CISO Tribune

Vendor comparison · 2 companies

Sift vs Veriff

Sift sells a fraud prevention platform with automated fraud decisioning. Veriff sells an identity verification platform that covers identity, biometric, and business verification. CISO Tribune files both under Fraud prevention. This page sets the two records side by side: what each sells, where it is based, who owns and funds it, the customers it names and its recent news, each fact numbered to its source.

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  • Sift
  • Veriff
Sift vs Veriff: Products, Customers and Funding Compared
SiftSift sells a fraud prevention platform with automated fraud decisioning.sift.comVeriffVeriff sells an identity verification platform that covers identity, biometric, and business verification.veriff.com
What it sells
  • Sift Score API[3][7]Adds external context to internally-built risk models.
  • Attack Detection Agent[3]Spots, assesses, and helps teams respond to attacks.
  • Sift Professional Services[5]Supports implementation and ongoing optimization.
  • Fraud Protect[10]Fraud Protect is the core package of fraud mitigation features, designed to protect an organization during the IDV process.
  • Liveness[4][11]Veriff’s Liveness solution uses AI and biometric facial analysis to verify users with a quick selfie.
  • Age Validation[9]Veriff’s Age Validation solution confirms whether users are above a minimum age threshold.
Categories
Headquarters
San Francisco, United States[2]Tallinn, Estonia[3]
Founded
20112015[2]
Ownership and funding
Not stated on its pagesNot stated on its pages
Named customers
Not stated on its pagesNot stated on its pages
Recent news
Not stated on its pages
  • March 17, 2026Veriff appointed Rob Brazier as Chief Product Officer to oversee its product strategy.[18]
  • February 25, 2026Veriff launched an upgrade to Veriff for Marketplaces, its trust and safety suite for marketplace participants.[19]
  • February 17, 2026Veriff partnered with Data Zoo to integrate Data Zoo's authoritative global data into its identity verification platform.[17]
  • February 5, 2026Veriff announced it has acquired Vespia, an Estonia-based Know Your Business technology provider, with financial terms undisclosed.[2]
  • January 27, 2026Veriff reported a 100% detection rate of synthetic fraudulent documents in benchmarking against the IDNet dataset.[20]
G2 and Gartner Peer Insights
  • G2: listed, seen November 3, 2026[7]
  • Gartner Peer Insights: Not stated on its pages
Who it fits
Sift names internet and software businesses selling subscriptions, digital content, or in-app items, along with neobanks, cryptocurrency exchanges, NFT marketplaces, and digital wallets. Sift also addresses food and delivery merchants and online gaming operators. Sift Score API is built for data science-focused digital businesses that run their own risk models. Sift describes its platform as built for analyst-driven teams.From its own pages, Veriff sells mainly to high-growth brands that need identity, biometric, and business verification. Veriff's case studies cover fintech, crypto, and marketplace teams that use Veriff for identity verification, biometric authentication and KYB. Veriff offers a Self-Serve option aimed at SMBs. Veriff offers custom-priced Enterprise identity verification built around the customer's use case. Veriff's Age Validation page addresses businesses that provide age-gated content, goods, or services.
Last verified
September 27, 2026September 27, 2026

Where they overlap

  • Sift and Veriff are both filed under Fraud prevention.

Where they differ, field by field

  • Sift's primary category is Fraud prevention; Veriff's is Identity verification.
  • Sift lists Sift Score API, Attack Detection Agent and Sift Professional Services. Veriff lists Fraud Protect, Liveness and Age Validation.
  • Sift is headquartered in San Francisco, United States. Veriff is headquartered in Tallinn, Estonia.
  • Sift was founded in 2011. Veriff was founded in 2015.

What it sells: Sift

What Sift Score API does[3][7]
Sift Score API adds external context to internally-built risk models. Sift Score API is a modular fraud intelligence solution that delivers real-time risk scores derived from over 1 trillion annual events and 16,000+ fraud signals accumulated over 13 years. Sift Score API connects internally-built fraud systems to the Global Data Network, with Console access available to full-platform Sift customers.
What Sift Professional Services does[5]
Sift Professional Services supports implementation and ongoing optimization. The services range from project management and integration guidance to managed services for workflow auditing, model tuning, labeling, and strategic reviews.

What it sells: Veriff

What Fraud Protect does[10]
Veriff Fraud Protect uses machine learning powered checks, fraud network mitigation strategies, and in-house experts to help protect an organization against fraud. Fraud Protect adds the facial biometrics of individuals suspected of fraud to a blocklist, preventing repeated attempts to access the business. Insights and fraud risk signals from Fraud Protect features are available in Veriff Station.
What Liveness does[4][11]
Veriff says passive liveness eliminates the need to perform actions such as blinking, smiling, or nodding. Veriff offers optional background video recording for advanced fraud prevention checks with minimal input from users.
What Age Validation does[9]
Veriff extracts the date of birth from a submitted ID, checks it against the customer's age threshold, and returns a pass or fail verdict automatically. Veriff can automatically decline users below a predefined age threshold.

Questions about Sift and Veriff

What do Sift and Veriff sell?
Sift sells Sift Score API, Attack Detection Agent and Sift Professional Services. Veriff sells Fraud Protect, Liveness and Age Validation.
Are Sift and Veriff in the same category?
They share Fraud prevention. Sift's primary category is Fraud prevention and Veriff's is Identity verification.
Where are Sift and Veriff headquartered?
Sift is headquartered in San Francisco, United States. Veriff is headquartered in Tallinn, Estonia.
When were Sift and Veriff founded?
Sift was founded in 2011. Veriff was founded in 2015.
Who are Sift and Veriff sold to?
Sift names internet and software businesses selling subscriptions, digital content, or in-app items, along with neobanks, cryptocurrency exchanges, NFT marketplaces, and digital wallets. From its own pages, Veriff sells mainly to high-growth brands that need identity, biometric, and business verification.
What have Sift and Veriff announced recently?
March 17, 2026: Veriff appointed Rob Brazier as Chief Product Officer to oversee its product strategy.

About Sift

Sift sells a fraud prevention platform with automated fraud decisioning. Sift assesses risk continuously across signup, login, account activity, payments, and post-purchase abuse, and connects configurable workflows, cross-journey data, and analyst tooling into one system. Sift's platform detects and stops fraud across the entire customer journey.[1][5][6]

Sift's platform collects customer and event data, adds global intelligence, and builds digital profiles across the user journey. Sift assesses risk using custom, industry, and global models. Sift automates responses with dynamic friction and decisioning across the entire user journey. Sift's platform uses reporting, case management, and workflow analysis. Sift Professional Services supports implementation and ongoing optimization, from project management and integration guidance to managed services for workflow auditing, model tuning, labeling, and strategic reviews. Attack Detection Agent spots, assesses, and helps teams respond to attacks.[5]

Sift's global data network processes more than 1 trillion events annually. Custom models are tailored to individual customers' unique fraud patterns, Global models capture broader fraud trends, and ThreatClusters provide industry-specific insights derived from related cohorts. Sift Score API is a modular fraud intelligence solution that delivers real-time risk scores derived from over 1 trillion annual events and 16,000+ fraud signals accumulated over 13 years. Sift Score API connects internally-built fraud systems to the Global Data Network, with the same level of risk insight and Console access available to full-platform Sift customers. When an internal risk engine submits real-time data via API calls, such as IP address, email, device fingerprint, and transaction details, Sift cross-references that input against the Global Data Network.[5][7]

For payment fraud, Sift analyzes every transaction in milliseconds using global data, real fraud patterns, and expert insight. Sift offers real-time scoring in under 150 milliseconds, backed by a Global Data Network of 1 trillion+ annual events and 16,000+ risk signals. For account takeover, Sift combines patented ATO risk scoring with device, location, behavioral, and network signals to uncover suspicious logins and fraud patterns. Sift shows why a login was approved, flagged, challenged, or blocked. Built-in email and SMS verification from Sift can be branded as the customer's own. For signups, Sift uses ensemble AI and ML models that combine device fingerprinting, identity signals, and insights from Sift's Global Data Network to catch fake accounts before they convert. Sift applies built-in step-up challenges only in response to suspicious activity.[8][9][10]

Sift provides a no-code decision engine, workflow simulation, and block and accept lists that let teams test policy changes on historical traffic and launch them without a developer. Sift offers turnkey integrations with IDV, 3DS, KYC, and AML providers. Sift's console gives analysts risk summaries, network visualization, and bulk decisioning in one place. Sift Workflows run routine decisions automatically. Sift customers can deploy Payment Protection with Account Defense.[5][8][10]

For food and delivery merchants, Sift secures transactions, accounts, and loyalty programs. Sift's gaming use case detects linked accounts and stops deposit fraud, bonus abuse, and account takeover tied to cash-out. Sift protects high-value bookings from payment fraud and account takeover for travelers. Sift's platform enables internet and software businesses selling subscriptions, digital content, or in-app items to protect revenue.[6][11][13]

Sift Science, Inc. is the company that uses the name Sift.[6][12][14][15]

Sift on the record

Sources

Sift full record

  1. [1]sift.comSift · sift.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Sift science raises 30m new fundingSift · sift.com · published July 19, 2016 · Tier A
  3. [3]Fraud Prevention Platform for Digital Business | SiftSift · undated page, accessed October 28, 2026 · Tier A
  4. [4]Sift Reviews 2026: Details, Pricing, & Features | G2G2 · undated page, accessed October 28, 2026 · Tier C
  5. [5]Fraud Prevention Platform for Revenue Growth | SiftSift · undated page, accessed November 10, 2026 · Tier A
  6. [6]Fraud Prevention Solutions by Use Case & Industry | SiftSift · undated page, accessed November 10, 2026 · Tier A
  7. [7]Sift Score API | Add Fraud Risk Scores to Your ModelsSift · undated page, accessed November 10, 2026 · Tier A
  8. [8]Online Payment Fraud Prevention Solutions | SiftSift · undated page, accessed November 10, 2026 · Tier A
  9. [9]Account Takeover Prevention | Stop ATO in Real TimeSift · undated page, accessed November 10, 2026 · Tier A
  10. [10]Fake Account Creation Prevention Software | SiftSift · undated page, accessed November 10, 2026 · Tier A
  11. [11]Food Delivery Fraud Prevention: Stop Fake Orders | SiftSift · undated page, accessed November 10, 2026 · Tier A
  12. [12]Fintech Fraud Prevention for Neobanks & Payments | SiftSift · undated page, accessed November 10, 2026 · Tier A
  13. [13]SaaS & Digital Goods Fraud Prevention Software | SiftSift · undated page, accessed November 10, 2026 · Tier A
  14. [14]Legal and Compliance - SiftSift · undated page, accessed November 10, 2026 · Tier A
  15. [15]iGaming Fraud Prevention | Stop Bonus & Cash-Out AbuseSift · undated page, accessed November 10, 2026 · Tier A
  16. [16]Sift Reviews, Ratings & Features 2026 | Gartner Peer InsightsGartner Peer Insights · undated page, accessed November 10, 2026 · Tier C

Veriff full record

  1. [1]veriff.comVeriff · veriff.com · undated page, accessed September 27, 2026 · Tier A
  2. [2]Veriff acquires Vespia, advancing its vision for a unified Trust PlatformVeriff · undated page, accessed September 27, 2026 · Tier A
  3. [3]Our locationsVeriff · veriff.com · undated page, accessed September 27, 2026 · Tier A
  4. [4]The Global Leader in Identity Verification Software - VeriffVeriff · undated page, accessed October 30, 2026 · Tier A
  5. [5]HMAC Authentication and Endpoint Security | Veriff.comVeriff · undated page, accessed October 30, 2026 · Tier A
  6. [6]Verified and Trusted by Customers Worldwide - VeriffVeriff · undated page, accessed October 30, 2026 · Tier A
  7. [7]Veriff Reviews 2026: Details, Pricing, & Features - G2G2 · undated page, accessed October 30, 2026 · Tier C
  8. [8]Comprehensive Document & Identity Verification - VeriffVeriff · undated page, accessed November 3, 2026 · Tier A
  9. [9]Increase Conversions with Easy Age Validation - VeriffVeriff · undated page, accessed November 3, 2026 · Tier A
  10. [10]Secure Your Business with Veriff Fraud Protect - VeriffVeriff · undated page, accessed November 3, 2026 · Tier A
  11. [11]Fast, Convenient & Accurate Liveness Detection | Veriff.comVeriff · undated page, accessed November 3, 2026 · Tier A
  12. [12]Welcome to the Trust Center - VeriffVeriff · undated page, accessed November 3, 2026 · Tier A
  13. [13]Veriff pricing & KYC plans | Self-Serve & EnterpriseVeriff · undated page, accessed November 3, 2026 · Tier A
  14. [14]Case Studies - VeriffVeriff · undated page, accessed November 3, 2026 · Tier A
  15. [15]Rebellion redefine banking from SpainVeriff · undated page, accessed November 3, 2026 · Tier A
  16. [16]Security and ComplianceVeriff · undated page, accessed November 3, 2026 · Tier A
  17. [17]Veriff and Data Zoo partner to strengthen global identity trustVeriff · published February 17, 2026 · Tier A
  18. [18]Veriff appoints Rob Brazier as Chief Product Officer to lead next phase of trust infrastructure strategyVeriff · published March 17, 2026 · Tier A
  19. [19]Veriff upgrades Marketplace suite to strengthen trust across dual-sided digital ecosystemsVeriff · published February 25, 2026 · Tier A
  20. [20]Veriff sets new industry benchmark: 100% detection rate of synthetic identity documents in global IDNet testingVeriff · published January 27, 2026 · Tier A

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