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client hints sec fetch
Client Hints and Sec-Fetch are two families of request headers the browser generates from its own internal state, not from the page and not from anything you configure. That makes them awkward to fake and very cheap to check, which is a combination detectors like.
They also catch a specific mistake: changing the user agent string and nothing else.
This page is what each family carries, the mismatches that get caught, why Firefox and Chromium are in structurally different positions here, what automation can and cannot control, and how to check your own.
Modern Chromium reports its identity in three places that come from the same internal state:
Sec-CH-UA: "Chromium";v="141", "Not?A_Brand";v="8", "Google Chrome";v="141"
Sec-CH-UA-Mobile: ?0
Sec-CH-UA-Platform: "Windows"
navigator.userAgentData.brands // the same brands and versions
navigator.userAgentData.platform // the same platform
await navigator.userAgentData.getHighEntropyValues(['platformVersion', 'architecture'])User-Agent: Mozilla/5.0 (Windows NT 10.0; Win64; x64) ... Chrome/141.0.0.0 ...
In a real browser those three agree by construction, because one piece of state produces all of them. Comparing them is a few lines on the server and it needs no fingerprinting library at all.
- A spoofed user agent with untouched Client Hints. You set the string to Chrome 141 and the headers still describe whatever the browser really is. This is the single most common version of the mistake, because changing the string is the thing every guide tells you to do.
- A version that differs between the two. A current version in the user agent and an older one in the hints is a straight contradiction.
- A platform that differs. Claiming Windows in the string while the hint reports the host operating system.
-
The JavaScript API disagreeing with the headers. Patching
navigator.userAgentDatain the page does nothing to the headers, which were sent before your script existed.
That last one is worth sitting with. The headers travel with the request. A page-level override cannot reach them, ever, because they were already sent.
Firefox does not implement User Agent Client Hints. It sends no Sec-CH-UA headers and
has no navigator.userAgentData.
That cuts two ways and both are worth being explicit about.
In your favour, if you are actually Firefox. There is no second identity pipeline to keep synchronised. The absence is correct, expected, and matches every other real Firefox on the internet. The whole class of mismatch above simply does not apply.
Against you, if you claim to be Chrome. A request whose user agent says Chrome and which carries no Client Hints at all is contradicted by its own headers. There is no way to fix that from inside a Firefox, because you would have to implement the pipeline.
So "which browser should I claim" is not a free choice. Claim the one you are running. Which is the argument for not setting the user agent at all.
Sec-Fetch is a separate family of headers, present in every modern browser including Firefox, that describes how a request was initiated rather than what the browser is. It is much less discussed than Client Hints, and just as cheap for a server to check.
Sec-Fetch-Site: same-origin | same-site | cross-site | none
Sec-Fetch-Mode: navigate | cors | no-cors | same-origin
Sec-Fetch-Dest: document | image | script | style | empty
Sec-Fetch-User: ?1 (only present when a user activated the navigation)
These describe the circumstances of the request, not the browser. The browser fills them in from what it knows: where the request came from, what it is for, and whether a user gesture triggered it.
Why that is interesting for automation:
- A top-level navigation typed into the address bar carries
Sec-Fetch-Site: none. One that came from clicking a link on the same site carriessame-origin. A request fabricated outside the normal flow can easily carry the wrong one. -
Sec-Fetch-User: ?1appears only when the navigation was user activated. Automation that clicks properly produces it; automation that navigates programmatically does not, and a page that expected a click can notice the difference. -
Sec-Fetch-Desthas to match what the request is actually for. A document request that claims to be an image is not a browser.
The connection to the rest of this subject: user activation is also readable in the page,
through navigator.userActivation, and it is the value that
an automation driver can announce by accident. Getting
that wrong in either direction, claiming a gesture nobody made or lacking one a real flow
would have, is the same class of inconsistency as everything else here.
The practical division:
Cannot be set from the page. All of it. These headers are constructed by the network stack when the request is made. Anything you do in JavaScript happens after.
Can be set by the automation layer, badly. Most frameworks let you add or override request headers. Overriding these by hand is how you produce a set that no real browser sends, because you are now maintaining by hand something the browser was maintaining correctly.
Should be left alone. That is the whole recommendation. If the browser is real and you have not overridden its identity, both families are correct for free.
The one legitimate case is adding headers a site requires for its own API, which is unrelated to identity and does not touch either family.
Send a request to any service that echoes headers back and read the full set, then compare against what the same page reports in JavaScript.
// in the page
console.log(navigator.userAgent);
console.log(navigator.userAgentData); // undefined in Firefox, and that is correct
if (navigator.userAgentData) {
console.log(await navigator.userAgentData.getHighEntropyValues(
['platformVersion', 'architecture', 'model', 'uaFullVersion']));
}What you want:
- If
navigator.userAgentDataexists, its brands, version and platform match both the user agent string and theSec-CH-UAheaders on the request. - If it does not exist, no
Sec-CH-UAheaders are being sent either, and the user agent claims a browser that genuinely does not send them. -
Sec-Fetch-Sitematches how you actually navigated. -
Sec-Fetch-Useris present when you clicked and absent when you navigated programmatically. - Header order matches a real browser's, a separate surface one layer down, and one more reason not to hand-assemble any of this.
These headers are hard to fake for a good reason: the browser generates them from state it already has, so a real browser is consistent without trying and a spoofed one has to maintain three copies of an identity by hand.
The practical advice is short. Do not override the user agent, so there is nothing to keep in sync. Do not hand-set these headers. Claim the browser you are actually running, because Firefox not sending Client Hints is correct for Firefox and damning for something claiming to be Chrome.
What is Sec-CH-UA? A request header carrying the browser's brand and version,
generated from the same internal state as the user agent string.
Why do Client Hints give away a spoofed user agent? Because changing the string does not change the headers, so the two describe different browsers.
Does Firefox send Client Hints? No, and it has no navigator.userAgentData. That is
correct for Firefox and a contradiction for anything claiming to be Chrome.
Can I set Client Hints from JavaScript? No. The headers are sent before your script runs.
What is Sec-Fetch-User? A header present only when a user gesture triggered the
navigation.
Should I override these headers in my automation? No. A real browser fills them in correctly, and hand-maintaining them is how you produce a combination that does not exist.
See also: why you should not set the user agent, which is the same argument from the other end, JA3 and JA4, for the layer below these headers, and how to test whether your browser is detected.
- The User Agent Client Hints headers and
navigator.userAgentData, as implemented in Chromium and absent in Firefox. - The Fetch Metadata request headers,
Sec-Fetch-Site,-Mode,-Destand-User. - This project's handling of user activation, which is described on the debugger page.
From the notes of invisible_playwright, a Firefox patched at the C++ level. Running a real Firefox means the Client Hints question answers itself, which is the kind of advantage you only get by not lying in the first place.
Documentation
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, identical 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?
-
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?
-
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
-
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
-
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?
-
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?
-
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 reviews and 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
- How to scrape map-based local results with Playwright
- How to scrape sports scores and stats 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
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 2024
- selenium-stealth hasn't been updated since December 2021
- 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
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