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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

all plans


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.

Enable the 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

all plans


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.

Enable the ruleset

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.

Bot verification methods

To prove that bots are legitimate and verify their claimed identity, several methods are used:

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.

atlassian-jira-webhooks

Delivers webhook notifications from Jira Cloud when issues, projects, or other resources change.

View
webhook
View
ai_crawler

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.

barkrowler

Baiduspider is Baidu’s web crawler that indexes websites for inclusion in its Chinese-market search results.

View
search_engine_optimization
View
baiduspider

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.

View

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.

View

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-adsbot

Fetches advertiser landing pages when triggered by user actions in the Google Ads platform.

View
View
agent
google-adwords-instant

google-agent

Google-Agent navigates the web and performs actions upon user request, used by agents hosted on Google infrastructure such as Project Mariner.

View
advertising
View
advertising

google-association-service

Verifies that business links in Google Business Profile are accessible and return valid HTTP status codes.

google-businesslink-verification

Verifies associations between apps and websites for Digital Asset Links.

verification
View
View
preview

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-docs

Crawling preferences addressed to the Google-CloudVertexBot user agent affect crawls requested by the site owners' for building Vertex AI Agents. It has no effect on Google Search or other products.

View
ai_assistant
View
advertising

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.

impactcindagent

ImageSiftBot is a web crawler that scrapes the internet for publicly available images to support Hive's suite of web intelligence products.

View
webhook
View
ai_crawler

inngest

Crawls job-related pages to power jobswithgpt.com, a platform for discovering AI-enhanced career opportunities.

Inngest is a platform for building event-driven applications.
View
preview
search_engine_crawler

kakaotalk-scrap

Fetches Open Graph metadata and images from URLs shared in KakaoTalk to generate mobile-optimized link previews.

View
verification
View
jobswithgpt

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.

View

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-externalads

Crawls the web to improve advertising and business-related products and services.

View
advertising
View
ai_crawler

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.

meta-webindexer

The Meta-ExternalFetcher crawler performs user-initiated fetches of individual links to support specific product functions. Because the fetch was initiated by a user, this crawler may bypass robots.txt rules.

View
user_initiated
View
ai_crawler

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

qstash

Quantcast Bot is a web crawler used for advertisement quality assurance and to understand page content for Interest-Based Audiences.

View
monitor
View
webhook

quantcastbot

QStash is a platform for building event-driven applications.

search_engine_crawler
View
qwantbot
Crawls and indexes web content for Qwant search engine.

razorpay-webhook

Razorpay’s webhooks enable merchants to receive secure, real-time HTTP callbacks for key payment events—automating reconciliation, notifications, and downstream workflows.

View
advertising
View
webhook

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.

View
monitor
Amazon Route 53 Health Check Service
monitor

ryebot

Sanity's webhook service that delivers real-time event notifications for content changes and other events.

View
View
ecommerce
sanity-webhooks

sansec-security-monitor

Sansec Security Monitor is a web crawler that monitors online stores for malicious code, data breaches, and digital skimming attacks.

View
webhook
View
monitor

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

View
stably
monitor
statuscake-uptime

statuscake-ssl

StatusCake Page Speed monitors your page load and render speeds.

monitor
View
View
monitor

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.

View
webhook
svix is a webhook service for sending events to webhooks.
analytics

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.

preview
monitor
View
updown-io

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.

yahoo-ad-monitoring

yahoo-slurp

search_engine_crawler
View
YandexBot is a web crawler operated by Yandex, a major Russian search engine.
View

yandexbot

Last updated September 10, 2026

search_engine_crawler
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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 \(WAF\)

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