DataCops vs Polygraph

Fraud detection with detection, remediation, and reporting unified.

Polygraph surfaces ad fraud patterns. DataCops surfaces them and acts on them in real time - blocking at the capture layer, cleaning CAPI signals, and feeding back to ad platforms automatically.

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

Blocking bots is table stakes. What happens after is what matters.

DataCops detects, blocks, and feeds clean signals back to your ad platforms - in one layer, not three separate tools.

Reporting Cycle
PolygraphWeekly report cycle - reactive, not proactive
DataCopsReal-time fraud scoring - blocks before it fires
Polygraph's model is to surface fraud patterns in periodic reports. Budget has already burned and CAPI data is already dirty by the time a weekly report identifies the pattern. DataCops scores every session in real time.
CAPI Integration
PolygraphNo CAPI integration - fraud reports stay in Polygraph
DataCopsFraud signals auto-suppress CAPI events instantly
Polygraph analyzes ad fraud but has no mechanism to send suppression signals to Meta CAPI or Google Enhanced Conversions. The ad platforms continue training on fraudulent conversion patterns between report cycles.
Blocking Capability
PolygraphDetection and reporting - blocking requires manual action
DataCopsReal-time automated blocking at capture layer
Polygraph surfaces where fraud is happening. Acting on it - adding exclusions in ad platforms, suppressing conversion events, cleaning CRM data - requires manual intervention after each report.
Per-Visitor Fraud Score
PolygraphAggregate analysis - no per-session real-time score
DataCopsReal-time score per session before event fires
Polygraph identifies fraud patterns at the campaign or placement level. It doesn't provide a per-visitor fraud score that can be used to suppress individual conversion events in real time.
First-Party Analytics
PolygraphNo analytics - fraud reporting only
DataCopsFirst-party analytics built into same platform
Polygraph is a reporting layer. Teams still need a separate first-party analytics platform to see legitimate traffic, and must reconcile Polygraph's fraud data with their analytics data manually.
Signup Fraud Detection
PolygraphAd fraud focus - no form-level scoring
DataCopsReal-time form-level fraud scoring included
Polygraph focuses on media buying fraud - invalid impressions, click fraud, and placement abuse. Fake lead form submissions are a separate attack surface not covered by Polygraph's models.
Consent Management
PolygraphNone - ad fraud tool only
DataCopsTCF 2.2 certified CMP included
Polygraph has no consent management at any tier. DataCops includes TCF 2.2-certified consent management with fraud scoring running under legitimate interest regardless of consent outcome.
Stack Integration
PolygraphStandalone reporting tool - separate from your data stack
DataCopsIS the data stack - capture, fraud, consent, CAPI unified
Polygraph provides value as a reporting layer alongside an existing stack. DataCops replaces the capture and routing layer entirely - fraud blocking is built into the data pipeline, not added on top of it.
Pricing
PolygraphSeparate fraud reporting subscription on top of existing tools
DataCopsFlat monthly - fraud detection included with analytics and CAPI
Polygraph is an add-on cost to your existing analytics and CAPI stack. DataCops includes fraud detection alongside analytics and CAPI in a single flat monthly price.
Time-to-Impact
Polygraph1-week minimum lag before fraud patterns surfaced
DataCopsImmediate - first fraudulent session blocked within seconds of install
Polygraph's weekly reporting means you're always operating on last week's data. DataCops begins scoring and blocking on the first session after install - no waiting period, no manual action required.

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

The Reporting vs Action Gap

Fraud reports are only useful if they drive immediate action on your data stack.

Polygraph provides detailed analysis of where ad fraud is happening. That visibility is valuable. But a weekly report of fraud patterns is a lagging indicator - by the time you act on it, budget has already burned, and conversion data has already been polluted.

The gap between reporting and remediation

Most fraud reporting tools, including Polygraph, operate in a reporting loop: detect → report → manual exclusion → next cycle. DataCops operates in a blocking loop: detect → block at capture → never route to analytics or CAPI. The outcome for data quality is materially different.

Polygraph surfaces aggregate fraud patterns but doesn't maintain per-visitor fraud scores that integrate with conversion tracking in real time. The conversion event has already been sent to Meta CAPI before a Polygraph report identifies the session as fraudulent.

Polygraph's value proposition is post-hoc analysis and IP/site exclusion management. For teams that want proactive fraud blocking and CAPI-integrated signal suppression, a separate set of integrations is required on top of the Polygraph platform.

DataCops: real-time detection, blocking, and CAPI cleanup

DataCops scores every session in real time. Fraudulent sessions are flagged before any conversion event fires - not after a weekly review cycle. CAPI destinations receive only clean events. Ad-platform optimization never trains on a single fraudulent conversion.

DataCops provides the same fraud analysis visibility as reporting tools - traffic quality scores, fraud category breakdowns, and channel-by-channel invalid rate analysis - but the remediation is automatic, not a manual workflow.

Teams replacing Polygraph with DataCops gain proactive blocking, real-time CAPI integration, and first-party analytics for legitimate traffic - all from the same install that previously only managed fraud reporting.

Cut fraud spend in one afternoon

Point your tracking at DataCops and bot traffic stops draining budget within 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

Most fraud tools rely on IP blacklists and basic heuristics - effective against older bots, weak against modern ones that rotate IPs and mimic human behavior. DataCops uses device fingerprinting, interaction patterns (mouse, scroll, keystroke timing), and network signals (proxy, VPN, datacenter) scored in under 50 ms, then blocks or flags before conversion tracking fires.

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