# Ping Identity vs Sift Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Sift excels in user experience, with many praising its **intuitive interface** and ease of integration with various applications. Users appreciate how quickly they can access important information and complete tasks without encountering bugs.
- **Users say** that Sift's implementation process is notably smooth, with feedback highlighting the **simple setup** that allows for quick onboarding. One user mentioned that the initial setup was easy, as it was already configured in their Okta login, making it hassle-free.
- **Reviewers mention** that while Ping Identity offers good integration capabilities, especially for large organizations, some users find the configuration options to be more complex. However, they appreciate the **forward-thinking approach** to identity management, which helps in aligning with their specific requirements.
- **According to verified reviews** , Sift stands out with its high ratings in support quality, with users noting that the support team is responsive and helpful. This contributes to a positive overall experience, as users feel they have a reliable partner in managing their fraud detection needs.
- **Users highlight** that Ping Identity provides a modern user experience with its new PingOne console, which is described as **light and user-friendly**. This has enhanced the overall usability for many, although some still find the learning curve a bit steep compared to Sift.
- **G2 reviewers indicate** that Sift's focus on fraud detection is particularly effective, with users noting the ability to easily view fraud reports and verify scores. This functionality is crucial for businesses looking to enhance their security measures, making Sift a strong contender in this area.



| | Ping Identity | Sift | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.6 out of 5 | 
| **Total Reviews** | 124 | 610 | 
| **Largest Market Segment** | Enterprise (72.0% of reviews) | Mid-Market (56.8% of reviews) | 
| **Entry Level Price** | $3 Per User Per Month | $$ | 

---
## Top Pros & Cons

### Ping Identity

Pros:
- Customer Management (2 reviews)
- Ease of Use (2 reviews)

Cons:
- Limited Features (2 reviews)
- Authentication Issues (1 reviews)

### Sift

Pros:
- Ease of Use (71 reviews)
- Fraud Prevention (71 reviews)

Cons:
- Inaccuracy (29 reviews)
- Lack of Clarity (20 reviews)

---
## Ratings Comparison
| Rating | Ping Identity | Sift | 
|---|---|---|
  | **Meets Requirements** | 9.0 (84 reviews) | 9.0 (550 reviews) | 
  | **Ease of Use** | 8.8 (86 reviews) | 9.0 (561 reviews) | 
  | **Ease of Setup** | 8.4 (61 reviews) | 9.0 (387 reviews) | 
  | **Ease of Admin** | 8.3 (51 reviews) | 9.0 (193 reviews) | 
  | **Quality of Support** | 8.5 (78 reviews) | 9.0 (502 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.6 (50 reviews) | 8.9 (191 reviews) | 
  | **Product Direction (% positive)** | 8.4 (82 reviews) | 9.4 (534 reviews) | 

---
## Pricing

### Ping Identity

#### Entry-Level Pricing

Plan: Cloud MFA & SSO

Price: $3 Per User Per Month

Description: Ping Identity's IDaaS for IT Departments

Key Features:
- Unlimited multi-factor authentication
- Unlimited single sign-on
- Included contextual capabilities to balance security with convenience

[Learn more about Ping Identity](https://www.g2.com/products/ping-identity/reviews)

#### Free Trial

Yes

### Sift

#### Entry-Level Pricing

Plan: Volume-based pricing

Price: $$

Description: Volume-based pricing.


[Learn more about Sift](https://www.g2.com/products/sift-s-ai-powered-fraud-decisioning-platform-sift/reviews)

#### Free Trial

No

---
## Features Comparison By Category

### Single Sign-On (SSO)

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | 8.7/10 | 46 |
| **Sift** | N/A | N/A |

#### Authentication Options

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Authentication User experience** | 9.2 (37 reviews) | Not enough data | 
| **Supports Required Authentication systems** | 9.2 (35 reviews) | Not enough data | 
| **Multi-Factor Authentication** | 9.0 (35 reviews) | Not enough data | 
| **Supports Required Authentication Methods/Protocols** | 9.2 (36 reviews) | Not enough data | 
| **Federation/SAML support (idp)** | 9.1 (35 reviews) | Not enough data | 
| **Federation/SAML support (sp)** | 9.4 (29 reviews) | Not enough data | 

#### Access Control Types

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Endpoint access** | 8.6 (22 reviews) | Not enough data | 
| **Local Access** | 8.9 (28 reviews) | Not enough data | 
| **Remote Access** | 8.7 (25 reviews) | Not enough data | 
| **Partner Access** | 8.6 (18 reviews) | Not enough data | 
| **Supports BYOD users** | 9.0 (17 reviews) | Not enough data | 

#### Administration

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Ease of installation on server** | 8.8 (30 reviews) | Not enough data | 
| **Password Policy Enforcement** | 8.7 (21 reviews) | Not enough data | 
| **Administration Console** | 8.3 (29 reviews) | Not enough data | 
| **Ease of connecting applications** | 8.5 (32 reviews) | Not enough data | 
| **Self Service Password Administration** | 8.1 (15 reviews) | Not enough data | 

#### Platform

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Multiple Operating system support** | 9.4 (27 reviews) | Not enough data | 
| **Multi-Domain Support** | 8.8 (25 reviews) | Not enough data | 
| **Cross Browser support** | 8.8 (31 reviews) | Not enough data | 
| **Fail over protection** | 8.6 (25 reviews) | Not enough data | 
| **Reporting** | 7.3 (22 reviews) | Not enough data | 
| **Auditing** | 8.1 (27 reviews) | Not enough data | 
| **Third Party Web Services support** | 8.8 (23 reviews) | Not enough data | 

### Multi-Factor Authentication (MFA)

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | 8.1/10 | 21 |
| **Sift** | N/A | N/A |

#### Authentication type

| Feature | Ping Identity | Sift | 
|---|---|---|
| **SMS-Based** | 8.5 (8 reviews) ✓ Verified | Not enough data | 
| **Voice-Based Telephony** | 8.0 (5 reviews) ✓ Verified | Not enough data | 
| **Email-Based** | 8.9 (12 reviews) ✓ Verified | Not enough data | 
| **Hardware Token-Based** | 8.1 (7 reviews) ✓ Verified | Not enough data | 
| **Software Token** | 9.1 (13 reviews) ✓ Verified | Not enough data | 
| **Biometric Factor** | 7.9 (8 reviews) ✓ Verified | Not enough data | 
| **Mobile-Push** | 8.7 (14 reviews) ✓ Verified | Not enough data | 
| **Risk-Based Authentication** | 8.3 (8 reviews) ✓ Verified | Not enough data | 

#### Functionality

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Multi-Device Sync** | 7.7 (10 reviews) | Not enough data | 
| **Backup** | 7.7 (5 reviews) ✓ Verified | Not enough data | 

#### Implementation

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Easy Setup** | 7.8 (16 reviews) ✓ Verified | Not enough data | 
| **Mobile SDK** | 7.2 (10 reviews) ✓ Verified | Not enough data | 
| **Web SDK** | 7.9 (11 reviews) | Not enough data | 

### Fraud Detection

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | N/A | N/A |
| **Sift** | 8.8/10 | 475 |

#### Detection

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Payment Verification** | Not enough data | Feature Not Available | 
| **Bot Mitigation** | Not enough data | Feature Not Available | 
| **Real-Time Monitoring** | Not enough data | 9.0 (427 reviews) | 
| **Alerts** | Not enough data | 8.8 (413 reviews) | 

#### Analysis 

| Feature | Ping Identity | Sift | 
|---|---|---|
| **ID Analytics** | Not enough data | 8.9 (416 reviews) | 
| **Intelligence Reporting** | Not enough data | 8.9 (417 reviews) | 
| **Incident Reports** | Not enough data | 8.7 (407 reviews) | 

#### Administration

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Fraud Markers** | Not enough data | 9.1 (416 reviews) | 
| **Transaction Scoring** | Not enough data | 8.9 (419 reviews) | 
| **Blacklisting** | Not enough data | 8.8 (413 reviews) | 

#### Agentic AI - Fraud Detection

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Cross-system Integration** | Not enough data | 8.7 (83 reviews) | 
| **Adaptive Learning** | Not enough data | 8.7 (77 reviews) | 
| **Decision Making** | Not enough data | 9.0 (83 reviews) | 

### Risk-Based Authentication (RBA)

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | N/A | N/A |
| **Sift** | 9.0/10 | 193 |

#### Administration

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Bi-Directional Identity Synchronization** | Not enough data | Feature Not Available | 
| **Policy Management** | 8.7 (5 reviews) | 8.9 (174 reviews) | 
| **Cloud Directory** | Not enough data | Feature Not Available | 
| **Application Integrations** | Not enough data | 9.1 (72 reviews) | 

### Privileged Access Management (PAM)

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | N/A | N/A |
| **Sift** | N/A | N/A |

#### Administration

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Policy, User, and Role Management** | Not enough data | Not enough data | 
| **Approval Workflows** | Not enough data | Not enough data | 
| **Automated Provisioning** | Not enough data | Not enough data | 
| **Bulk Changes** | Not enough data | Not enough data | 
| **Centralized Management** | Not enough data | Not enough data | 
| **Self-Service Access Requests** | Not enough data | Not enough data | 

#### Functionality

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Multi-Factor Authentication** | Not enough data | Not enough data | 
| **Single Sign-On** | Not enough data | Not enough data | 
| **BYOD support** | Not enough data | Not enough data | 
| **Password Vault** | Not enough data | Not enough data | 
| **Centralized management** | Not enough data | Not enough data | 
| **Role-based security** | Not enough data | Not enough data | 
| **Live notifications** | Not enough data | Not enough data | 
| **Live session recording & playback** | Not enough data | Not enough data | 
| **Hide passwords** | Not enough data | Not enough data | 
| **Temporary, time-limited privilege** | Not enough data | Not enough data | 

#### Monitoring

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Audit Logging** | Not enough data | Not enough data | 
| **Activity Logging** | Not enough data | Not enough data | 
| **Anomaly Detection** | Not enough data | Not enough data | 

#### Reporting

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Audit log** | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | 

### Customer Identity and Access Management (CIAM)

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | 8.9/10 | 11 |
| **Sift** | N/A | N/A |

#### Functionality

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Self-registration and self-service** | 8.6 (7 reviews) ✓ Verified | Not enough data | 
| **Authentication** | 9.4 (11 reviews) ✓ Verified | Not enough data | 
| **Scalability** | 9.0 (8 reviews) ✓ Verified | Not enough data | 
| **Consent and preference management** | 8.6 (7 reviews) ✓ Verified | Not enough data | 
| **Social login** | Not enough data | Not enough data | 
| **Customer data linking** | Not enough data | Not enough data | 

#### AI Authentication Risk Management - Customer Identity and Access Management (CIAM)

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Adaptive MFA** | Not enough data | Not enough data | 
| **Anomaly Detection** | Not enough data | Not enough data | 
| **Fraudulent Login Detection** | Not enough data | Not enough data | 
| **Adaptive Authentication Policies** | Not enough data | Not enough data | 
| **Risk-Based Authentication** | Not enough data | Not enough data | 

#### AI Biometric & Behavioral Analysis - Customer Identity and Access Management (CIAM)

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Behavioral Biometric Analysis** | Not enough data | Not enough data | 
| **Liveness Detection** | Not enough data | Not enough data | 

#### AI Context-Aware Security Controls - Customer Identity and Access Management (CIAM)

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Account Recovery Assistants** | Not enough data | Not enough data | 
| **Constraint Enforcement** | Not enough data | Not enough data | 

### Passwordless Authentication

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | N/A | N/A |
| **Sift** | N/A | N/A |

#### Functionality

| Feature | Ping Identity | Sift | 
|---|---|---|
| **FIDO2-compliant** | Not enough data | Not enough data | 
| **Works with hardware security keys** | Not enough data | Not enough data | 
| **Multiple authentication methods** | Not enough data | Not enough data | 
| **Offline or no-phone solution** | Not enough data | Not enough data | 

### Identity and Access Management (IAM)

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | 8.3/10 | 26 |
| **Sift** | N/A | N/A |

#### Functionality

| Feature | Ping Identity | Sift | 
|---|---|---|
| **User provisioning** | 7.5 (10 reviews) | Not enough data | 
| **Password manager** | 8.3 (8 reviews) | Not enough data | 
| **Single Sign-on** | 8.8 (14 reviews) | Not enough data | 
| **Enforces policies** | 8.4 (18 reviews) | Not enough data | 
| **Authentication** | 9.1 (23 reviews) | Not enough data | 
| **Multi-factor authentication** | 8.5 (18 reviews) | Not enough data | 

####  Type

| Feature | Ping Identity | Sift | 
|---|---|---|
| **On-premises solution** | 8.8 (12 reviews) | Not enough data | 
| **Cloud-solution** | 8.2 (17 reviews) | Not enough data | 

####  Reporting

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Tracking** | 8.3 (12 reviews) | Not enough data | 
| **Reporting** | 7.4 (14 reviews) | Not enough data | 
| **Access & Permission Change Reporting** | Not enough data | Not enough data | 
| **Compliance & Audit Trail Export** | Not enough data | Not enough data | 

#### Authentication & Authorization - Identity and Access Management (IAM)

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Adaptive & Contextual Access Control** | Not enough data | Not enough data | 

#### Administration & Governance - Identity and Access Management (IAM)

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Identity Lifecycle Management** | Not enough data | Not enough data | 
| **Self‑Service Account Management** | Not enough data | Not enough data | 

#### Generative AI - Identity and Access Management (IAM)

| Feature | Ping Identity | Sift | 
|---|---|---|
| **AI‑Driven Access Anomaly Detection** | Not enough data | Not enough data | 
| **Automated Policy Tuning** | Not enough data | Not enough data | 
| **Predictive Role Recommendations** | Not enough data | Not enough data | 

### Accounting & Finance

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | N/A | N/A |
| **Sift** | N/A | N/A |

#### Agentic AI - Accounting & Finance

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 

### Financial Fraud Prevention

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | N/A | N/A |
| **Sift** | 8.9/10 | 23 |

#### Transaction Monitoring - Financial Fraud Prevention

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Payment monitoring** | Not enough data | 9.1 (18 reviews) | 
| **Real-time risk monitoring** | Not enough data | 9.2 (21 reviews) | 
| **Threshold Management** | Not enough data | 9.0 (16 reviews) | 

#### Identity & Authentication - Financial Fraud Prevention

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Identity Verification** | Not enough data | 8.9 (19 reviews) | 
| **MFA** | Not enough data | 9.2 (16 reviews) | 

#### Behavioral & Analytics Detection - Financial Fraud Prevention

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Behavioral Analytics** | Not enough data | 8.8 (18 reviews) | 
| **Bot Detection** | Not enough data | 8.6 (16 reviews) | 

#### Audit & Compliance - Financial Fraud Prevention

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Audit Trail** | Not enough data | 8.2 (15 reviews) | 
| **Reporting** | Not enough data | 8.7 (19 reviews) | 

### E-commerce Fraud Protection

| Product | Score | Reviews |
|---|---|---|
| **Ping Identity** | N/A | N/A |
| **Sift** | 8.8/10 | 283 |

#### Intelligence

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Transaction Scoring** | Not enough data | 8.9 (259 reviews) ✓ Verified | 
| **Risk Assessment** | Not enough data | 9.0 (265 reviews) ✓ Verified | 
| **Intelligence Reporting** | Not enough data | 8.8 (251 reviews) ✓ Verified | 
| **ID Analytics** | Not enough data | 8.7 (252 reviews) ✓ Verified | 

#### Detection

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Fraud Detection** | Not enough data | 9.0 (264 reviews) ✓ Verified | 
| **Alerts** | Not enough data | 8.6 (241 reviews) ✓ Verified | 
| **Real-Time Monitoring** | Not enough data | 8.9 (257 reviews) ✓ Verified | 

#### Response

| Feature | Ping Identity | Sift | 
|---|---|---|
| **Device Tracking** | Not enough data | 8.8 (258 reviews) ✓ Verified | 
| **Fraud Markers** | Not enough data | 8.9 (255 reviews) ✓ Verified | 
| **Blacklisting** | Not enough data | 8.8 (249 reviews) ✓ Verified | 
| **Bot Mitigation** | Not enough data | 8.3 (227 reviews) | 

---
## Categories
**Shared Categories (1):** [Risk-Based Authentication Software](https://www.g2.com/categories/risk-based-authentication-rba)

**Unique to Ping Identity (6):** [Privileged Access Management (PAM) Software](https://www.g2.com/categories/privileged-access-management-pam), [Identity and Access Management (IAM) Software](https://www.g2.com/categories/identity-and-access-management-iam), [Customer Identity and Access Management (CIAM) Software](https://www.g2.com/categories/customer-identity-and-access-management-ciam), [Single Sign-On (SSO) Solutions](https://www.g2.com/categories/single-sign-on-sso), [Passwordless Authentication Software](https://www.g2.com/categories/passwordless-authentication), [Multi-Factor Authentication (MFA) Software](https://www.g2.com/categories/multi-factor-authentication-mfa)

**Unique to Sift (3):** [Fraud Detection Software](https://www.g2.com/categories/fraud-detection), [E-commerce Fraud Protection Software](https://www.g2.com/categories/e-commerce-fraud-protection), [Financial Fraud Prevention](https://www.g2.com/categories/financial-fraud-prevention)


---
## Reviewer Demographics

### By Company Size

| Segment | Ping Identity | Sift | 
|---|---|---|
| **Small-Business** | 3.4% | 16.0% | 
| **Mid-Market** | 24.6% | 56.8% | 
| **Enterprise** | 72.0% | 27.2% | 

### By Industry

#### Ping Identity

- **Information Technology and Services:** 14.3%
- **Computer Software:** 8.9%
- **Financial Services:** 7.1%
- **Hospital & Health Care:** 7.1%
- **Insurance:** 7.1%
- **Banking:** 5.4%
- **Retail:** 5.4%
- **Pharmaceuticals:** 4.5%
- **Airlines/Aviation:** 3.6%
- **Computer & Network Security:** 2.7%
- **Other:** 33.9%

#### Sift

- **Financial Services:** 35.4%
- **Information Technology and Services:** 5.8%
- **Consumer Services:** 5.5%
- **Apparel & Fashion:** 4.4%
- **Leisure, Travel & Tourism:** 3.4%
- **Retail:** 3.1%
- **Computer & Network Security:** 2.6%
- **Internet:** 2.4%
- **Banking:** 2.4%
- **Security and Investigations:** 2.4%
- **Other:** 32.7%

---
## Alternatives

### Alternatives to Ping Identity

- [Microsoft Entra ID](https://www.g2.com/products/microsoft-entra-id/reviews) — 4.5/5 stars (912 reviews)
- [Cisco Duo](https://www.g2.com/products/cisco-duo/reviews) — 4.5/5 stars (517 reviews)
- [OneLogin](https://www.g2.com/products/onelogin/reviews) — 4.4/5 stars (291 reviews)
- [Auth0](https://www.g2.com/products/auth0/reviews) — 4.3/5 stars (276 reviews)
- [Okta](https://www.g2.com/products/okta/reviews) — 4.5/5 stars (1322 reviews)
- [SecureAuth: Workforce IAM](https://www.g2.com/products/secureauth-workforce-iam/reviews) — 4.4/5 stars (29 reviews)
- [LastPass](https://www.g2.com/products/lastpass/reviews) — 4.5/5 stars (2056 reviews)
- [JumpCloud](https://www.g2.com/products/jumpcloud/reviews) — 4.5/5 stars (4021 reviews)
- [CyberArk Workforce Identity](https://www.g2.com/products/cyberark-workforce-identity/reviews) — 4.5/5 stars (130 reviews)
- [IBM Verify CIAM](https://www.g2.com/products/ibm-verify-ciam/reviews) — 4.3/5 stars (189 reviews)

### Alternatives to Sift

- [Kount](https://www.g2.com/products/kount/reviews) — 4.8/5 stars (116 reviews)
- [SEON](https://www.g2.com/products/seon/reviews) — 4.6/5 stars (383 reviews)
- [Signifyd](https://www.g2.com/products/signifyd/reviews) — 4.6/5 stars (352 reviews)
- [Riskified](https://www.g2.com/products/riskified/reviews) — 4.4/5 stars (227 reviews)
- [Fingerprint](https://www.g2.com/products/fingerprintjs-fingerprint/reviews) — 4.7/5 stars (424 reviews)
- [ClearSale](https://www.g2.com/products/clearsale/reviews) — 4.7/5 stars (206 reviews)
- [Cisco Duo](https://www.g2.com/products/cisco-duo/reviews) — 4.5/5 stars (517 reviews)
- [LastPass](https://www.g2.com/products/lastpass/reviews) — 4.5/5 stars (2056 reviews)
- [Wyllo](https://www.g2.com/products/wyllo/reviews) — 4.7/5 stars (260 reviews)
- [1Password](https://www.g2.com/products/1password/reviews) — 4.6/5 stars (1807 reviews)

---
## Top Discussions

### Ping Identity

No discussions available for this product.

### Sift

- Title: [How does Sift use machine learning to adapt to evolving fraud patterns?](https://www.g2.com/discussions/how-does-sift-use-machine-learning-to-adapt-to-evolving-fraud-patterns) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Sift’s machine learning approach is built around real-time risk evaluation, network intelligence, and continuous model refinement. Sift uses custom,..."
- Title: [How does Sift help detect and prevent account takeover attempts?](https://www.g2.com/discussions/how-does-sift-help-detect-and-prevent-account-takeover-attempts) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Sift’s Account Defense solution helps businesses detect and prevent account takeover by analyzing login and account activity with AI-powered insights,..."
- Title: [How does Sift help businesses protect the full customer journey from fraud?](https://www.g2.com/discussions/how-does-sift-help-businesses-protect-the-full-customer-journey-from-fraud) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Sift protects the full customer journey rather than a single fraud moment in isolation. The Sift platform spans account creation, login, transaction and..."
- Title: [How does Sift help reduce friction for trusted users while maintaining security?](https://www.g2.com/discussions/how-does-sift-help-reduce-friction-for-trusted-users-while-maintaining-security) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Sift reduces friction for trusted users by applying the right level of intervention based on risk. As users move through the journey, Sift evaluates each..."
- Title: [What is Sift best used for?](https://www.g2.com/discussions/what-is-sift-best-used-for) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Sift is best used by digital businesses that need to manage fraud across account creation, login, payments, and post-transaction activity in one platform...."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/ping-identity-vs-sift-s-ai-powered-fraud-decisioning-platform-sift)