Products
AI Benchmark
Desktop
Mobile
Monthly visits
<5K
Sep 2026
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$79/mo
Higher than 83% of peersNiche median $19/mo
Creators
Jeff Milligan
@shieldlabs_ai· 9 followers+2 more creators
Launched
4mo ago
2026-07-30 · Est.

Traffic

Last 12 months
Monthly visitsData through Sep 2026 · Oct 2026 pending
Events6 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
X accounts@shieldlabs_ai@shieldlabs_ai

  • Launched on LaunchIgniter (8 upvotes)Launch

    ShieldLabs — Fraud detection with traffic quality scoring

    Sep 21 · 54d agoLaunch page

    At the time: <5K visits/moVisits: next 1 mo +472%1 concurrent move

  • Launched on BetaListLaunch

    ShieldLabs BOOSTED – Assess traffic quality, detect anonymity, and stop multi-accounting — Assess traffic quality, detect anonymity, and stop multi-accounting

    Sep 5 · 2mo agoLaunch page

    At the time: <5K visits/moVisits: next 1 mo +472%3 concurrent moves

  • Launched on DevHuntLaunch

    ShieldLabs — Fraud detection and prevention with traffic quality scoring, using visitor identification and anonymity detection with up to 99% accuracy. Stops multi-accounting, account sharing, fake signups and ad fraud.

    Aug 18 · 3mo agoLaunch page

    At the time: <5K visits/mo4 concurrent moves

  • Launched on Microlaunch (#61 · 2 upvotes · 1 comments)Launch

    ShieldLabs — $1f

    Aug 16 · 3mo agoLaunch page

    At the time: <5K visits/mo4 concurrent moves

  • Launched on Uneed (#14)Launch

    ShieldLabs — Anonymous visitor detection and risk scoring for fraud and abuse prevention

    Jul 31 · 4mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Fazier
2026-07-30Source
What engineers like:
-&nbsp; Identification :&nbsp;recognises&nbsp;a&nbsp;returning&nbsp;visitor&nbsp;through&nbsp;cleared&nbsp;cookies,&nbsp;incognito&nbsp;and&nbsp;IP&nbsp;rotation -&nbsp; Network&nbsp;Intelligence :&nbsp;detects&nbsp;VPN,&nbsp;proxy,&nbsp;Tor,&nbsp;Privacy&nbsp;Relay&nbsp;and&nbsp;datacenter&nbsp;IP -&nbsp; Device&nbsp;Intelligence :&nbsp;detects&nbsp;anti-detect&nbsp;browsers,&nbsp;browser&nbsp;automation&nbsp;and&nbsp;OS&nbsp;mismatch -&nbsp; Risk&nbsp;score :&nbsp;every&nbsp;visit&nbsp;scored&nbsp;0&nbsp;to&nbsp;100&nbsp;with&nbsp;the&nbsp;named&nbsp;signals&nbsp;that&nbsp;produced&nbsp;it -&nbsp; Patterns :&nbsp;correlation&nbsp;across&nbsp;accounts&nbsp;and&nbsp;devices,&nbsp;pointing&nbsp;to&nbsp;multi-accounting&nbsp;and&nbsp;account&nbsp;takeover -&nbsp; Traffic&nbsp;analytics :&nbsp;risk&nbsp;bands&nbsp;and&nbsp;traffic&nbsp;quality&nbsp;by&nbsp;channel,&nbsp;referrer&nbsp;and&nbsp;UTM -&nbsp; Setup :&nbsp;one&nbsp;JavaScript&nbsp;snippet,&nbsp;then&nbsp;REST&nbsp;API&nbsp;and&nbsp;webhooks
Best suited for:
-&nbsp; Multi-accounting :&nbsp;one&nbsp;person&nbsp;running&nbsp;many&nbsp;accounts&nbsp;to&nbsp;farm&nbsp;a&nbsp;benefit -&nbsp; Free-trial&nbsp;abuse :&nbsp;endless&nbsp;new&nbsp;trials&nbsp;from&nbsp;the&nbsp;same&nbsp;person -&nbsp; Bonus&nbsp;abuse :&nbsp;signup&nbsp;bonuses&nbsp;claimed&nbsp;repeatedly&nbsp;by&nbsp;the&nbsp;same&nbsp;person -&nbsp; Promo&nbsp;abuse :&nbsp;discount&nbsp;codes&nbsp;redeemed&nbsp;far&nbsp;beyond&nbsp;intent -&nbsp; Referral&nbsp;fraud :&nbsp;self-referrals&nbsp;and&nbsp;fake&nbsp;invitees -&nbsp; Loyalty&nbsp;fraud :&nbsp;points&nbsp;and&nbsp;rewards&nbsp;farmed&nbsp;illegitimately -&nbsp; New-account&nbsp;fraud :&nbsp;fraudulent&nbsp;signups&nbsp;at&nbsp;registration -&nbsp; Account&nbsp;takeover :&nbsp;someone&nbsp;else&nbsp;logging&nbsp;into&nbsp;a&nbsp;real&nbsp;user's&nbsp;account -&nbsp; Account&nbsp;sharing :&nbsp;one&nbsp;subscription&nbsp;used&nbsp;by&nbsp;many&nbsp;people -&nbsp; Ban&nbsp;evasion :&nbsp;banned&nbsp;users&nbsp;returning&nbsp;under&nbsp;new&nbsp;identities -&nbsp; Paywall&nbsp;bypass :&nbsp;reading&nbsp;paid&nbsp;content&nbsp;without&nbsp;paying -&nbsp; Payment&nbsp;fraud :&nbsp;fraudulent&nbsp;transactions -&nbsp; Ad&nbsp;fraud :&nbsp;paid&nbsp;traffic&nbsp;that&nbsp;is&nbsp;not&nbsp;real&nbsp;people -&nbsp; Location&nbsp;spoofing :&nbsp;faked&nbsp;geography&nbsp;to&nbsp;reach&nbsp;restricted&nbsp;content&nbsp;or&nbsp;pricing -&nbsp; Sybil&nbsp;attack :&nbsp;many&nbsp;fake&nbsp;identities&nbsp;to&nbsp;sway&nbsp;a&nbsp;system,&nbsp;common&nbsp;in&nbsp;crypto&nbsp;and&nbsp;Web3 -&nbsp; Returning&nbsp;visitor&nbsp;recognition :&nbsp;the&nbsp;positive&nbsp;side,&nbsp;recognising&nbsp;a&nbsp;good&nbsp;customer&nbsp;instead&nbsp;of&nbsp;asking&nbsp;them&nbsp;to&nbsp;prove&nbsp;who&nbsp;they&nbsp;are&nbsp;again

Traffic sources

Sep 2026

Traffic breakdown

Channels

  • Direct36%
  • Organic Search31%
  • Referrals12%
  • Social7%
  • Other15%

Countries

  • India71%
  • United States29%

Search

Domain authority —Domain registered 2025-09-08

KeywordMonthly volume
explain what is sound fingerprint120
shield webhook110
"how to detect anti-detect browsers70
best system to detect multiple accounts on my platform50
a tool to detect atni detect broser40

Traffic data: Vaneform

Pricing

Starter
$79/mo (billed annually)
25,000 identifications / month
Growth
$319/mo (billed annually)
150,000 identifications / month
Scale
$799/mo (billed annually)
500,000 identifications / month
Free
Unknown
5,000 identifications · one domain

Trial: None · 3 paid tiers ($79–$799) · Observed 2026-11-03 · Pricing page

Entry price $79/mo, Higher than 83% of peers; “Fraud Prevention & Verification” median is $19/mo.View pricing benchmark

Pages & changes

Tracked since 2026-07-31

Key pages

Weekly snapshots

Changes

No pricing, plan, or positioning changes detected since tracking started.

Questions & evidence

How much does ShieldLabs cost?
Starter: $79/mo (billed annually); Growth: $319/mo (billed annually); Scale: $799/mo (billed annually); Free: Unknown. Observed 2026-11-03. Check the source for current billing terms, usage limits and taxes.Source
How much website traffic does ShieldLabs get?
Vaneform estimates <5K website visits in 2026-09. Visits can include repeat visits; this estimate measures web traffic separately from paying customers or revenue.Source
What is ShieldLabs and what platforms does it support?
ShieldLabs is catalogued under Fraud Prevention & Verification: Stop abuse of your product.. Supported platforms: API.

Related products in this category

Security & Privacy / Fraud Prevention & Verification

These products share a catalog category. Compare customer tasks, features and deployment requirements before treating them as alternatives.