Risk Analytics Solution

Traffic quality and risk analytics.
Find risky sources.

Bots and repeat accounts can make acquisition channels look stronger than they are. ShieldLabs scores traffic quality by source, helping you focus spend on genuine visitors.

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Traffic quality

13Trusted
0100
Trusted61.0%
Suspicious24.5%
Dangerous14.5%
ChannelGoogle Ads18
Referrerpartner.example23
Campaignspring_launch42

One traffic quality score

See the overall risk of traffic in the selected period.

Source-level insights

Get quality results for channels, referrers and UTM campaigns.

Explore every entity

Search visitors, users, devices and IPs.

Investigate account abuse

Get ready-made high-risk events, named signals and linked accounts.

Anonymous website visitor tracking

From traffic quality
to the underlying evidence.

ShieldLabs recognizes anonymous website visitors and shows the risk behind each acquisition source. Start with traffic quality, then find identified visitors and detected account abuse behind the totals.

Acquisition quality

Volume tells you how much.
Risk tells you what arrives.

ShieldLabs combines website visitor tracking with source-level traffic quality. Direct acquisition spend toward genuine customers and catch risky traffic before increasing budget.

SourceVisitsTraffic score
Google Ads64018
Direct2309
YouTube13046

Traffic quality and detected risk in one result.

Channels and referrers

Identify the acquisition paths bringing risky traffic to your product.

UTM campaign context

Retain source, medium, campaign, content and term with identified visits.

Visitor analytics and quality

Recognize anonymous and returning visitors alongside the quality of their acquisition sources.

The ShieldLabs platform

Understand the traffic.
Know the risk behind it.

Combine identification with device and network intelligence, named risk signals, ready-made account abuse detection and traffic quality analytics.

Enterprise-level functionality. Without enterprise pricing.

How it works

Start understanding your traffic.

Connect your product and get traffic quality results for the sources bringing visitors.

  1. 01

    Add the snippet or SDK

    Connect your product and start identifying incoming traffic.

  2. 02

    Receive traffic quality results

    Get source-level results and trusted, suspicious or dangerous assessments.

  3. 03

    Focus on better traffic

    Find risky acquisition sources and protect your growth budget.

Developers

Integrate in
5 minutes.

A single API to identify, detect and score. Receive risk data through API responses and webhooks. Integrate selected data points into your business logic to prevent fraud and abuse.

identification.scored

Risk Analytics Solution

Make risk visible.
Stop abuse of your product.

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FAQ

Understand the result.
Put it to work.

What is traffic quality scoring?

Traffic quality scoring summarizes the risk of identified traffic, with Trusted, Suspicious and Dangerous shares and quality results by acquisition source.

How does ShieldLabs analytics help prevent fraud?

ShieldLabs shows detected account abuse, bots and risk results across visitors, users, devices and IPs. Traffic quality by source helps protect acquisition spend and product access.

What source information is available?

Traffic attribution includes channel, referrer domain, landing URL, click-ID type and UTM source, medium, campaign, content and term.

Is the traffic score the same as a visit score?

The numeric score belongs to an identification. Traffic quality and source scores summarize scored identifications within the selected period.

What does anonymous website visitor tracking show?

ShieldLabs recognizes returning browser visitors and connects their scored visits with traffic sources. Console shows visitors, users, devices and IPs alongside detected risk and account abuse. It does not reveal an anonymous person’s name or email.

Can I review the signals behind a campaign’s traffic?

Yes. Start with a source or campaign, then explore the visits and their named signals to understand the risk behind the aggregate.

How can traffic quality analytics help plan acquisition spend?

See visit volume and traffic quality for each channel, referrer and UTM campaign. Find sources bringing risky visitors, bots and account abuse before expanding acquisition budgets.

Can ShieldLabs identify anonymous website visitors by name?

No. It recognizes returning browser visitors and links their scored visits to traffic sources. Names and email addresses only come from accounts supplied by your product.