and meta tags with Playwright
- How to extract links and build a crawl frontier in Playwright
- How to scrape RSS and Atom feeds with Playwright
- How to download images in bulk with Playwright
- How to extract clean article text with Playwright
- How to scrape a sitemap.xml with Playwright
- How to scrape into a pandas DataFrame with Playwright
- How to clean scraped prices and dates with Playwright
- Scrape search results by driving a form in Playwright
- Scrape a map-based search with Playwright
- Scrape autocomplete and typeahead inputs with Playwright
- Scrape date-picker calendars with Playwright
- Crawl list pages to detail pages with Playwright
- Scrape lazy-loaded images with Playwright
- Extract data from canvas charts with Playwright
- Scrape a multi-step wizard flow with Playwright
- How to resume an interrupted scrape with Playwright
- Incremental scraping: only new items since last run
- Handle 403 and 429 backoff mid-scrape in Playwright
- Scrape load-more button pages with Playwright
- Scrape nested pagination with Playwright
- Scrape an SPA that changes URL via history API
- Use BeautifulSoup with invisible_playwright
- Run stealth Playwright tests with pytest fixtures
- Run invisible_playwright concurrently with asyncio
- Run invisible_playwright in GitHub Actions CI
- Can you run invisible_playwright serverless?
- Run invisible_playwright in Celery task workers
- Schedule invisible_playwright scrapes with cron
- Run invisible_playwright headful on a server with Xvfb
- Use invisible_playwright in an Airflow DAG
- Combine invisible_playwright with httpx for speed
- Wrap invisible_playwright in a FastAPI service
- Run invisible_playwright in a Jupyter notebook
- Block images to speed up scraping (and when not to)
- Wait for a specific API response in Playwright
- How to scrape course catalogs with Playwright
- How to scrape store locator pages with Playwright
- How to scrape stock levels with Playwright
- How to scrape accordion and tab content with Playwright
- How to scrape size charts with Playwright
- How to scrape delivery slots with Playwright
- How to scrape appointment availability with Playwright
- How to scrape auction listings with Playwright
- How to scrape public transport timetables with Playwright
- How to scrape GraphQL endpoints with Playwright
- How to scrape virtual scrolling tables with Playwright
- How to scrape shipping rates with Playwright
- How to scrape cursor-based pagination with Playwright
- How to scrape multi-select facet filters with Playwright
- How to scrape currency exchange rates with Playwright
- How to scrape WebSocket streams with Playwright
- How to scrape book metadata with Playwright
- How to scrape professional directories with Playwright
- How to scrape range slider filters with Playwright
- How to scrape currency and locale switchers with Playwright
- How to scrape software changelogs and release notes with Playwright
- How to scrape breadcrumb hierarchies with Playwright
- How to scrape microdata and RDFa markup with Playwright
- How to scrape server-sent events with Playwright
- How to scrape open data portals with Playwright
- How to scrape infinite carousels with Playwright
- How to scrape printer-friendly pages with Playwright
- How to handle A/B test variants when scraping with Playwright
- How to scrape recipe data with Playwright
- How to scrape vehicle recall notices with Playwright
- How to scrape public tender notices with Playwright
- How to scrape nutrition labels with Playwright
- How to scrape podcast episode listings with Playwright
- How to scrape weather station data with Playwright
- How to scrape newsletter archives with Playwright
- How to scrape wine and spirits catalogs with Playwright
- How to scrape insurance quotes with Playwright
- How to scrape fitness class schedules with Playwright
- How to scrape flight seat maps with Playwright
- How to scrape concert and tour dates with Playwright
- How to scrape museum and gallery exhibition dates with Playwright
- How to scrape warranty terms with Playwright
- How to scrape sortable data tables with Playwright
- How to scrape salary and pay scale data with Playwright
- How to scrape live sports scores with Playwright
- How to scrape video game prices with Playwright
- How to scrape domain WHOIS records with Playwright
- How to scrape podcast transcripts with Playwright
- How to scrape patent listings with Playwright
- How to scrape clinical trial listings with Playwright
- How to Handle a PDF That Opens in a New Tab with Playwright
- Does Playwright Support Firefox Extensions?
- Automating an Email OTP / Verification-Link Login with Playwright
- Automating TOTP-Based 2FA Login with Playwright
- How to Scrape a Sandboxed Iframe with Playwright
- Select from dropdowns with Playwright, native and custom
- Download and read PDFs linked from a page with Playwright
- How to scrape parking rates with Playwright
- How to scrape EV charging availability with Playwright
- How to scrape fuel prices with Playwright
- How to scrape ferry schedules with Playwright
- How to scrape library catalog availability with Playwright
- How to scrape package tracking status with Playwright
- How to scrape flight status boards with Playwright
- How to scrape snow reports with Playwright
- How to scrape pet adoption listings with Playwright
- How to scrape construction permit records with Playwright
- How to scrape court docket listings with Playwright
- How to scrape scholarship listings with Playwright
- How to scrape conference agendas with Playwright
- How to scrape package download statistics with Playwright
- How to scrape bank interest rates with Playwright
- How to scrape energy tariff comparisons with Playwright
- How to scrape school term calendars with Playwright
- How to scrape spare part compatibility with Playwright
- How to scrape numbers rendered as images with Playwright
- How to scrape CSS pseudo-element content with Playwright
- Puppeteer scraping examples, and what a real defense does
Comparisons
- Playwright stealth in Python: three levels that work
- Firefox or Chromium for anti-detect automation
- Chromium is not Chrome, and detectors know the difference
- Playwright stealth vs Camoufox: two patched Firefoxes
- Playwright stealth vs Patchright: driver vs engine
- Playwright stealth vs undetected-chromedriver and nodriver
- playwright-stealth vs a patched engine: page vs browser
- puppeteer-extra-plugin-stealth: unmaintained since 2023
- selenium-stealth hasn't been updated since November 2020
- pyppeteer's own maintainer says to switch to Playwright
- invisible_playwright vs rebrowser-patches: the same CDP fix
- invisible_playwright vs fingerprint-suite: injection vs engine
- invisible_playwright vs playwright-with-fingerprints
- invisible_playwright vs Scrapling
- invisible_playwright vs Ulixee Hero
- invisible_playwright vs SeleniumBase UC Mode
- Splash is unmaintained, and it was never a real browser
- invisible_playwright vs DrissionPage
- WebDriver BiDi vs CDP: does the new protocol hide you
- invisible_playwright vs hrequests
- zendriver vs invisible_playwright: Chrome CDP vs Firefox
- botasaurus vs invisible_playwright: framework vs library
- curl_cffi vs invisible_playwright: TLS client vs browser
- pydoll vs invisible_playwright: CDP without a driver
- selenium-driverless vs invisible_playwright stealth
- puppeteer-real-browser vs invisible_playwright
- Migrating from Selenium to Playwright for stealth
- Migrating from Puppeteer to Playwright for stealth
- undetected-chromedriver vs a patched Firefox browser
- scrapy-playwright vs a patched Firefox for stealth
- playwright-extra stealth plugins vs a patched browser
- tls-client vs a real browser: when TLS is enough
- Anti-detect browser or Playwright stealth: which you need
- undetected-playwright vs a patched Firefox binary
- How to Read a Stealth-Browser Benchmark Without Being Misled
- Web Scraping Proxy Costs: Build vs. Buy Your Stealth Stack
- Why Playwright Locators Never Throw StaleElementReferenceException
- invisible_playwright vs browser-use: different jobs
- Selenium vs Playwright: the differences that matter
- Alternative Chromium browsers for automation: what differs
- Browser automation testing tools: where each one fits
Integrations
- Using invisible_playwright with CodeceptJS
- Using invisible_playwright with Crawlee for Python
- Using invisible_playwright with Crawlee for JavaScript
- Using invisible_playwright with scrapy-playwright
- Using invisible_playwright with Robot Framework Browser
- Cypress, WebdriverIO, TestCafe and Nightwatch integration
- Using invisible_playwright with Microsoft's Playwright MCP
- Using the engine from Go, Java, C#, Ruby and Rust
docs/ source folder