# Shield vs Sift Comparison --- ## AI Generated Summary - **G2 reviewers report** that Sift excels in user experience, with many praising its **ease of use** and seamless integration with various applications. Users appreciate how the intuitive interface allows them to quickly access important information and manage fraud reports efficiently. - **Users say** that Shield stands out for its **speed and ease of implementation**. Reviewers highlight the smooth initial setup process and the effective support from the team, which helps users maximize the product's potential right from the start. - **According to verified reviews** , Sift has a significantly higher overall satisfaction score, reflecting its strong performance in areas like **real-time monitoring** and **transaction scoring**. Users find these features crucial for effectively managing fraud risks. - **Reviewers mention** that while both products have a solid user interface, Sift's design is particularly noted for its **user-friendly icons** that help in quickly identifying fraud statuses, making it easier for users to navigate and utilize the platform. - **G2 reviewers highlight** that Shield's customer support is exceptional, with users noting the team's responsiveness and willingness to assist in customizing the product to fit specific needs, which enhances the overall user experience. - **Users report** that Sift's extensive review history and higher number of recent reviews contribute to a more reliable understanding of its capabilities, while Shield, with fewer reviews, may not provide as comprehensive a picture of user satisfaction and product performance. | | Shield | Sift | |---|---|---| | **Star Rating** | 4.6 out of 5 | 4.6 out of 5 | | **Total Reviews** | 14 | 610 | | **Largest Market Segment** | Mid-Market (69.2% of reviews) | Mid-Market (56.8% of reviews) | | **Entry Level Price** | No pricing available | $$ | --- ## Top Pros & Cons ### Shield Pros: - Customer Support (8 reviews) - Implementation Ease (7 reviews) Cons: - Complex Setup (2 reviews) - Difficult Setup (2 reviews) ### Sift Pros: - Ease of Use (71 reviews) - Fraud Prevention (71 reviews) Cons: - Inaccuracy (29 reviews) - Lack of Clarity (20 reviews) --- ## Ratings Comparison | Rating | Shield | Sift | |---|---|---| | **Meets Requirements** | 9.1 (11 reviews) | 9.0 (550 reviews) | | **Ease of Use** | 9.2 (11 reviews) | 9.0 (561 reviews) | | **Ease of Setup** | 8.8 (11 reviews) | 9.0 (387 reviews) | | **Ease of Admin** | 8.1 (6 reviews) | 9.0 (193 reviews) | | **Quality of Support** | 10.0 (11 reviews) | 9.0 (502 reviews) | | **Has the product been a good partner in doing business?** | 9.4 (6 reviews) | 8.9 (191 reviews) | | **Product Direction (% positive)** | 10.0 (10 reviews) | 9.4 (534 reviews) | --- ## Pricing ### Shield #### Entry-Level Pricing No pricing available #### Free Trial Yes ### Sift #### Entry-Level Pricing Plan: Volume-based pricing Price: $$ 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 ### Business Intelligence | Product | Score | Reviews | |---|---|---| | **Shield** | N/A | N/A | | **Sift** | N/A | N/A | #### Reports | Feature | Shield | Sift | |---|---|---| | **Reports Interface** | Not enough data | Not enough data | | **Steps to Answer** | Not enough data | Not enough data | | **Graphs and Charts** | Not enough data | Not enough data | | **Score Cards** | Not enough data | Not enough data | | **Dashboards** | Not enough data | Not enough data | #### Self Service | Feature | Shield | Sift | |---|---|---| | **Calculated Fields** | Not enough data | Not enough data | | **Data Column Filtering** | Not enough data | Not enough data | | **Data Discovery** | Not enough data | Not enough data | | **Search** | Not enough data | Not enough data | | **Collaboration / Workflow** | Not enough data | Not enough data | | **Automodeling** | Not enough data | Not enough data | #### Advanced Analytics | Feature | Shield | Sift | |---|---|---| | **Predictive Analytics** | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **Big Data Services** | Not enough data | Not enough data | #### Building Reports | Feature | Shield | Sift | |---|---|---| | **Data Transformation** | Not enough data | Not enough data | | **Data Modeling** | Not enough data | Not enough data | | **WYSIWYG Report Design** | Not enough data | Not enough data | | **Integration APIs** | Not enough data | Not enough data | #### Platform | Feature | Shield | Sift | |---|---|---| | **Mobile User Support** | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | Not enough data | ### Location Intelligence | Product | Score | Reviews | |---|---|---| | **Shield** | N/A | N/A | | **Sift** | N/A | N/A | #### Cartography | Feature | Shield | Sift | |---|---|---| | **Map Design** | Feature Not Available | Not enough data | | **Vector Mapping ** | Feature Not Available | Not enough data | | **Data Visualization** | Not enough data | Not enough data | | **Overlaying** | Not enough data | Not enough data | #### Analysis | Feature | Shield | Sift | |---|---|---| | **Predictive Analysis** | Not enough data | Not enough data | | **Distance Analysis ** | Not enough data | Not enough data | | **Spatial Analysis** | Not enough data | Not enough data | | **Data Stream** | Not enough data | Not enough data | #### Reporting | Feature | Shield | Sift | |---|---|---| | **Data Transformation** | Feature Not Available | Not enough data | | **WYSIWYG Design** | Feature Not Available | Not enough data | | **API Integrations** | Feature Not Available | Not enough data | ### Fraud Detection | Product | Score | Reviews | |---|---|---| | **Shield** | 8.0/10 | 9 | | **Sift** | 8.8/10 | 475 | #### Detection | Feature | Shield | Sift | |---|---|---| | **Payment Verification** | 5.6 (9 reviews) | Feature Not Available | | **Bot Mitigation** | 8.3 (8 reviews) | Feature Not Available | | **Real-Time Monitoring** | 8.5 (9 reviews) | 9.0 (427 reviews) | | **Alerts** | 8.3 (8 reviews) | 8.8 (413 reviews) | #### Analysis | Feature | Shield | Sift | |---|---|---| | **ID Analytics** | 7.6 (7 reviews) | 8.9 (416 reviews) | | **Intelligence Reporting** | 8.6 (7 reviews) | 8.9 (417 reviews) | | **Incident Reports** | 8.1 (7 reviews) | 8.7 (407 reviews) | #### Administration | Feature | Shield | Sift | |---|---|---| | **Fraud Markers** | 8.5 (8 reviews) | 9.1 (416 reviews) | | **Transaction Scoring** | 8.5 (8 reviews) | 8.9 (419 reviews) | | **Blacklisting** | 7.6 (9 reviews) | 8.8 (413 reviews) | #### Agentic AI - Fraud Detection | Feature | Shield | 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) | ### Click Fraud | Product | Score | Reviews | |---|---|---| | **Shield** | N/A | N/A | | **Sift** | N/A | N/A | #### Trading | Feature | Shield | Sift | |---|---|---| | **Keyword Tracking** | Feature Not Available | Not enough data | | **Refund Management** | Feature Not Available | Not enough data | | **Integrations** | Not enough data | Not enough data | #### Threat Detection | Feature | Shield | Sift | |---|---|---| | **Account Alerts** | Not enough data | Not enough data | | **Threat Detection** | Not enough data | Not enough data | | **IP Address Monitoring** | Not enough data | Not enough data | | **Rules** | Not enough data | Not enough data | #### Blocking | Feature | Shield | Sift | |---|---|---| | **Manual IP Blocking** | Not enough data | Not enough data | | **Automated IP Blocking** | Not enough data | Not enough data | | **Cross-Campaign Blocking** | Not enough data | Not enough data | #### Agentic AI - Click Fraud | Feature | Shield | Sift | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | ### Risk-Based Authentication (RBA) | Product | Score | Reviews | |---|---|---| | **Shield** | N/A | N/A | | **Sift** | 9.0/10 | 193 | #### Administration | Feature | Shield | Sift | |---|---|---| | **Bi-Directional Identity Synchronization** | Not enough data | Feature Not Available | | **Policy Management** | Not enough data | 8.9 (174 reviews) | | **Cloud Directory** | Not enough data | Feature Not Available | | **Application Integrations** | Not enough data | 9.1 (72 reviews) | ### Accounting & Finance | Product | Score | Reviews | |---|---|---| | **Shield** | N/A | N/A | | **Sift** | N/A | N/A | #### Agentic AI - Accounting & Finance | Feature | Shield | Sift | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | ### Financial Fraud Prevention | Product | Score | Reviews | |---|---|---| | **Shield** | N/A | N/A | | **Sift** | 8.9/10 | 23 | #### Transaction Monitoring - Financial Fraud Prevention | Feature | Shield | 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 | Shield | 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 | Shield | 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 | Shield | Sift | |---|---|---| | **Audit Trail** | Not enough data | 8.2 (15 reviews) | | **Reporting** | Not enough data | 8.7 (19 reviews) | ### Bot Detection and Mitigation | Product | Score | Reviews | |---|---|---| | **Shield** | N/A | N/A | | **Sift** | N/A | N/A | #### Bot Detection & Classification - Bot Detection and Mitigation | Feature | Shield | Sift | |---|---|---| | **Bot Traffic Analytics** | Not enough data | Not enough data | | **Good Bot Identification** | Not enough data | Not enough data | | **Malicious Bot Detection** | Not enough data | Not enough data | #### Protection & Mitigation - Bot Detection and Mitigation | Feature | Shield | Sift | |---|---|---| | **Automated Bot Mitigation** | Not enough data | Not enough data | | **API Abuse Protection** | Not enough data | Not enough data | | **Account Takeover Protection** | Not enough data | Not enough data | #### AI-Powered Detection & Intelligence - Bot Detection and Mitigation | Feature | Shield | Sift | |---|---|---| | **AI-Powered Bot Detection** | Not enough data | Not enough data | | **AI Agent & LLM Traffic Management** | Not enough data | Not enough data | | **Adaptive AI Threat Response** | Not enough data | Not enough data | ### E-commerce Fraud Protection | Product | Score | Reviews | |---|---|---| | **Shield** | N/A | N/A | | **Sift** | 8.8/10 | 283 | #### Intelligence | Feature | Shield | 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 | Shield | 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 | Shield | 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 (2):** [Fraud Detection Software](https://www.g2.com/categories/fraud-detection), [E-commerce Fraud Protection Software](https://www.g2.com/categories/e-commerce-fraud-protection) **Unique to Shield (3):** [Click Fraud Software](https://www.g2.com/categories/click-fraud), [Bot Detection and Mitigation Software](https://www.g2.com/categories/bot-detection-and-mitigation), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence) **Unique to Sift (2):** [Risk-Based Authentication Software](https://www.g2.com/categories/risk-based-authentication-rba), [Financial Fraud Prevention](https://www.g2.com/categories/financial-fraud-prevention) --- ## Reviewer Demographics ### By Company Size | Segment | Shield | Sift | |---|---|---| | **Small-Business** | 23.1% | 16.0% | | **Mid-Market** | 69.2% | 56.8% | | **Enterprise** | 7.7% | 27.2% | ### By Industry #### Shield - **Financial Services:** 30.8% - **Information Technology and Services:** 23.1% - **Telecommunications:** 7.7% - **Sporting Goods:** 7.7% - **Logistics and Supply Chain:** 7.7% - **Internet:** 7.7% - **Hospital & Health Care:** 7.7% - **Computer Games:** 7.7% #### 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 Shield - [Fingerprint](https://www.g2.com/products/fingerprintjs-fingerprint/reviews) — 4.7/5 stars (423 reviews) - [SEON](https://www.g2.com/products/seon/reviews) — 4.6/5 stars (389 reviews) - [Signifyd](https://www.g2.com/products/signifyd/reviews) — 4.6/5 stars (352 reviews) - [AppsFlyer](https://www.g2.com/products/appsflyer/reviews) — 4.5/5 stars (780 reviews) - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) — 4.4/5 stars (25860 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3775 reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (930 reviews) - [HAProxy](https://www.g2.com/products/haproxy/reviews) — 4.7/5 stars (903 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (880 reviews) - [Adjust](https://www.g2.com/products/adjust/reviews) — 4.7/5 stars (723 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 (389 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 (423 reviews) - [ClearSale](https://www.g2.com/products/clearsale/reviews) — 4.7/5 stars (206 reviews) - [Wyllo](https://www.g2.com/products/wyllo/reviews) — 4.7/5 stars (260 reviews) - [Cisco Duo](https://www.g2.com/products/cisco-duo/reviews) — 4.5/5 stars (518 reviews) - [LastPass](https://www.g2.com/products/lastpass/reviews) — 4.5/5 stars (2057 reviews) - [1Password](https://www.g2.com/products/1password/reviews) — 4.6/5 stars (1807 reviews) --- ## Top Discussions ### Shield 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/shield-2023-05-19-vs-sift-s-ai-powered-fraud-decisioning-platform-sift)