Enterprise Bot Protection

Bot protection for every login, checkout, form and API on your site. Stop credential stuffing, scraping, scalping, account takeover and unwanted AI-agent traffic without punishing real users. Every block comes back with a reason you can read, not a black-box score.

Enterprise Bot Protection
How it works

Detect, decide, explain

One rules engine, one dashboard, one event stream. Same behaviour whether the request came through the widget on a form, edge enforcement in front of origin, or the backend SDK inside your app.

Detect

Every request is scored against behavioural signals (cursor, scroll, typing rhythm, SIMD-CPU signatures), JA4 TLS fingerprinting, DNS resolver observation, iOS App Attest and Android Play Integrity, IP reputation and residential-proxy classification.

Decide

Machine-learning models combine the collected signals into a risk score. Real humans and authorised agents pass invisibly. Suspicious sessions get a proof-of-work, puzzle or image challenge, all configurable per site. Known-bad traffic never reaches your server.

Explain

Every block response includes the rule that fired. Drill into the event in the portal (the same view our engineers use) or stream it out to Datadog, Splunk, Elastic or Sentinel.
Why Prosopo

Why teams pick Prosopo

Blocks you can read

Every verdict comes back with a named Access Rule you can read in the portal. No black-box model output, no vendor summary sitting between you and the reason a request was stopped.

Your data in your SIEM

Every event streams to Datadog, Splunk, Elastic or Sentinel. Filter by JA4 fingerprint, timing signal, rule fired, request payload. The raw data our engineers use to build the next detector, not a curated summary.

Open source at the base

Our base captcha is published on GitHub, and self-hosting is available. The advanced site-wide, behavioural and intent-scoring layers are proprietary, but they run on the same open challenge stack that your security team can review before adoption.

One stack, whole site

The same detection runs at the CDN edge, inside your backend SDK, and in the drop-in widget on any form. Same rules, same dashboard, same event stream, whichever way you deploy it.

Signals bots can't fake

JA4 TLS fingerprinting, DNS resolver observation, iOS App Attest, Android Play Integrity, stealth-headless detection and residential-proxy classification. The signals bot toolkits can't spoof cleanly, with every event visible in your dashboard and exportable to your own tools.

Fits your compliance programme

Cookieless widget, no cross-site profiling of humans, EU-only verification endpoints on request. Designed to sit inside GDPR, CCPA and HIPAA programmes without adding an entry to your cookie banner. UK-incorporated, engineered in the UK; enterprise support goes straight to the engineers who built the platform.

What Prosopo stops

Prosopo blocks the automated attacks that most directly impact revenue, security and user trust:

  • Credential stuffing and account takeover on login and password-reset flows.
  • Scraping by AI-training crawlers, price aggregators and look-alike competitors.
  • Ticket scalping toolkits on high-demand on-sales.
  • Denial of inventory that reserves stock across sneaker drops and limited releases.
  • Spam form submissions and disposable-email signups.
  • Unwanted AI shopping agents that sit between real humans and the automation you don't want.

A decade ago, a CAPTCHA and an IP blocklist were sufficient. Today they are not. Stealth headless browsers on rotating residential proxies pass an image CAPTCHA in milliseconds, at fractions of a cent, via CAPTCHA-solving farms that operate at industrial scale. Effective bot protection now requires continuous silent detection, adaptive challenges applied only when the risk score demands it, and a clear, auditable reason for every request that is blocked.

How the detection works

Requests are scored in real time by advanced machine-learning models. You can also layer your own custom rules on top of any of our signals.

The detection combines JA4 TLS fingerprinting, DNS resolver observation, iOS App Attest and Android Play Integrity, stealth-headless-browser detection, residential-proxy classification, cursor and scroll behaviour, SIMD-CPU signatures and your own Access Rules layered on top. Real users pass invisibly. Suspicious sessions get a proof-of-work, puzzle or image challenge. Known-bad traffic never reaches your servers.

Live examples of what Prosopo is protecting in production today:

  • Ticketing platforms. Full-traffic edge deployment against professional ticket-touting bots, including VM-iOS and real-device botnets.
  • Subscription SaaS with free-tier scraping. The look-alike competitor pattern common in face-search, reverse-image, people-search and small-API businesses.
  • Crypto-wallet login endpoints. Blocking CAPTCHA-solver services attempting account takeover.

How Prosopo compares to DataDome, HUMAN and Arkose

CapabilityProsopoDataDomeHUMANArkose Labs
Behavioural analysis
Residential-proxy detection
Invisible-first UX (no default challenge) game challenges
EU-hosted processing enterprise
Widget cookieless by default
Blocks trace to a human-readable rule Named Access Rule GenAI summary Sightline view "Telltales"
Raw event stream exportable to your SIEM Datadog / Splunk / Elastic / Sentinel Vendor dashboard Vendor dashboard Vendor dashboard
Agent-aware policy (AI agents)

For a CAPTCHA-layer comparison across the wider market, see Cloudflare Turnstile alternatives.

The alternative to Imperva, HUMAN, AWS WAF and Cloudflare

Evaluating Cloudflare Bot Management, Imperva Advanced Bot Protection, AWS WAF Bot Control or HUMAN Bot Defender (formerly PerimeterX)? Three reasons teams pick Prosopo instead:

  1. Open source you can inspect. The base captcha is published on GitHub, so your security team can review the client-side code before adoption.
  2. Rules you can name. Every block traces back to a human-readable Access Rule in your dashboard, not to a black-box model score you cannot audit.
  3. A self-hosted option. If you need to run the platform fully on your own infrastructure, an obfuscated bundle of the advanced detection layers is available so no data has to leave your network.

All UK-incorporated, EU-processed, and available on a free tier so the fundamentals are not restricted to enterprise contracts.

Use cases

Deploy it wherever your traffic lives

Same detection stack, same rules, same dashboard, wherever it runs:

  • Edge enforcement. The primary mode for whole-site coverage. Verifies on Cloudflare Workers, AWS Lambda@Edge or Fastly Compute@Edge before requests reach your origin.
  • Backend SDK. For stacks without an edge worker. Node, PHP, Python, Go, Java, Ruby and .NET.
  • API gateway. In front of your APIs, returning a risk score on every request so your backend can decide what to do.
  • Drop-in widget. For form-level protection: login, signup, checkout, contact, comment. Open source on GitHub for a code review before it goes live.
  • WordPress and CMS plugins. 16 WordPress integrations, including Contact Form 7, Gravity Forms and WPForms.

Privacy and compliance built in

  • Cookieless widget by default. Nothing to add to your cookie banner under the ePrivacy Directive. Edge-mode deployments may set first-party session cookies for session continuity only.
  • Fits GDPR, CCPA and HIPAA programmes. A Data Processing Agreement is available for enterprise customers, and your data is never resold to ad networks or used as a cross-tenant training signal without your opt-in.
  • Bots profiled cross-site, real users are not. A scraper we spot on one customer's site is blocked when it shows up on yours; real users are never cross-site tracked.
  • EU-only or US-only verification endpoints on request. Pick the region your verification data is processed in.
  • UK-incorporated, EU-processed. Full details in the privacy policy.

Book a call with a security engineer

Ready to evaluate? Bring an attack log or your threat model to the first call. The demonstration is far more useful when it runs against your own traffic than against a scripted one, and the first call is 30 minutes with a Prosopo engineer, not a sales representative.

Getting started

PoC to production in days

Three steps, not a six-month vendor onboarding.

1

Step 1: Talk to an engineer

Book a 30-minute call directly with a Prosopo engineer, not a sales representative. Bring an attack log or your current threat model, and we will demonstrate exactly what Prosopo catches on your live traffic before any pricing conversation.

2

Step 2: Integrate

Drop-in widget for forms. Edge deployment on Cloudflare Workers, AWS Lambda@Edge or Fastly Compute@Edge for full-traffic protection. Backend SDKs for Node, PHP, Python, Go, Java, Ruby and .NET.

3

Step 3: Baseline, deploy, investigate

Prosopo baselines your legitimate traffic before enforcement is enabled, so real users see nothing when the platform goes live. From then on, every block is traceable to a specific rule in the portal or over the API.

By the numbers

Trusted by companies of all sizes.

Active websites
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Monthly verifications
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Bots stopped per month
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Reviews

Our customers love us.

Hundreds of businesses have made the switch from reCAPTCHA and hCaptcha to Prosopo. Here's what they have to say.

Frequently Asked Questions

What is bot defense?

Bot defense is the practice of detecting and stopping automated attacks against your web and mobile app. It combines behavioural analysis, device and TLS fingerprinting (JA4), network reputation and adaptive challenges. Layers stack so if one signal is spoofed, another catches the attacker. Prosopo runs the same stack at the CDN edge, inside your backend SDK and in the widget on any form, so one platform covers your whole site.

How is bot defense different from a CAPTCHA?

A CAPTCHA is one layer: a challenge shown to the user. Bot defense is the whole system: silent detection, adaptive escalation to a challenge only when the score demands it, and an integrated response (block, throttle, step-up). Modern bots defeat single-layer CAPTCHAs cheaply via solving farms, so the detection has to happen before the CAPTCHA fires.

Can Prosopo stop credential stuffing and account takeover?

Yes. Every login and password-reset request is scored against behavioural, device, JA4 and network signals. Real users pass invisibly, credential-replay infrastructure is throttled or blocked, and every block returns the reason and the signals that fired. See the credential stuffing use case for the full pattern.

Does Prosopo fit our GDPR, CCPA and HIPAA compliance work?

Yes. The widget is cookieless by default (edge-mode deployments may set first-party session cookies for continuity), real users are not profiled across sites, and EU-only verification endpoints are available on request. The data-handling posture is designed to sit inside GDPR, CCPA and HIPAA programmes; a Data Processing Agreement is available for enterprise customers. UK-incorporated, engineered in the UK. See the GDPR-compliant CAPTCHA page for the full data-handling posture.

Can Prosopo run self-hosted?

Yes. The base captcha (challenges, collectors, client integration) is open source on GitHub, so you can review the code and self-host the challenge stack. The advanced site-wide, behavioural and intent-scoring layers are proprietary; if you need those running fully on your own infrastructure, we provide a periodic obfuscated bundle so the open-source side remains reproducible and the proprietary side stays current with the threat model.

Which bot management vendors did Forrester name in Q2 2026?

Forrester's Q2 2026 Wave for Bot and Agent Trust Management named DataDome, HUMAN and Kasada as Leaders; Arkose Labs, CHEQ and Netacea as Strong Performers; hCaptcha and Google reCAPTCHA Enterprise as Contenders. Prosopo is the specialist alternative in the same category, with every verdict traceable to a human-readable rule instead of a black-box score. Full comparison on the Forrester Wave 2026 breakdown.

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