--- title: Forwrd Reviews meta_title: 'Forwrd Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 32 reviews by the users' company size, role or industry to find out how Forwrd works for a business like yours. aggregate_rating: rating_value: 4.8 review_count: 32 scale: '5' date_modified: '2026-08-07' parent_category: name: Sales Tools url: https://www.g2.com/categories/sales-tools --- # Forwrd Reviews **Vendor:** Forwrd **Category:** [Revenue Operations & Intelligence (RO&I) Software](https://www.g2.com/categories/revenue-operations-intelligence-ro-i) **Average Rating:** 4.8/5.0 **Total Reviews:** 32 ## About Forwrd Struggling to keep your scoring models up to date every time marketing campaigns or product features are launched? Meet Forwrd, the easiest way to build accurate scoring models that literally become smarter every day, learning from new data in real time. Build a self-learning scoring model that automatically identifies new conversion-impacting factors in your data and updates itself, without any manual work. Scores can be pushed into the business apps employees use daily (e.g., SFDC, HubSpot, Slack) to enable frontline employees to focus on their best prospects and customers. ✅ No more manual updates to your scoring method as your marketing evolves. ✅ Your model gets smarter every day by learning from fresh data. ✅ Accurate scoring means focusing on your AAA leads. ✅ Connect your CRM, HubSpot, product analytics, ticketing system, and more! ✅ No need for analysts or data teams. There's a reason B2B SaaS leaders like Jasper.ai, AppsFlyer, and WalkMe use Forwrd to focus on their best leads, MQLs, PQLs, SQLs, and customers. – "4X more PQLs", PowToon – "48% more opportunities", AppsFlyer – "21% more qualified pipeline", Totango – "31% better retention", WalkMe ## Forwrd Pros & Cons **What users like:** - Users find Forwrd's interface to be **exceptionally easy to use** , enabling efficient data model development and analysis. (6 reviews) - Users appreciate the **ease of building machine learning models** with Forwrd, streamlining data analysis and improving efficiency. (6 reviews) - Users praised the **seamless onboarding and integration** of Forwrd, enhancing their experience and efficiency in model building. (5 reviews) - Users highlight the **intuitive dashboard** , enabling easy data exploration and efficient machine learning model building. (4 reviews) - Users value the **automation capabilities** of Forwrd, which streamline their data analysis and modeling processes efficiently. (3 reviews) - Data Accuracy (3 reviews) - Users find the **easy setup** of Forwrd to be seamless, enhancing their experience and ensuring effective integration. (3 reviews) - Integrations (3 reviews) - Time-saving (3 reviews) - Users value the **intuitive predictive AI models** in Forwrd, offering instant insights for lead scoring and forecasting. (2 reviews) **What users dislike:** - Users face **learning difficulties** initially but can overcome them with guidance from support, enabling successful model building. (1 reviews) - [View Forwrd pricing details and edition comparison](https://www.g2.com/products/forwrd/reviews?login_required=true&page=2§ion=pricing&secure%5Bexpires_at%5D=2026-08-10+06%3A32%3A26+-0500&secure%5Bsession_id%5D=93feaff2-f658-41d4-8704-988a227bfc2d&secure%5Btoken%5D=d4e6d209fa5c357eda47227b30db1a61931ff4ca013229328683ae71b88c1ea0&format=llm_user) ## Forwrd Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Lead Generation** - Lead Builder - CRM Integration - Marketing Automation Integration - Social Media Integration - Data Import & Export Tools **System** - Data Ingestion & Wrangling - Real-Time Data **Revenue Sourcing and Forecasting** - Revenue History - Pipeline Management - Dashboard Analytics - Multi-Device Data Visualization - Data Segmentation - Predictive Forecasting - Revenue Operations Cadence **Integration - Machine Learning** - Integration - Third-Party Integrations **Agentic AI - Lead Scoring** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Decision Making - AI/Machine Learning - Social Media Integration - Third-Party Integrations **Statistical Tool** - Scripting - Data Mining - Algorithms **Attribution** - Lead Opportunity - Lead Assignment - Pipeline Acceleration **Model Development** - Language Support - Drag and Drop - Pre-Built Algorithms - Model Training - Database Support - Multi-Language **Model Development** - Feature Engineering **CRM Data Enrichment** - Calendar Sync - Email Activity Capture - Conversation Intelligence - Marketing Leads - Contact Capture **Learning - Machine Learning** - Training Data - Actionable Insights - Algorithm **Additional Functionality** - Predictive Modeling - Configurable Workflow - Tagging - Data Import/Export - API - Predictive Analytics - Data Visualization - Endpoint Management - Multiple Data Sources - No-Code - Data Preparation - Auditing - Collaboration Tools - Big Data Analytics - ML Algorithm Library - Data Management - Activity Dashboard - Data Capture and Transfer - Activity Tracking - Data Connectors - Data Security - Data Extraction - Reporting & Statistics - Workflow Management - AI Copilot **Data Analysis** - Analysis - Data Interaction - Time Series Analysis - Trend Analysis **Discovery** - Lead Management - Scoring/Ranking - Lead Context - Pipeline Management - Workflow Management - Opportunity Management - Task Management - Contact Management - Calendar Management - Email Management - Campaign Management **Machine/Deep Learning Services** - Computer Vision - Natural Language Processing - Natural Language Generation - Artificial Neural Networks **Machine/Deep Learning Services** - Natural Language Understanding - Deep Learning **Account Management** - Nonengaged Accounts - Account optimization - Historical Patterns - Rep Performance - Account Engagement - Historical Win/Loss Patterns **Decision Making** - Modeling - Data Visualizations - Report Generation - Data Unification - Customizable Reports **Management** - Conversion Viability - Workflow **Deployment** - Managed Service - Application - Scalability **Agentic AI - Revenue Operations & Intelligence (RO&I)** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning - Proactive Assistance - Decision Making - Third-Party Integrations - Social Media Integration - Website Integration **Additional Functionality** - Customizable Reports - Collaboration Tools - Data Extraction - Semantic Search - Data Storage Management - Ad hoc Reporting - Reporting/Analytics - Predictive Analytics - Activity Dashboard - Access Controls/Permissions - Visual Analytics - Data Mapping - Data Synchronization - Statistical Analysis - Categorization/Grouping - Trend Analysis - Data Profiling - Linked Data Management - Data Visualization - API - Multiple Data Sources - Sentiment Analysis - Search/Filter - Data Import/Export - Data Capture and Transfer - AI Copilot - Monitoring - Data Connectors - Ad hoc Analysis - Text Mining - Reporting & Statistics - Predictive Modeling - Real-Time Analytics - Configurable Workflow - Tagging - Endpoint Management - No-Code - Data Preparation - Auditing - Big Data Analytics - ML Algorithm Library - Data Management - Activity Tracking - Data Security - Workflow Management **Platform** - Data Synchronization - Analysis - Sales Trend Analysis - Demographic/Firmographic Data - Real-Time Data **Generative AI** - AI Text Generation - AI Text Summarization - Generative AI **Generative AI** - AI Text Generation - AI Text Summarization - AI Text-to-Image - Generative AI **Additional Functionality** - Drag & Drop - Interaction Tracking - Customizable Fields - Multiple Scoring Models - CRM - Customer Segmentation - Predictive Analytics - Prioritization - Lead Qualification - Contact Database - Reporting & Statistics - Alerts/Notifications - Email Marketing - Lead Nurturing - Web Forms - Document Storage - Search/Filter - Prospecting Tools - Email Tracking - Sales Forecasting - Customizable Templates - Lead Generation - Sales Reports - Lead Distribution - Data Enrichment - AI Copilot - API - Real-Time Notifications - Lead Capture - Reminders - Generative AI - Forecasting - Email Templates - Activity Dashboard - Activity Tracking - Workflow Automation **Additional Functionality** - Demand Forecasting - AI/Machine Learning - Drag & Drop - For Healthcare - Forecasting - Data Extraction - Third-Party Integrations - Decision Support - Modeling & Simulation - Alerts/Notifications - Reporting/Analytics - Multiple Data Sources - For Retail - For Education - Data Discovery - Graphical Workflow Editor - Performance Metrics - Business Rules Management - AI Copilot - Natural Language Processing - Data Transformation - Data Clustering - API - Data Blending - Data Classification - Workflow Management - Workflow Automation **Agentic AI - Data Science and Machine Learning Platforms** - Autonomous Task Execution - Multi-step Planning - Cross-system Integration - Adaptive Learning - Natural Language Interaction - Proactive Assistance - Decision Making - Third-Party Integrations ## Top Forwrd Alternatives - [Apollo.io](https://www.g2.com/products/apollo-io/reviews) - 4.7/5.0 (9,369 reviews) - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) - 4.4/5.0 (24,687 reviews) - 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