How bot management works
Bot Management
Bots generate nearly half of all internet traffic. While many bots serve legitimate purposes like search engine crawling and content aggregation, others originate from malicious sources. Bot management encompasses both observing and controlling all bot traffic. A key component of this is bot protection, which focuses specifically on mitigating risks from automated threats that scrape content, attempt unauthorized logins, or overload servers.
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Methods of bot management and protection
To effectively manage bot traffic and protect against harmful bots, you can use various techniques, including:
- Signature-based detection: Inspecting HTTP requests for known bot signatures
- Rate limiting: Restricting how often certain actions can be performed to prevent abuse
- Challenges: Using JavaScript checks to verify human presence
- Behavioral analysis: Detecting unusual patterns in user activity that suggest automation
With Vercel, you can use:
- Managed rulesets to challenge specific bot traffic
- Rate limiting and challenge actions with WAF custom rules to prevent bot activity from reaching your application
- DDoS protection to defend your application against bot driven attacks
- Observability and Firewall to monitor bot patterns, traffic sources, and the effectiveness of your bot management strategies
Bot protection managed ruleset
With Vercel, you can use the bot protection managed ruleset to challenge non-browser traffic from accessing your applications. It filters out automated threats while allowing legitimate traffic.
- It identifies clients that violate browser-like behavior and serves a javascript challenge to them.
- It prevents requests that falsely claim to be from a browser such as a curl request identifying as Chrome.
- It automatically excludes verified bots, such as Google's crawler, from evaluation.
To learn more about how the ruleset works, review the Challenge section of Firewall actions. To understand the details of what get logged and how to monitor your traffic, review Firewall Observability.
custom WAF
rules with
bypass
actions that will allow this
traffic to skip the bot protection ruleset.
The ruleset is inactive by default. In the dashboard this is labeled Off. Matching traffic is not evaluated and reaches your application.
You can apply the ruleset to your project in log or challenge mode. Learn how to configure the bot protection managed ruleset.
Bot protection ruleset with reverse proxies
Bot Protection doesn't work when a reverse proxy (e.g. Cloudflare, Azure, or other CDNs) is placed in front of your Vercel deployment. This setup significantly degrades detection accuracy and performance, leading to a suboptimal end-user experience.
Reverse proxies interfere with Vercel's ability to reliably identify bots:
- Obscured detection signals: Legitimate users may be incorrectly challenged because the proxy masks signals that Bot Protection relies on.
- Frequent re-challenges: Some proxies rotate their exit node IPs frequently, forcing Vercel to re-initiate the challenge on every IP change.
AI bots managed ruleset
Vercel's AI bots managed ruleset allows you to control traffic from AI bots that crawl your site for training data, search purposes, or user-generated fetches.
- It identifies and filters requests from known AI crawlers and bots.
- It provides options to log or deny these requests based on your preferences.
- The list of known AI bots is automatically maintained and updated by Vercel.
When new AI bots emerge, Vercel automatically adds them to its managed list and handles them according to your existing configured action without requiring any changes on your part.
The ruleset is inactive by default. In the dashboard this is labeled Allow. Matching traffic is not evaluated and reaches your application.
You can apply the ruleset to your project in log or deny mode. Learn how to configure the AI bots managed ruleset.
Verified bots
Vercel maintains and continuously updates a comprehensive directory of known legitimate bots from across the internet. This directory is regularly updated to include new legitimate services as they emerge. Attack Mode and bot protection automatically recognize and allow these bots to pass through without being challenged. You can block access to some or all of these bots by writing WAF custom rules with the User Agent match condition or Signature-Agent header. To learn how to do this, review WAF Examples.
To prove that bots are legitimate and verify their claimed identity, several methods are used:
Verified bots directory
Bot name
Submit a bot request if you are a SaaS provider and would like to be added to this list.
Category
Description
Documentation
adagiobot
advertising
advertising
AdIdxBot is the crawler used by Bing Ads for quality control of ads and their destination websites. It has multiple user agent variants including desktop, iPhone, and Windows Phone versions.
adidxbot
adsense
advertising
The AdSense crawler visits participating sites in order to provide them with relevant ads.
View
Adagiobot is a web crawler that analyzes websites for advertising demand optimization, helping publishers maximize revenue through real-time bidding analysis and performance insights. AdagioBot fetches /ads.txt, /app-ads.txt and /sellers.json files to comply with IAB Supply Chain Validation.
adyen-webhook
webhook
ahrefsbot
algolia
search_engine_optimization
Powers the database for both Ahrefs, a marketing intelligence platform, and Yep, an independent, privacy-focused search engine.
View
Adyen’s webhooks (Notification API) send encrypted, real-time HTTP callbacks for key payment and account events—automating order fulfillment, settlement reconciliation, and risk-management workflows.
ahrefssiteaudit
search_engine_crawler
search_engine_optimization
The Algolia Crawler extracts content from your site and makes it searchable.
View
Powers Ahrefs’ Site Audit tool. Ahrefs users can use Site Audit to analyze websites and find both technical SEO and on-page SEO issues.
amazon-adbot
amazon-kendra
advertising
Amazon Kendra is a managed information retrieval and intelligent search service that uses natural language processing and advanced deep learning model.
amazon-q
Amazon AdBot is a crawler used by different advertising services at Amazon to determine a website's content in order to provide relevant and appropriate advertising. Amazon AdBot only crawls websites for which Amazon or an advertiser partner may serve an ad.
ai_assistant
ai_assistant
View
Amazon Q Business is a generative artificial intelligence (generative AI)-powered assistant that you can tailor to your business needs.
amazonbot
ai_crawler
apis-google
ai_crawler
search_engine_crawler
Crawling preferences addressed to the APIs-Google user agent affect the delivery of push notification messages by Google APIs.
View
Amazonbot is Amazon's web crawler used to improve our services, such as enabling Alexa to more accurately answer questions for customers.
apple-podcasts
applebot
feed_fetcher
Applebot powers search features in Apple's ecosystem (Spotlight, Siri, Safari) and may be used to train Apple's foundation models for generative AI features.
View
Apple Podcasts crawler that only accesses URLs associated with registered content on Apple Podcasts. Does not follow robots.txt.
artemis-web-crawler
Artemis is a calm web reader with which you can follow websites and blogs.
rovo
Crawls and indexes web content for Atlassian Rovo's AI-powered search, chat, and agents.
search_engine_crawler
View
feed_fetcher
Barkrowler is Babbar's web crawler that fuels and updates their graph representation of the web, providing SEO tools for the marketing community.
better-stack
monitor
bingbot
ai_crawler
search_engine_crawler
Bingbot is Microsoft's web crawler used for indexing websites for Bing Search.
View
Better Stack is a platform for monitoring and alerting on your applications.
brightbot
browserbase
monitor
Runs headless browser automation on behalf of Browserbase customers for web scraping, form submission, and testing.
buffer-link-preview-bot
preview
ccbot
Crawls domains for TLS/DNS configuration problems and runs periodic testssl.sh scans.
ai_crawler
CCBot is operated by the Common Crawl Foundation to crawl web content for AI training and research. Common Crawl is a non-profit organization that maintains an open repository of web crawl data that is universally accessible for research and analysis.
View
Helps Buffer users create better social media posts by generating rich previews when they share links
certchief
channel3bot
monitor
Crawls product detail pages to index content for AI-powered product discovery, routing shoppers to original websites.
chatgpt-operator
ai_assistant
chatgpt-user
analytics
ai_assistant
Handles user-initiated requests in ChatGPT, accessing external content to provide real-time information; not used for automated crawling or AI training.
View
Handles user-initiated requests from ChatGPT operator accessing external content; not used for automated crawling or AI training.
checkly
chrome-lighthouse
monitor
PageSpeed Insights (PSI) reports on the user experience of a page on both mobile and desktop devices, and provides suggestions on how that page may be improved.
Checkly is a platform for monitoring and alerting on your applications.
chrome-privacy-preserving-prefetch-proxy
preview
claude-searchbot
claudebot
ai_assistant
Claude-SearchBot navigates the web to improve search result quality for users. It analyzes online content specifically to enhance the relevance and accuracy of search responses.
View
Chrome's Privacy Preserving Prefetch Proxy service that fetches /.well-known/traffic-advice to enable privacy-preserving prefetch hints.
claude-user
ai_crawler
ai_assistant
ClaudeBot helps enhance the utility and safety of our generative AI models by collecting web content that could potentially contribute to their training.
View
Claude-User supports Claude AI users. When individuals ask questions to Claude, it may access websites using a Claude-User agent.
cloudflare-customer-slo-prober
monitor
cookiebot
Scans websites to verify cookie consent banner implementation and compliance with privacy regulations for CookieYes customers.
monitor
Cookiebot automates compliance with cookie laws and helps you manage your cookie consent preferences.
View
Automated probes that monitor the availability and latency of enrolled customer endpoints.
cookieyesbot
advertising
monitor
CriteoBot is a crawler operated by Criteo that analyzes web content to serve relevant contextual ads. The bot respects robots.txt directives and crawl delays, and only accesses publicly available content.
cursor-agent-webhook
webhook
webhook
Cursor-Origin-Webhook delivers event notifications from Cursor's Origin code platform to endpoints a customer has explicitly configured, such as pull request and repository activity. Requests are only sent to URLs the recipient registered, and each one is signed.
cursor-origin-webhook
cursor-server
ai_assistant
Cursor connects to Model Context Protocol (MCP) servers on behalf of a Cursor user, so their AI coding agent can use the tools a site exposes.
View
Cursor-Agent-Webhook delivers Cloud Agent lifecycle notifications from Cursor to endpoints a customer has explicitly configured, such as an agent starting or finishing work.
customerio-webhooks
webhook
cybaa-agent
monitor
verification
Performs user-initiated security checks on behalf of Cybaa customers, validating security headers, TLS/SSL configuration, and other domain-specific security controls to ensure website compliance and protection.
View
Customer.io's webhook service for event-driven marketing automation and customer data platform.
dash0-synthetic
datadog-synthetic-monitoring-robot
monitor
Datadog's automated monitoring service that performs synthetic tests to verify website availability and performance.
View
Dash0's Synthetic Monitoring provides proactive, automated insights into the availability and performance of your websites and APIs.
dataforseobot
monitor
search_engine_optimization
Detectify is a web security scanner that performs automated security tests on web applications and attack surface monitoring.
detectify
duckassistbot
ai_assistant
DuckAssistBot is a web crawler for DuckDuckGo Search that crawls pages in real-time for AI-assisted answers, which prominently cite their sources. This data is not used in any way to train AI models.
View
DataForSeoBot is a backlink checker bot operated by DataForSEO that crawls websites to build and maintain their backlink database. The bot respects robots.txt directives and crawl delays, and is used to provide SEO data and analytics services.
duckduckbot
search_engine_crawler
facebook-webhooks
falbot
webhook
Facebook's webhook service that delivers real-time event notifications for Meta platform events and changes.
View
DuckDuckBot is a web crawler for DuckDuckGo. DuckDuckBot’s job is to constantly improve search results and offer users the best and most secure search experience possible.
facebookexternalhit
webhook
preview
fal.ai's webhook service that delivers asynchronous notifications for AI model processing and generation tasks.
Fetches content for shared links on Meta platforms to generate rich previews.
geedoproductsearchbot
ecommerce
gemini-deep-research
preview
ai_assistant
Gemini Deep Research is Google's AI-powered research tool that performs comprehensive multi-step research on complex topics, analyzing web content to provide detailed insights and answers.
View
webhook
github-camo
github-hookshot
GitHub's image proxy service
GitHub's webhooks for events like push, pull request, etc.
google-admob-reward-verification
Sends server-side verification callbacks to confirm users completed rewarded ad views.
google-ads-creatives-assistant
Google AdsBot is Google's web crawler for quality control of Google Ads.
ai_assistant
webhook
Fetches website content for Google Ads creative generation and enhancement tools.
View
google-association-service
Verifies that business links in Google Business Profile are accessible and return valid HTTP status codes.
google-cloudvertexbot
Fetches images and page content when users insert links into Google Docs.
google-display-ads-bot
View
verification
Verifies site eligibility during the AdSense approval process.
google-extended
google-feedfetcher
ai_crawler
Google-Extended is a standalone product token that web publishers can use to manage whether their sites help improve Gemini Apps and Vertex AI generative APIs, including future generations of models that power those products. Grounding with Google Search on Vertex AI does not use web pages for grounding that have disallowed Google-Extended. Google-Extended does not impact a site's inclusion or ranking in Google Search.
View
Feedfetcher is used for crawling RSS or Atom feeds for Google News and PubSubHubbub.
google-image-proxy
preview
feed_fetcher
Google's image caching proxy service used by Gmail and other Google services to cache and serve images.
google-inspectiontool
monitor
google-pagerenderer
preview
Upon user request, Google Page Renderer fetches and renders web pages.
Google Publisher Center fetches and processes feeds that publishers explicitly supplied for use in Google News landing pages.
View
Crawling preferences addressed to the Google-InspectionTool user agent affect Search testing tools such as the Rich Result Test and URL inspection in Search Console. It has no effect on Google Search or other products.
google-publisher-center
google-read-aloud
feed_fetcher
Upon user request, Google Read Aloud fetches and reads out web pages using text-to-speech (TTS).
google-safety
monitor
google-site-verifier
verification
Google Site Verifier fetches Search Console verification tokens.
Crawling preferences addressed to the Storebot-Google user agent affect all surfaces of Google Shopping (for example, the Shopping tab in Google Search and Google Shopping).
View
The Google-Safety user agent handles abuse-specific crawling, such as malware discovery for publicly posted links on Google properties. As such it's unaffected by crawling preferences.
google-storebot
search_engine_crawler
ecommerce
Crawling preferences addressed to the Googlebot user agent affect Google Search (including Discover and all Google Search features), as well as other products such as Google Images, Google Video, Google News, and Discover.
googleother
search_engine_crawler
Crawling preferences addressed to the GoogleOther user agent don't affect any specific product. GoogleOther is the generic crawler that may be used by various product teams for fetching publicly accessible content from sites. For example, it may be used for one-off crawls for internal research and development. It has no effect on Google Search or other products.
gpt-actions
gptbot
ai_assistant
Crawls web content to improve OpenAI's generative AI models and ChatGPT; respects 'robots.txt' directives to exclude sites from training data.
gtmetrix
monitor
ai_crawler
GTmetrix provides metrics and insights for your site's loading speed and performance.
View
Enables ChatGPT to interact with external APIs and retrieve real-time information from the web in response to user-initiated requests; allows access to up-to-date content without being used for automated crawling or AI training.
hetrixtools-uptime-monitoring-bot
monitor
hookdeck
webhook
A reliable Event Gateway for event-driven applications
Hydrozen is a tool for monitoring availability of your websites, Cronjobs, APIs, Domains, SSL etc.
View
HetrixTools Uptime Monitoring Bot is used by HetrixTools's monitoring services to perform various checks on websites, including uptime and performance monitoring.
hydrozen
preview
monitor
Fetches your page metadata to generate rich link previews when users share your links across apps, blogs, and news sites, enhancing content visibility and engagement.
imagesiftbot
Crawls partner and brand sites to verify impact.com tracking installation and brand agreement compliance.
inngest
Crawls job-related pages to power jobswithgpt.com, a platform for discovering AI-enhanced career opportunities.
kernel-searchbot
ai_crawler
kernel
monitor
ai_crawler
Runs browser automation on behalf of Kernel customers for web agents, automations, and web scraping.
View
Crawls public web pages to build Kernel's search index, which Kernel customers query through their AI agents.
linkedinbot
logicmonitor
preview
LogicMonitor SiteMonitor monitors your website's uptime, performance, and availability from multiple global regions.
LinkedInBot is a bot that renders links shared on LinkedIn.
lumar
search_engine_optimization
marfeel-audits
preview
monitor
Marfeel's audit crawlers that periodically re-crawl traffic-receiving URLs to detect structured data, meta tags, and HTML issues.
View
Marfeel's crawler that fetches content for Flowcards that load directly from specific URLs.
marfeel-flowcards
marfeel-preview
preview
Marfeel's previewer crawler used to render preview experiences for both mobile and desktop views.
marfeel-social
Marfeel's crawler used for social experiences (Facebook, X/Twitter, Telegram, Reddit, LinkedIn).
meta-externalagent
The Meta-ExternalAgent crawler crawls the web for use cases such as training AI models or improving products by indexing content directly.
meta-externalfetcher
View
social_media
Crawls web content to provide search results for Meta AI users.
microsoftpreview
user_initiated
preview
Momentic is a AI-powered platform for software testing. It allows you to write reliable end-to-end tests for web apps in a simple and intuitive way using natural language.
momenticbot
adsnaver
search_engine_crawler
Naver's ad crawler that periodically visits registered ad landing pages to collect on-page content for effective ad matching and ranking. It ignores robots.txt for URLs registered in the ad system.
View
MicrosoftPreview generates page snapshots for Microsoft products. It has desktop and mobile variants, with Chrome version dynamically updated to match the latest Microsoft Edge version.
naver-blueno
preview
naverbot
advertising
search_engine_crawler
Naver's web crawler (also known as Yeti) is used by Naver, South Korea's largest search engine, to crawl and index web content.
View
New Relic Synthetic monitoring infrastructure that performs API checks and virtual browser instances to monitor websites and applications from global locations
newrelic-minions
oai-adsbot
monitor
Validates the safety of web pages submitted as ads on ChatGPT; data collected is not used to train generative AI foundation models.
oai-searchbot
ai_assistant
ohdearbot
paypal
monitor
OhDearBot is a monitoring bot operated by Oh Dear that performs uptime checks, broken link detection, and mixed content scanning. The bot follows standard crawling practices and throttles requests to minimize server impact.
View
Indexes websites for inclusion in ChatGPT's search results; does not crawl content for AI model training.
ora-bot
webhook
verification
PayPal delivers real-time event notifications for payments, subscriptions, and account updates.
View
Measures how well websites work for AI agents by fetching public pages and agent-facing files on demand when someone requests a score for a domain.
perplexity-user
ai_assistant
perplexitybot
monitor
ai_assistant
Indexes websites for inclusion in Perplexity's search results; does not crawl content for AI model training.
View
Handles user-initiated requests in Perplexity, accessing external content to provide real-time information; not used for automated crawling or AI training.
petalbot
pingdom-bot
search_engine_crawler
Pingdom Bot is used by Pingdom's monitoring services to perform various checks on websites, including uptime and performance monitoring.
pinterest-bot
webhook
search_engine_crawler
Polar's webhook service delivers real-time event notifications for payment processing, including purchases, subscriptions, cancellations, and refunds.
polar-webhooks
pulsepoint-crawler
advertising
A web crawler used by PulsePoint, a digital advertising technology company, for content indexing and ads.txt verification.
View
Pinterest's web crawler that indexes content for their platform. It crawls websites to collect metadata for Pins, including images, titles, descriptions, and prices. The crawler also helps maintain Pin data accuracy and detect broken links.
qatech
The QA.tech web agent browses the website and identifies potential test cases, and executes tests against a web application
quantcastbot
QStash is a platform for building event-driven applications.
redirect-pizza
redirect.pizza's destination monitor ensures that the redirect destination URLs are reachable.
amazon-route-53-health-check-service
Powers automated checkout on behalf of shoppers with explicit consent.
seekportbot
search_engine_optimization
search_engine_crawler
Semrush Site Audit is a powerful website crawler that analyzes the health of a website by checking for on-page and technical SEO issues, including duplicate content, broken links, HTTPS implementation, hreflang attributes, and more.
semrush-site-audit
semrush
search_engine_optimization
Semrush is a platform for SEO, content marketing, competitor research, PPC and social media marketing.
View
SeekportBot is the web crawler for Seekport, a German search engine operated by SISTRIX. The bot crawls and indexes web content while respecting robots.txt directives and crawl delays.
monitor
sentry-uptime-monitoring-bot
seobility
search_engine_crawler
search_engine_crawler
Seobility is a browser-based online SEO software that helps you improve your website’s search engine rankings.
View
SE Ranking's backlink analysis crawler that discovers and analyzes backlink profiles for SEO research and competitive analysis.
seranking-backlinks
seznambot
search_engine_optimization
SeznamBot is the web crawler operated by Seznam.cz, the leading Czech search engine. The bot crawls and indexes web content for Seznam's search results, respecting robots.txt directives and crawl delays.
View
Sentry's Uptime Monitoring Bot performs health checks on configured URLs to monitor the availability and reliability of web services.
shapbot
Crawls and indexes web content to power Parallel's search and content extraction APIs for AI applications.
monitor
Site24x7 Bot is used by Site24x7's monitoring services to perform various checks on websites, including uptime and performance monitoring.
ai_crawler
site24x7
StatusCake monitors the uptime of your website.
monitor
statuscake-pagespeed
StatusCake SSL monitors your website certificates for common issues
stripe-webhooks
Stripe's webhook service that delivers real-time event notifications for payment processing and account updates.
stripebot
Crawls Stripe merchant websites to collect data for service delivery and financial regulatory compliance.
termlybot
Crawls websites to detect and categorize cookies set by first and third parties.
svix
webhook
monitor
Performs uptime and performance checks on websites.
twitterbot
Fetches content for shared links on X/Twitter to generate rich previews.
uptime-robot
Uptime Robot is a platform for monitoring and alerting on your applications.
vemetric-favicon-bot
Fetches favicons from websites in the highest quality available.
Bot for v0 services.
monitor
Vercel Favicon Bot
preview
verceltracing
vercel-build-container
vercel tracing
vercel flags
ai_crawler
Vercel Screenshot Bot
vercel-favicon-bot
System-initiated requests made from Vercel's build container during a build
monitor
preview
monitor
vercelflags
Yahoo! Slurp is the web crawler (robot) used by Yahoo! Search to discover and index web pages for its search engine.
yandexbot
Last updated September 10, 2026
search_engine_crawler
advertising
View
Cross-link map: Bot Management (/docs/bot-management)From the Vercel docs graph (built 2026-09-21T05:26:59.511Z), spanning vercel.com docs + KB, nextjs.org, ai-sdk.dev, and other Vercel documentation sites. Full graph as JSON: https://vercel.com/docs/graph.jsonSemantically closest pagesGoogleAI Gateway Provider Routing and Fallbacks — Configure provider routing, ordering, and fallback behavior in Vercel AI Gateway.The rise of the AI crawlerBotID uncovers hidden SEO poisoningThe three types of AI bot traffic and how to handle themThis page links to (9)Observability — Find production errors, capture request traces, and discover queryable metrics with Vercel Observability and Vercel CLI.Reverse Proxy Servers and Vercel — Learn why reverse proxy servers are not recommended with Vercel's firewall.Attack Mode — Learn how to use Attack Mode to help control who has access to your site when it's under attack.DDoS Mitigation — Learn how the Vercel Firewall mitigates against DoS and DDoS attacksFirewall concepts — Understand the fundamentals behind the Vercel Firewall.Firewall Observability — Learn how firewall traffic monitoring and alerts help you react quickly to potential security threats.WAF Custom Rules — Learn how to add and manage custom rules to configure the Vercel Web Application Firewall \(WAF\).WAF Examples — Learn how to use Vercel WAF to protect your site in specific situations.WAF Managed Rulesets — Learn how to use WAF Managed Rulesets with the Vercel Web Application Firewall \(WAF\)Pages that link here (30)By site: vercel-changelog (4) · vercel-kb (12) · vercel-web (5) · vercel-docs (9)From vercel-changelogBot Protection is now generally availableBot Protection is now in public betaVercel's bot verification now supports Web Bot AuthView & query bot verification data in Vercel ObservabilityFrom vercel-kbHow to prepare your storefront for Black Friday traffic — A practical checklist for keeping your storefront fast and your checkout path healthy through Black Friday and Cyber MonShould I use Cloudflare in front of Vercel? — Information on using Cloudflare together with Vercel.How to Effectively Load Test Your Vercel Application — Learn how to safely load test your Next.js app on Vercel. This guide covers realistic, policy-compliant testing of routeHow to protect your AI app from bots — Learn how to protect your AI app from bots, scrapers, and abuse using Firewall, BotID, and more.How to Utilize Vercel’s Bot Management Features — A practical, step-by-step guide to identifying unwanted automated traffic and securing your Vercel apps with Bot ProtectTroubleshoot and optimize Function Invocations on Vercel — Diagnose which routes drive Function Invocations and learn to optimize them. Separate necessary dynamic traffic from divVercel vs Akamai — A detailed guide to Vercel vs Akamai: compute models, AI infrastructure, framework support, media streaming, CDN capabilVercel vs Fastly — A detailed guide to Vercel vs Fastly: full-stack application platform vs edge infrastructure layer, covering framework sVercel vs Netlify — A detailed guide to Vercel vs Netlify: runtimes, compute architecture, AI infrastructure, security, and when to choose eVercel vs Northflank — A detailed guide to Vercel vs Northflank: Fluid compute, CDN and caching, container image functions, security defaults,Vercel vs Railway — A detailed guide to Vercel vs Railway: serverless vs always-on containers, container images via Dockerfile.vercel, frameVercel vs Render — A detailed guide to Vercel vs Render: compute models, AI infrastructure, Docker and container image support, backgroundFrom vercel-webHow we run Vercel's CDN in front of DiscourseBot Protection: One-click managed ruleset now in public betaSecurity through design: Creating the improved Firewall experienceThe AI Cloud: A unified platform for AI workloadsVercel Ship 2025 recapFrom vercel-docsHandling Verified Bots — Information about verified bots and their handling in BotIDCDN security — Learn how Vercel's CDN secures every request with HTTPS, TLS, DDoS mitigation, firewall protection, and security headersvercel firewall — Learn how to explore firewall traffic and manage your project's custom firewall rules, managed bot rules, IP blocks, sysProtection Bypass for Automation — Learn how to bypass Vercel Deployment Protection for automated tooling \(e.g. E2E testing\).Glossary — Learn about the terms and concepts used in Vercel's products and documentation.How Vercel CDN works — Learn how Vercel's CDN processes requests through routing, caching, and compute layers to deliver your content with lowProducts — Browse Vercel products for building, deploying, securing, observing, and scaling web applications.Attack Mode — Learn how to use Attack Mode to help control who has access to your site when it's under attack.WAF Managed Rulesets — Learn how to use WAF Managed Rulesets with the Vercel Web Application Firewall \(WAF\)