DataCops vs PostHog

Replace PostHog with first-party analytics that captures the users it's blocking.

PostHog's product analytics depends on events it receives — and ad blockers remove those for 50–80% of technical B2B users. DataCops captures everything first-party from your own subdomain, scores every session for fraud, and routes verified conversions to your ad platforms. No PostHog domains in the browser.

Start Free
40–60%of conversions lost to ad blockers in legacy tools
< 30 minto go live with DataCops - one script, one CNAME
9–10event match quality on Meta & Google after switch

Why first-party wins - feature by feature

DataCops doesn't just replace a tracker. It eliminates the three root causes of missing data - blocking, cookie limits, and consent gates - all from a single install.

Per-Event Billing
PostHogFree up to 1M events; paid tiers above
DataCopsFlat monthly - no per-event charges
PostHog's billing is per-event above the free tier. Autocapture generates high event volumes quickly - a seemingly generous free tier can become expensive as you instrument more interactions.
Session Replay
PostHogSession replay included - genuine strength
DataCopsSession replay included
PostHog's session replay is a genuine competitive strength. DataCops also includes session replay, so this capability isn't a reason to choose PostHog over DataCops.
CAPI Integration
PostHogNo ad-platform CAPI routing
DataCopsMeta, Google, TikTok, LinkedIn CAPI built-in
PostHog is a product analytics platform with no native pathway to Meta Conversions API or Google Enhanced Conversions. Conversion data stays in PostHog and never improves ad-platform optimization.
Self-Hosting Complexity
PostHogKubernetes required for production self-hosting
DataCopsCloud-hosted on your subdomain - no infra to manage
PostHog's self-hosted deployment requires Kubernetes (via Helm), ClickHouse, Redis, and PostgreSQL. Engineering teams routinely report multi-week deployment timelines for a stable production setup.
Ad Blocker Resistance
PostHogapp.posthog.com blocked by uBlock, Brave
DataCopsFirst-party subdomain - invisible to block lists
PostHog Cloud's endpoint and SDK are known analytics domains. Brave's default shield and uBlock Origin's default lists block PostHog by default - invisibly excluding 30–60% of technical users.
Consent Management (CMP)
PostHogNo CMP - separate tool required
DataCopsTCF 2.2 certified CMP included
PostHog has no built-in consent management. EU-facing teams must integrate a separate TCF-certified CMP and manually wire it to control when PostHog fires - an extra integration with known breakage points.
Fraud & Bot Filtering
PostHogNo real-time fraud scoring
DataCopsReal-time behavioral + fingerprint scoring
PostHog's autocapture records everything the script sees - including bot interactions, headless browsers, and automated test scripts. Product teams are analyzing bot-inflated funnels without knowing it.
Server-Side Identity
PostHogClient-side distinct_id - breaks on ITP and cookie clear
DataCopsServer-side: email + phone + device fingerprint
PostHog generates a distinct_id from a client-side cookie or localStorage. ITP resets this on Safari every 7 days. Returning users appear as new users repeatedly, corrupting retention analysis.
Signup Fraud Detection
PostHogNot available
DataCopsReal-time form scoring: disposable emails, bots, velocity
PostHog captures form submission events but has no fraud scoring. Fake signups and bot-generated leads flow into PostHog funnels as valid conversions, inflating activation and onboarding metrics.
Session Capture on Consent Reject
PostHogPostHog goes dark without consent
DataCopsNon-identifiable session collected by default
When a user rejects PostHog's consent requirement, the session disappears entirely. DataCops captures cookieless, non-identifiable session data under legitimate interest - keeping your full traffic picture intact.

One platform that captures, verifies, and activates - instead of patching three tools together.

The Capture Gap in PostHog

PostHog autocapture is only useful when it actually fires.

PostHog's autocapture is powerful for product analytics but runs from a JavaScript SDK that shares the same ad-blocker vulnerability as every client-side tool. And PostHog has no native path from product events to ad-platform CAPI.

What PostHog can't see - and can't send

PostHog's SDK is loaded from app.posthog.com or your PostHog Cloud endpoint - a known analytics domain. Technical users (the exact cohort PostHog product analytics is most valuable for) run uBlock Origin, Brave, or Firefox Enhanced Protection at rates of 50–80%. They never appear in PostHog at all.

PostHog doesn't route conversion events to Google Ads, Meta Ads, or any paid-social platform. Teams using PostHog for product analytics still need a separate CAPI solution (Meta Conversions API, Google Enhanced Conversions, sGTM) - and that solution typically relies on the same broken client-side data.

PostHog session replay is silent on users who block tracking. The sessions product managers most want to understand - abandoned funnels, confused flows - often belong to users who never show up because their blocker prevented PostHog from loading.

Replace PostHog with complete first-party analytics

DataCops captures events via a first-party script on your own subdomain — no app.posthog.com or third-party analytics domain ever loads in the browser. Developers, designers, and power users who run uBlock Origin or Brave start appearing in your analytics for the first time.

User identity is resolved server-side from email, device fingerprint, and session data — so profiles stay coherent across devices and Safari cookie resets. No more false churn from ITP-fragmented iOS sessions.

DataCops routes verified conversion events server-side to Meta CAPI, Google CAPI, and HubSpot — the ad-platform layer PostHog doesn't have. One install replaces PostHog, your pixel stack, and your CMP.

Switching is seamless

One script tag, one CNAME, and you're live in under 30 minutes.

Noise Background
Step 1
code

Add the Tracking Script and Validate

Paste this into your website's <head> tag:

<script src="https://datacops.yourdomain.com/core.js"></script>
Step 2
dns

Point Your DNS to DataCops

Add one CNAME record:

datacops
cdn.yourdomain.com

Live in 5-30 minutes. Complete data capture begins automatically.

Integration

Our Script almost works flawlessly with any website framework to collect analytics data in a more accurate manner!

DataCops Integration Ecosystem showing connections to Meta, Google Ads, LinkedIn, TikTok and various CMS platforms like WordPress, Shopify, and React

FAQ

Because your current tool is measuring a fraction of your actual traffic. Ad blockers, ITP, and consent dropoff silently remove 30–60% of sessions before they ever reach GA4, Mixpanel, Amplitude, or PostHog. DataCops runs on your own subdomain, captures the full picture, and feeds clean events to your existing stack - so you don't replace your BI layer, you just give it real data.

Live traffic quality

Updated just now

Visits · last 24h

487
Real users
35873.5%
Bots · auto-filtered
12926.5%

Without filtering, 26.5% of your reported traffic is bot noise inflating dashboards and draining ad spend.

Don't trust your analytics!

Make confident, data-driven decisions withactionable ad spend insights.

Setup in 2 minutes
No credit card