10 Best Sales Forecasting Tools to Predict Revenue 

November 18, 2024

Research indicates that over 90% of B2B enterprise sales organizations will continue relying on their intuition-based decisions rather than using advanced data analytics.

This resistance—whether due to an aversion to change or a reluctance to complicate the sales tech stack—often leads to inaccurate forecasts, flawed sales pipelines, and missed quotas.

So how can you break free from this trend while consistently hitting your sales targets?

The answer lies in embracing accurate, data-driven sales forecasting.

Let’s explore the 10 best sales forecasting tools to help your team predict trends and evaluate the performance of past sales initiatives.

The Power of Sales Forecasting

A sales forecast estimates how much your organization plans to sell within a specific period (a quarter or a year). 

Usually, sales forecasting tools leverage historical data, market trends, and in-house data to:

  • Accurately predict revenue projection for a given period.
  • Manage current deals and identify future conversion opportunities. 
  • Make informed business decisions and stay ahead of the curve.

Think of sales forecasts as predicting the weather. Meteorologists use advanced tools to analyze climate patterns and weather data to decide if you'll need an umbrella or sunglasses. Similarly, sales professionals rely on CRM tools and analytics to stay prepared, adapt, and seize opportunities while minimizing risks. 

Sudden shifts in weather mirror market changes or the arrival of new competitors in sales—both requiring ongoing alertness and the ability to adapt quickly. The goal is to prepare and respond effectively, minimizing risks and capitalizing on opportunities.

Types of Sales Forecasting

Typically, there are two types of sales forecasting:

  1. Qualitative Sales Forecasting: Relies on expert opinions, judgments, and insights to project future sales and revenue based on non-tangible factors.
  2. Quantitative Sales Forecasting: Focuses on data-driven predictions, utilizing historical revenue, sales figures, and trends to predict future outcomes.

Why is Accuracy Essential in Sales Forecasting?

The real power of sales forecasting is in its accuracy in matching your product or service supply with actual demand. Accurate forecasting equips you with the right amount, ensuring you don't miss these opportunities. 

For example, if you forecast demand for 6 cupcakes but have 10 customers, you'd lose 4 sales. The same logic applies to all businesses–meeting demand accurately can boost sales and prevent missed opportunities. Accuracy is especially vital for SaaS businesses in resource allocation, budgeting, identification of potential cash flow challenges, setting realistic revenue targets, and much more.

10 Best Sales Forecasting Tools for 2025

  1. Pipedrive

Pipedrive is highly regarded for its visual and user-friendly design that aids in organizing pipelines and taking actionable steps. It offers comprehensive performance reports and a customizable Forecast View for regular planning and course correction. The Insights Revenue Forecast feature, available in the Professional and Enterprise plans, provides powerful revenue predictions. 

Key Forecasting Features:

  • Displays projected revenue visually based on deal stages and close dates.
  • Tracks key metrics like deal volume and conversion rates for data-driven insights.
  • Integrates deal management with features for timely follow-ups and customization of deal stages.
  • Uses historical data to assess deal closure likelihood and recommend priority leads.
  • Offers flexible settings for date fields and probability weights to align with business needs.


Pricing: Pipedrive offers several subscription plans, but for sales forecasting, you’ll need the Professional plan at $49.90/user/month (billed annually).

Free Trial: Free 14-day Professional plan trial

  1. Zendesk Sell

Zendesk Sell’s advanced sales reporting and dashboards provide real-time insights and projections, making it easy to track progress. It uses historical trends to assess the likelihood of success and estimate close dates by integrating forecast data directly into each deal. This allows you to focus on high-priority deals with the best chances of winning, streamlining your sales strategy for maximum efficiency. 

Key Forecasting Features:

  • The ‘Forecasted Sales by Source’ report tracks forecasted sales and lead origins.
  • Uses out-of-the-box reports to analyze key metrics on sales activities and outcomes.
  • Evaluate pipeline insights to understand deal wins or losses.
  • Built-in reports to quickly access key metrics on sales activities and outcomes.
  • Creates and shares custom forecast reports using Sell data, like weighted forecasts by team.

Pricing: Team: $19 per user/month, Growth: $55 per user/month, Professional: $115 per user/month, Enterprise: Contact sales

Free Trial: Free 14-day trial

  1. Clari

Clari is another popular sales forecasting tool preferred by B2B sales leaders to shorten sales cycles and gain accurate sales forecasts. It offers real-time visualizations, tracks forecast changes and provides features for pipeline inspection, account engagement, CRM automation, and revenue intelligence. 

Key Forecasting Features:

  • Uses AI to enhance intuition, allowing users to validate forecasts and gain precise quarter-end insights.
  • Comprehensive forecasting for accounts, pipeline generation, new business, renewals, churn, cross-sell, and expansions, tracking performance against plans.
  • Test various scenarios and validate predictions with real data.
  • Users can break down forecasts by geography, vertical, and product, gaining deeper business performance insights.
  • Offers true pipeline insights, detailing transactions, coverage, and efforts needed to meet targets.

Pricing: Available upon request

Free Trial: Free demo available upon request

  1. Gong

Gong.io is a revenue intelligence platform helping businesses engage with their customers, forecast sales accurately, and enhance team productivity. 

Gong’s Deal Boards offer a streamlined way to monitor key deals, metrics, and insights, with a customizable pipeline view. It also stands out for its user-friendly interface, coupled with powerful reporting and visualization features that simplify tracking sales performance and improve decision-making.

Key Forecasting Features: 

  • Uses AI to predict future outcomes and make accurate sales forecasts based on data.
  • Reviews the sales pipeline to identify risks, bottlenecks, and improvement areas.
  • Consolidates sales data for an organized view across teams.
  • Assigns scores to prioritize high-impact deals, enhancing team performance and pipeline progress.

Pricing: Contact for a customized proposal

Free Trial: Not available

  1. Avoma

Avoma's AI Forecasting Assistant offers complete visibility into your deal pipeline and builds accurate revenue by coupling AI-powered insights from customer conversations with CRM data. Its Forecasting Assistant's dashboard allows close monitoring of team revenue attainment, prioritizing deals, identifying risks, and offering mitigation strategies.

Key Forecasting Features:

  • Assesses pipeline health, monitors high-risk areas, and tracks monthly changes for better decision-making.
  • Tracks revenue across pipelines, identifies risks and improves forecasting accuracy.
  • Deal Health Alerts analyzes customer sentiments to prioritize winnable deals.
  • Automated CRM updates ensure real-time, accurate data for precise forecasts.
  • Captures, transcribes, and analyzes meetings for comprehensive customer insights and productivity boosts.
  • Avoma's Conversation Intelligence provides AI-driven insights from emails and meetings for accurate forecasting.

Pricing: Plans start at $19/user/mo. For forecasting features, you will need the business plan at $79/user/mo. 

Free Trial: Free 14 days trial

  1. Weflow

Weflow optimizes sales forecasting by simplifying the submission, review, and tracking of changes in Salesforce. It supports collaborative forecasting, enhances data accuracy, and automates the syncing of sales activities, ensuring comprehensive CRM data.

Features like bulk editing, deal alerts, and note templates help improve adherence to sales processes, leading to more reliable revenue predictions. 

Key Forecasting Features:

  • Simplifies forecast consolidation by rolling up forecasts across roles and teams.
  • Offers detailed deal signals and insights to highlight opportunities and risks.
  • Monitors forecast precision for teams and individuals.
  • Tracks pipeline progress with daily snapshots, comparing forecasts and performance.
  • Enables custom forecast submission schedules, ensuring regular updates.

Pricing: For the sales forecasting platform, it’s $55/mo per user. No platform fees.

Free Trial: Free 14 days trial

  1. Mediafly

Mediafly Intelligence360 is an AI-driven sales forecasting software that eliminates the need for spreadsheets. It simplifies forecasting with machine learning-driven metrics, ensuring accurate and validated predictions.

Key Forecasting Features:

  • Detects trends, risks, and pipeline gaps, providing actionable insights.
  • Streamlines forecasts by rolling up data from teams and managers.
  • Enhances forecast accuracy by validating projections with AI-driven insights.
  • Offers customizable views for sales metrics, aligning teams on revenue goals.
  • Tracks both seller and buyer engagements to improve forecast accuracy and monitor pipeline health.

Pricing: Contact Mediafly for pricing

Free Trial: Free 60 days trial period

  1. Salesforce

Salesforce's Sales Cloud offers powerful pipeline management and forecasting tools, especially beneficial for businesses with diverse product lines. It allows for extensive customization, enabling you to filter data, adjust forecasts, and set custom date ranges for revenue and other key metrics based on user roles or territory hierarchies.

Key Forecasting Features:

  • Salesforce Einstein uses AI to analyze data and predict future sales, improving accuracy and identifying opportunities and risks.
  • Tailor dashboards to show key metrics and trends with real-time updates and visualizations for clear sales performance tracking.
  • Salesforce’s Collaborative Forecasting allows teams to share insights, adjust forecasts, and provide real-time feedback to enhance accuracy and alignment.
  • Set and track sales quotas for reps and teams, providing visibility into performance against targets using Salesforce’s Quota Management.
  • Opportunity Splits in Salesforce allow managing and forecasting revenue from deals involving multiple reps, ensuring accurate credit and fair pipeline representation.

Pricing: Starter: $25 per user/month, Professional: $100 per user/month, Enterprise: $165 per user/month, Unlimited: $330 per user/month. Forecasting features are unavailable in the starter package.
Free Trial: Free 30 days trial period

  1. Anaplan

Anaplan leverages predictive insights to highlight the best revenue opportunities. This sales forecasting tool offers detailed analysis by geography, product line, or account, down to specific cities or product SKUs, providing a comprehensive view of your pipeline. 

Key Forecasting Features:

  • Enables cross-departmental collaboration between sales, finance, HR, and operations.
  • Allows users to build reports based on existing spreadsheet models for tailored insights.
  • Supports integrated budgeting and operational forecasts to manage business performance.
  • Aligns sales incentives with forecasting to drive performance and accountability.

Pricing: Contact Anaplan for pricing

Free Trial: Free 90 days trial period

  1. Aviso

Promising 98% accuracy, Aviso is a sales-focused AI-powered solution that employs a unified forecasting approach that combines human judgment with its advanced predictive sales forecasting AI feature. 

It provides solutions for remote sales collaboration and advanced revenue operations, making it a valuable addition to your tech stack. However, Aviso lacks CRM capabilities, so you'll need an existing CRM system to avoid alignment issues. Additionally, integrating non-CRM software with your sales data may require extra steps.

Key Forecasting Features:

  • Uses over 1000 signals to enhance call effectiveness, next-best actions, and deal closures.
  • Simplifies deal tracking, quarterly analysis, and forecast updates for accurate revenue predictions.
  • Offers comprehensive views of pipeline development, health, and target fulfillment.
  • Identifies pipeline flux causes for informed decisions and proactive issue resolution.
  • Provides actionable insights for deal prioritization, detecting churn risks, and planning optimal outcomes.


Pricing: Contact Aviso for a custom quote

Free trial: Free 30 days trial period

Forecast the Future

While the future is uncertain, accurate sales forecasting helps navigate it. 

Accurate sales forecasting is paramount, especially in today's competitive, challenging market where every deal and dollar counts. 

Dive into the aforementioned list of best sales forecasting tools and review their features to find the perfect match for your business requirements.

However, before proceeding, consider whether you have a clear understanding of next month's demand or if you risk missing out on sales and revenue. The best tools can unlock crucial insights to ensure you’re fully prepared.

4 Frequently Asked Questions

  1. What key factors should be considered when selecting the best sales forecasting tool?

Factors such as user-friendliness, accuracy, predictive analytics ability, integration with your CRM software, scalability and sales projection, customization, etc., can be crucial when choosing the right tool.

  1. How do you forecast sales in Excel based on historical data?

To use Excel's Forecast Sheet tool, input your historical sales data, highlight the range, and navigate to the Data tab to select ‘Create Forecast Sheet.’ Excel will generate projections using linear regression automatically, but you can enhance accuracy by adjusting settings like seasonality and confidence intervals.

  1. What KPIs (Key Performance Indicators) and metrics are used in forecasting?

The following KPIs and metrics are typically used for effective sales forecasting:

  • Activity-Based Forecast KPI Metrics (Number of calls made, emails sent, meetings scheduled, time spent on prospecting)
  • Pipeline and Opportunity Metrics (Number of qualified leads, sales opportunities, average deal size, sales cycle length)
  • Conversion and Productivity Metrics (Conversion rates at each stage, opportunity-to-win conversion rate, bookings per representative)
  1. What is AI sales forecasting?

AI-powered sales forecasting can provide valuable insights into improving lead scoring and pipeline management, maximizing customer lifetime value, boosting customer retention, and enhancing performance management. 

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Table of Contents

Get started with Sybill

Accelerate your sales with your personal assistant

Get Started Free

Research indicates that over 90% of B2B enterprise sales organizations will continue relying on their intuition-based decisions rather than using advanced data analytics.

This resistance—whether due to an aversion to change or a reluctance to complicate the sales tech stack—often leads to inaccurate forecasts, flawed sales pipelines, and missed quotas.

So how can you break free from this trend while consistently hitting your sales targets?

The answer lies in embracing accurate, data-driven sales forecasting.

Let’s explore the 10 best sales forecasting tools to help your team predict trends and evaluate the performance of past sales initiatives.

The Power of Sales Forecasting

A sales forecast estimates how much your organization plans to sell within a specific period (a quarter or a year). 

Usually, sales forecasting tools leverage historical data, market trends, and in-house data to:

  • Accurately predict revenue projection for a given period.
  • Manage current deals and identify future conversion opportunities. 
  • Make informed business decisions and stay ahead of the curve.

Think of sales forecasts as predicting the weather. Meteorologists use advanced tools to analyze climate patterns and weather data to decide if you'll need an umbrella or sunglasses. Similarly, sales professionals rely on CRM tools and analytics to stay prepared, adapt, and seize opportunities while minimizing risks. 

Sudden shifts in weather mirror market changes or the arrival of new competitors in sales—both requiring ongoing alertness and the ability to adapt quickly. The goal is to prepare and respond effectively, minimizing risks and capitalizing on opportunities.

Types of Sales Forecasting

Typically, there are two types of sales forecasting:

  1. Qualitative Sales Forecasting: Relies on expert opinions, judgments, and insights to project future sales and revenue based on non-tangible factors.
  2. Quantitative Sales Forecasting: Focuses on data-driven predictions, utilizing historical revenue, sales figures, and trends to predict future outcomes.

Why is Accuracy Essential in Sales Forecasting?

The real power of sales forecasting is in its accuracy in matching your product or service supply with actual demand. Accurate forecasting equips you with the right amount, ensuring you don't miss these opportunities. 

For example, if you forecast demand for 6 cupcakes but have 10 customers, you'd lose 4 sales. The same logic applies to all businesses–meeting demand accurately can boost sales and prevent missed opportunities. Accuracy is especially vital for SaaS businesses in resource allocation, budgeting, identification of potential cash flow challenges, setting realistic revenue targets, and much more.

10 Best Sales Forecasting Tools for 2025

  1. Pipedrive

Pipedrive is highly regarded for its visual and user-friendly design that aids in organizing pipelines and taking actionable steps. It offers comprehensive performance reports and a customizable Forecast View for regular planning and course correction. The Insights Revenue Forecast feature, available in the Professional and Enterprise plans, provides powerful revenue predictions. 

Key Forecasting Features:

  • Displays projected revenue visually based on deal stages and close dates.
  • Tracks key metrics like deal volume and conversion rates for data-driven insights.
  • Integrates deal management with features for timely follow-ups and customization of deal stages.
  • Uses historical data to assess deal closure likelihood and recommend priority leads.
  • Offers flexible settings for date fields and probability weights to align with business needs.


Pricing: Pipedrive offers several subscription plans, but for sales forecasting, you’ll need the Professional plan at $49.90/user/month (billed annually).

Free Trial: Free 14-day Professional plan trial

  1. Zendesk Sell

Zendesk Sell’s advanced sales reporting and dashboards provide real-time insights and projections, making it easy to track progress. It uses historical trends to assess the likelihood of success and estimate close dates by integrating forecast data directly into each deal. This allows you to focus on high-priority deals with the best chances of winning, streamlining your sales strategy for maximum efficiency. 

Key Forecasting Features:

  • The ‘Forecasted Sales by Source’ report tracks forecasted sales and lead origins.
  • Uses out-of-the-box reports to analyze key metrics on sales activities and outcomes.
  • Evaluate pipeline insights to understand deal wins or losses.
  • Built-in reports to quickly access key metrics on sales activities and outcomes.
  • Creates and shares custom forecast reports using Sell data, like weighted forecasts by team.

Pricing: Team: $19 per user/month, Growth: $55 per user/month, Professional: $115 per user/month, Enterprise: Contact sales

Free Trial: Free 14-day trial

  1. Clari

Clari is another popular sales forecasting tool preferred by B2B sales leaders to shorten sales cycles and gain accurate sales forecasts. It offers real-time visualizations, tracks forecast changes and provides features for pipeline inspection, account engagement, CRM automation, and revenue intelligence. 

Key Forecasting Features:

  • Uses AI to enhance intuition, allowing users to validate forecasts and gain precise quarter-end insights.
  • Comprehensive forecasting for accounts, pipeline generation, new business, renewals, churn, cross-sell, and expansions, tracking performance against plans.
  • Test various scenarios and validate predictions with real data.
  • Users can break down forecasts by geography, vertical, and product, gaining deeper business performance insights.
  • Offers true pipeline insights, detailing transactions, coverage, and efforts needed to meet targets.

Pricing: Available upon request

Free Trial: Free demo available upon request

  1. Gong

Gong.io is a revenue intelligence platform helping businesses engage with their customers, forecast sales accurately, and enhance team productivity. 

Gong’s Deal Boards offer a streamlined way to monitor key deals, metrics, and insights, with a customizable pipeline view. It also stands out for its user-friendly interface, coupled with powerful reporting and visualization features that simplify tracking sales performance and improve decision-making.

Key Forecasting Features: 

  • Uses AI to predict future outcomes and make accurate sales forecasts based on data.
  • Reviews the sales pipeline to identify risks, bottlenecks, and improvement areas.
  • Consolidates sales data for an organized view across teams.
  • Assigns scores to prioritize high-impact deals, enhancing team performance and pipeline progress.

Pricing: Contact for a customized proposal

Free Trial: Not available

  1. Avoma

Avoma's AI Forecasting Assistant offers complete visibility into your deal pipeline and builds accurate revenue by coupling AI-powered insights from customer conversations with CRM data. Its Forecasting Assistant's dashboard allows close monitoring of team revenue attainment, prioritizing deals, identifying risks, and offering mitigation strategies.

Key Forecasting Features:

  • Assesses pipeline health, monitors high-risk areas, and tracks monthly changes for better decision-making.
  • Tracks revenue across pipelines, identifies risks and improves forecasting accuracy.
  • Deal Health Alerts analyzes customer sentiments to prioritize winnable deals.
  • Automated CRM updates ensure real-time, accurate data for precise forecasts.
  • Captures, transcribes, and analyzes meetings for comprehensive customer insights and productivity boosts.
  • Avoma's Conversation Intelligence provides AI-driven insights from emails and meetings for accurate forecasting.

Pricing: Plans start at $19/user/mo. For forecasting features, you will need the business plan at $79/user/mo. 

Free Trial: Free 14 days trial

  1. Weflow

Weflow optimizes sales forecasting by simplifying the submission, review, and tracking of changes in Salesforce. It supports collaborative forecasting, enhances data accuracy, and automates the syncing of sales activities, ensuring comprehensive CRM data.

Features like bulk editing, deal alerts, and note templates help improve adherence to sales processes, leading to more reliable revenue predictions. 

Key Forecasting Features:

  • Simplifies forecast consolidation by rolling up forecasts across roles and teams.
  • Offers detailed deal signals and insights to highlight opportunities and risks.
  • Monitors forecast precision for teams and individuals.
  • Tracks pipeline progress with daily snapshots, comparing forecasts and performance.
  • Enables custom forecast submission schedules, ensuring regular updates.

Pricing: For the sales forecasting platform, it’s $55/mo per user. No platform fees.

Free Trial: Free 14 days trial

  1. Mediafly

Mediafly Intelligence360 is an AI-driven sales forecasting software that eliminates the need for spreadsheets. It simplifies forecasting with machine learning-driven metrics, ensuring accurate and validated predictions.

Key Forecasting Features:

  • Detects trends, risks, and pipeline gaps, providing actionable insights.
  • Streamlines forecasts by rolling up data from teams and managers.
  • Enhances forecast accuracy by validating projections with AI-driven insights.
  • Offers customizable views for sales metrics, aligning teams on revenue goals.
  • Tracks both seller and buyer engagements to improve forecast accuracy and monitor pipeline health.

Pricing: Contact Mediafly for pricing

Free Trial: Free 60 days trial period

  1. Salesforce

Salesforce's Sales Cloud offers powerful pipeline management and forecasting tools, especially beneficial for businesses with diverse product lines. It allows for extensive customization, enabling you to filter data, adjust forecasts, and set custom date ranges for revenue and other key metrics based on user roles or territory hierarchies.

Key Forecasting Features:

  • Salesforce Einstein uses AI to analyze data and predict future sales, improving accuracy and identifying opportunities and risks.
  • Tailor dashboards to show key metrics and trends with real-time updates and visualizations for clear sales performance tracking.
  • Salesforce’s Collaborative Forecasting allows teams to share insights, adjust forecasts, and provide real-time feedback to enhance accuracy and alignment.
  • Set and track sales quotas for reps and teams, providing visibility into performance against targets using Salesforce’s Quota Management.
  • Opportunity Splits in Salesforce allow managing and forecasting revenue from deals involving multiple reps, ensuring accurate credit and fair pipeline representation.

Pricing: Starter: $25 per user/month, Professional: $100 per user/month, Enterprise: $165 per user/month, Unlimited: $330 per user/month. Forecasting features are unavailable in the starter package.
Free Trial: Free 30 days trial period

  1. Anaplan

Anaplan leverages predictive insights to highlight the best revenue opportunities. This sales forecasting tool offers detailed analysis by geography, product line, or account, down to specific cities or product SKUs, providing a comprehensive view of your pipeline. 

Key Forecasting Features:

  • Enables cross-departmental collaboration between sales, finance, HR, and operations.
  • Allows users to build reports based on existing spreadsheet models for tailored insights.
  • Supports integrated budgeting and operational forecasts to manage business performance.
  • Aligns sales incentives with forecasting to drive performance and accountability.

Pricing: Contact Anaplan for pricing

Free Trial: Free 90 days trial period

  1. Aviso

Promising 98% accuracy, Aviso is a sales-focused AI-powered solution that employs a unified forecasting approach that combines human judgment with its advanced predictive sales forecasting AI feature. 

It provides solutions for remote sales collaboration and advanced revenue operations, making it a valuable addition to your tech stack. However, Aviso lacks CRM capabilities, so you'll need an existing CRM system to avoid alignment issues. Additionally, integrating non-CRM software with your sales data may require extra steps.

Key Forecasting Features:

  • Uses over 1000 signals to enhance call effectiveness, next-best actions, and deal closures.
  • Simplifies deal tracking, quarterly analysis, and forecast updates for accurate revenue predictions.
  • Offers comprehensive views of pipeline development, health, and target fulfillment.
  • Identifies pipeline flux causes for informed decisions and proactive issue resolution.
  • Provides actionable insights for deal prioritization, detecting churn risks, and planning optimal outcomes.


Pricing: Contact Aviso for a custom quote

Free trial: Free 30 days trial period

Forecast the Future

While the future is uncertain, accurate sales forecasting helps navigate it. 

Accurate sales forecasting is paramount, especially in today's competitive, challenging market where every deal and dollar counts. 

Dive into the aforementioned list of best sales forecasting tools and review their features to find the perfect match for your business requirements.

However, before proceeding, consider whether you have a clear understanding of next month's demand or if you risk missing out on sales and revenue. The best tools can unlock crucial insights to ensure you’re fully prepared.

4 Frequently Asked Questions

  1. What key factors should be considered when selecting the best sales forecasting tool?

Factors such as user-friendliness, accuracy, predictive analytics ability, integration with your CRM software, scalability and sales projection, customization, etc., can be crucial when choosing the right tool.

  1. How do you forecast sales in Excel based on historical data?

To use Excel's Forecast Sheet tool, input your historical sales data, highlight the range, and navigate to the Data tab to select ‘Create Forecast Sheet.’ Excel will generate projections using linear regression automatically, but you can enhance accuracy by adjusting settings like seasonality and confidence intervals.

  1. What KPIs (Key Performance Indicators) and metrics are used in forecasting?

The following KPIs and metrics are typically used for effective sales forecasting:

  • Activity-Based Forecast KPI Metrics (Number of calls made, emails sent, meetings scheduled, time spent on prospecting)
  • Pipeline and Opportunity Metrics (Number of qualified leads, sales opportunities, average deal size, sales cycle length)
  • Conversion and Productivity Metrics (Conversion rates at each stage, opportunity-to-win conversion rate, bookings per representative)
  1. What is AI sales forecasting?

AI-powered sales forecasting can provide valuable insights into improving lead scoring and pipeline management, maximizing customer lifetime value, boosting customer retention, and enhancing performance management. 

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