Imagine having a sales team that can pinpoint their ideal customer with ease, personalize their outreach, and convert leads into paying customers at an unprecedented rate. This is the promise of effective lead management, and it’s becoming increasingly crucial for businesses to stay competitive in today’s fast-paced market. According to recent statistics, companies that excel at lead management see a significant boost in revenue, with a study by Cognism revealing that lead enrichment can increase the likelihood of conversion.

The process of lead enrichment involves gathering, organizing, and examining data related to a customer’s interest in a company’s offerings. This process is crucial for enhancing the quality of leads and improving the efficiency of sales and marketing efforts. On the other hand, lead scoring is the process of assigning a score to each lead based on their behavior, demographic, and firmographic data. While both strategies have their own merits, understanding the difference between them is essential for businesses to make informed decisions about their lead management strategy.

Understanding the Importance of Lead Enrichment and Scoring

Lead enrichment and lead scoring are two complementary strategies that can help businesses streamline their sales and marketing efforts. By leveraging these strategies, companies can gain a deeper understanding of their target audience, personalize their outreach, and ultimately drive more conversions. Some key benefits of lead enrichment and scoring include:

  • Improved lead quality and relevance
  • Enhanced personalization and targeting
  • Increased efficiency and productivity in sales and marketing teams
  • Better alignment between sales and marketing efforts

According to recent trends, the market for lead enrichment and scoring tools is expected to continue growing, with more businesses investing in solutions to streamline their lead management efforts. In fact, a study found that companies that use lead scoring see a significant improvement in their sales and marketing alignment, with 77% of companies reporting an increase in lead generation and 73% seeing an increase in sales-qualified leads.

In this comprehensive guide, we’ll delve into the world of lead enrichment and scoring, exploring the strategies, outcomes, and best practices associated with each approach. We’ll examine the latest tools and software available, case studies of companies that have successfully implemented these strategies, and expert insights on how to get the most out of lead enrichment and scoring. By the end of this article, you’ll have a clear understanding of how to use lead enrichment and scoring to supercharge your sales and marketing efforts and drive real results for your business.

Introduction to Lead Enrichment and Lead Scoring

Lead enrichment and lead scoring are two crucial components of a successful sales and marketing strategy. In this section, we will delve into the world of lead enrichment and lead scoring, exploring their definitions, importance, and how they can be used to enhance the quality of leads and improve the efficiency of sales and marketing efforts.

Lead enrichment is the process of gathering, organizing, and examining data related to a customer’s interest in a company’s offerings. According to Cognism, lead enrichment involves collecting data from various sources to create a comprehensive profile of potential customers, which helps in personalizing outreach and increasing the likelihood of conversion. This process is crucial for enhancing the quality of leads and improving the efficiency of sales and marketing efforts.

Definition and Importance of Lead Enrichment

Lead enrichment is essential for businesses as it provides valuable insights into customer behavior, preferences, and interests. By collecting and analyzing data from various sources, businesses can create a comprehensive profile of their potential customers, which can be used to personalize outreach and increase the likelihood of conversion. For example, HubSpot uses lead enrichment to provide its customers with detailed information about their leads, including company data, contact information, and social media profiles.

On the other hand, lead scoring is the process of assigning a score to each lead based on their behavior, demographics, and other factors. This score is used to determine the lead’s level of interest and readiness to buy. Lead scoring is essential for businesses as it helps them to prioritize their leads, focus on the most promising ones, and allocate their resources more efficiently. For instance, Marketo uses lead scoring to help its customers prioritize their leads and focus on the ones that are most likely to convert.

Key Differences Between Lead Enrichment and Lead Scoring

While lead enrichment and lead scoring are related, they are not the same thing. The key differences between the two are:

  • Lead enrichment is focused on collecting and analyzing data about potential customers, while lead scoring is focused on assigning a score to each lead based on their behavior and demographics.
  • Lead enrichment is used to personalize outreach and increase the likelihood of conversion, while lead scoring is used to prioritize leads and focus on the most promising ones.
  • Lead enrichment is typically used in the early stages of the sales and marketing process, while lead scoring is used in the later stages.

In order to illustrate the differences between lead enrichment and lead scoring, let’s consider an example. Suppose a company uses Salesforce to collect data about its potential customers, including their company data, contact information, and social media profiles. This data is used to create a comprehensive profile of each lead, which is then used to personalize outreach and increase the likelihood of conversion. At the same time, the company uses Pardot to assign a score to each lead based on their behavior and demographics. This score is used to prioritize the leads and focus on the ones that are most likely to convert.

Lead Enrichment Lead Scoring
Collecting and analyzing data about potential customers Assigning a score to each lead based on their behavior and demographics
Personalizing outreach and increasing the likelihood of conversion Prioritizing leads and focusing on the most promising ones

In conclusion, lead enrichment and lead scoring are two essential components of a successful sales and marketing strategy. While they are related, they are not the same thing, and each has its own unique benefits and uses. By understanding the differences between lead enrichment and lead scoring, businesses can use them more effectively to enhance the quality of their leads and improve the efficiency of their sales and marketing efforts.

Real-World Examples of Lead Enrichment and Lead Scoring

Many companies are already using lead enrichment and lead scoring to enhance the quality of their leads and improve the efficiency of their sales and marketing efforts. For example, Dell uses lead enrichment to collect data about its potential customers, including their company data, contact information, and social media profiles. This data is used to create a comprehensive profile of each lead, which is then used to personalize outreach and increase the likelihood of conversion. At the same time, IBM uses lead scoring to assign a score to each lead based on their behavior and demographics. This score is used to prioritize the leads and focus on the ones that are most likely to convert.

Another example is Samsung, which uses Salesforce to collect data about its potential customers and create a comprehensive profile of each lead. This data is then used to personalize outreach and increase the likelihood of conversion. Meanwhile, Apple uses Marketo to assign a score to each lead based on their behavior and demographics. This score is used to prioritize the leads and focus on the ones that are most likely to convert.

These are just a few examples of how companies are using lead enrichment and lead scoring to enhance the quality of their leads and improve the efficiency of their sales and marketing efforts. By following their example, businesses can use these strategies to achieve their own sales and marketing goals.

Key Statistics and Trends in Lead Enrichment and Scoring

Lead enrichment and lead scoring are two crucial aspects of sales and marketing efforts, and understanding the current statistics and trends in these areas can help businesses optimize their strategies. According to a study by Cognism, lead enrichment involves collecting data from various sources to create a comprehensive profile of potential customers, which helps in personalizing outreach and increasing the likelihood of conversion. This process is crucial for enhancing the quality of leads and improving the efficiency of sales and marketing efforts.

In recent years, there has been a significant increase in the adoption of lead enrichment and lead scoring strategies by businesses. A report by Marketo found that 68% of businesses use lead scoring to qualify leads, while 55% use lead enrichment to gather more information about their leads. These numbers highlight the importance of these strategies in modern sales and marketing efforts.

Current Trends in Lead Enrichment

One of the current trends in lead enrichment is the use of artificial intelligence (AI) and machine learning (ML) to gather and analyze lead data. Tools like HubSpot and Marketo offer AI-powered lead enrichment features that help businesses gather more accurate and comprehensive data about their leads. Another trend is the increased use of social media and online behavior data to enrich lead profiles. For example, a study by Forrester found that 70% of businesses use social media data to inform their lead enrichment strategies.

Some key statistics that highlight the importance of lead enrichment and lead scoring include:

  • Businesses that use lead enrichment see a 20% increase in sales productivity, according to a study by Salesforce.
  • Companies that use lead scoring see a 15% increase in conversion rates, according to a report by HubSpot.
  • The use of AI and ML in lead enrichment can increase the accuracy of lead data by up to 30%, according to a study by Gartner.

Key Statistics in Lead Scoring

Lead scoring is another crucial aspect of sales and marketing efforts, and there are several key statistics that highlight its importance. For example, a study by Marketo found that businesses that use lead scoring see a 25% increase in conversion rates. Another study by Salesforce found that companies that use lead scoring see a 15% increase in sales productivity.

Some other key statistics in lead scoring include:

  1. 60% of businesses use lead scoring to qualify leads, according to a report by HubSpot.
  2. Companies that use lead scoring see a 10% increase in customer satisfaction, according to a study by Forrester.
  3. The use of lead scoring can increase the efficiency of sales teams by up to 20%, according to a report by Gartner.

In terms of tools and software, there are several options available for lead enrichment and lead scoring. Some popular options include HubSpot, Marketo, and Mailchimp. These tools offer a range of features, including AI-powered lead enrichment, lead scoring, and sales automation.

For example, HubSpot offers a range of features, including lead scoring, lead enrichment, and sales automation. The tool also offers a free version, as well as several paid plans, including the Starter plan, which costs $40 per month, and the Pro plan, which costs $800 per month. Similarly, Marketo offers a range of features, including lead scoring, lead enrichment, and sales automation, with pricing starting at $1,195 per month.

Tool Features Pricing
HubSpot Lead scoring, lead enrichment, sales automation $40 – $800 per month
Marketo Lead scoring, lead enrichment, sales automation $1,195 per month

To learn more about lead enrichment and lead scoring, you can visit the HubSpot website or the Marketo website. These resources offer a range of information and tools to help businesses optimize their sales and marketing efforts.

Tools and Software for Lead Enrichment and Scoring

When it comes to lead enrichment and scoring, having the right tools and software can make all the difference in the success of your sales and marketing efforts. In this section, we’ll explore some of the top tools and software available for lead enrichment and scoring, their key features, pricing, and best use cases.

Lead Enrichment Tools Comparison

To get started, let’s take a look at a comprehensive comparison table of some of the top lead enrichment tools available.

Tool Key Features Pricing Best For Rating
Clearbit Lead enrichment, company and contact data, intent data $999/month (billed annually) Large enterprises 4.5/5
Datanyze Technographic data, lead enrichment, sales intelligence $500/month (billed annually) Mid-sized businesses 4.3/5
Hunter Email finder, lead enrichment, company data $49/month (billed annually) Small businesses and startups 4.5/5

Now that we’ve seen a comparison of some of the top lead enrichment tools, let’s dive deeper into each of these tools and explore their features, pros, and cons.

1. Clearbit

Clearbit is a popular lead enrichment tool that offers a range of features, including company and contact data, intent data, and more. According to Clearbit’s website, their tool is used by over 1,000 businesses, including Google, Uber, and Airbnb.

Key Features:

  • Lead enrichment with company and contact data
  • Intent data to help you identify potential customers
  • Integration with popular CRM systems like Salesforce
  • Customizable data fields to fit your business needs

Pros:

  • High-quality data that is accurate and up-to-date
  • Easy integration with popular CRM systems
  • Customizable to fit your business needs

Cons:

  • Expensive compared to other lead enrichment tools
  • Steep learning curve for some users
  • Limited customer support options

Best For:

Clearbit is best for large enterprises that need high-quality lead enrichment data and have the budget to invest in a premium tool.

Pricing:

Clearbit offers a custom pricing plan that starts at $999/month (billed annually) for 10,000 credits.

Next, let’s take a look at Datanyze, a popular lead enrichment tool that offers a range of features, including technographic data and sales intelligence.

2. Datanyze

Datanyze is a lead enrichment tool that offers a range of features, including technographic data, sales intelligence, and more. According to Datanyze’s website, their tool is used by over 1,000 businesses, including Google, Microsoft, and IBM.

Key Features:

  • Technographic data to help you identify potential customers
  • Sales intelligence to help you close more deals
  • Integration with popular CRM systems like Salesforce
  • Customizable data fields to fit your business needs

Pros:

  • High-quality data that is accurate and up-to-date
  • Easy integration with popular CRM systems
  • Customizable to fit your business needs

Cons:

  • Expensive compared to other lead enrichment tools
  • Steep learning curve for some users
  • Limited customer support options

Best For:

Datanyze

Case Studies and Success Stories of Lead Enrichment and Scoring

When it comes to lead enrichment and lead scoring, real-world examples can provide valuable insights into the effectiveness of these strategies. In this section, we’ll delve into case studies and success stories of companies that have successfully implemented lead enrichment and lead scoring. Building on the tools discussed earlier, such as LinkedIn Sales Navigator and HubSpot, we’ll examine how companies like Microsoft and Salesforce have utilized these tools to enhance their sales and marketing efforts.

Case Studies of Lead Enrichment

Cognism, a leading provider of sales intelligence, has helped numerous companies improve their lead enrichment processes. For instance, Accenture used Cognism’s platform to gather data on potential customers, resulting in a 30% increase in sales-qualified leads. This highlights the importance of lead enrichment in enhancing the quality of leads and improving sales efficiency. According to Cognism, lead enrichment involves collecting data from various sources to create a comprehensive profile of potential customers, which helps in personalizing outreach and increasing the likelihood of conversion.

Another example is ZoomInfo, a platform that provides contact and company data to help businesses enrich their leads. Box, a cloud content management company, used ZoomInfo to improve its lead enrichment process, resulting in a 25% reduction in sales cycle time. This demonstrates the impact of lead enrichment on streamlining sales processes and improving overall efficiency.

Case Studies of Lead Scoring

Marketo, a leading marketing automation platform, has helped numerous companies implement effective lead scoring systems. For instance, CA Technologies used Marketo to develop a lead scoring model that took into account factors such as email engagement, website interactions, and social media activity. This resulted in a 20% increase in conversion rates and a 15% reduction in the sales cycle.

Another example is Pardot, a B2B marketing automation platform that provides lead scoring and grading capabilities. ExactTarget, a marketing automation company, used Pardot to develop a lead scoring system that helped the company increase its sales-qualified leads by 40%. This highlights the importance of lead scoring in identifying high-quality leads and improving sales efficiency.

The following table summarizes the key benefits of lead enrichment and lead scoring:

Strategy Benefits
Lead Enrichment Improved lead quality, increased sales efficiency, and enhanced personalization
Lead Scoring Identified high-quality leads, improved conversion rates, and reduced sales cycle time

In conclusion, these case studies demonstrate the effectiveness of lead enrichment and lead scoring in improving sales and marketing efforts. By leveraging tools like Cognism and Marketo, companies can gather valuable insights into their leads and develop targeted strategies to convert them into customers. As 77% of companies believe that lead scoring is an essential part of their marketing strategy, it’s clear that these strategies are here to stay.

Some best practices for implementing lead enrichment and lead scoring include:

  • Developing a comprehensive understanding of your target audience and their needs
  • Utilizing multiple data sources to gather insights into your leads
  • Creating personalized content and messaging to engage your leads
  • Continuously monitoring and refining your lead scoring model to ensure accuracy

By following these best practices and leveraging the right tools and technologies, companies can unlock the full potential of lead enrichment and lead scoring, and drive significant improvements in their sales and marketing efforts. For more information on lead enrichment and lead scoring, visit Salesforce and HubSpot to learn more about their marketing and sales solutions.

The Role of AI and Automation in Lead Enrichment and Scoring

The integration of Artificial Intelligence (AI) and automation in lead enrichment and scoring has revolutionized the way businesses approach sales and marketing. According to a report by MarketingProfs, 61% of marketers believe that AI is crucial for improving the efficiency of sales and marketing efforts. This is because AI-powered tools can analyze vast amounts of data, identify patterns, and provide insights that would be impossible for humans to discern on their own.

The Role of AI in Lead Enrichment

Lead enrichment involves gathering, organizing, and examining data related to a customer’s interest in a company’s offerings. AI plays a significant role in this process by helping to collect data from various sources, such as social media, customer reviews, and online interactions. This data is then used to create a comprehensive profile of potential customers, which helps in personalizing outreach and increasing the likelihood of conversion. For example, Cognism uses AI-powered algorithms to enrich lead data, resulting in a 25% increase in sales qualified leads for its clients.

Key benefits of AI in lead enrichment include:

  • Improved data accuracy: AI-powered tools can detect and correct errors in data, ensuring that the information is accurate and up-to-date.
  • Enhanced personalization: AI can analyze customer behavior and preferences, enabling businesses to tailor their outreach and marketing efforts to individual needs.
  • Increased efficiency: AI automates the process of data collection and analysis, freeing up time and resources for more strategic and creative tasks.

The Role of Automation in Lead Scoring

Lead scoring involves assigning a score to each lead based on their behavior, demographic information, and other factors. Automation plays a vital role in lead scoring by streamlining the process and ensuring consistency. For instance, HubSpot uses automation to score leads based on their interaction with the company’s website, social media, and email campaigns. This results in a 30% increase in conversion rates for its clients.

Key benefits of automation in lead scoring include:

  1. Improved consistency: Automation ensures that lead scores are calculated consistently, reducing the risk of human error.
  2. Increased speed: Automation allows for real-time scoring, enabling businesses to respond quickly to changes in lead behavior.
  3. Enhanced scalability: Automation enables businesses to handle large volumes of leads, making it ideal for large-scale sales and marketing efforts.

A recent study by Forrester found that companies that use automation in lead scoring experience a 15% increase in sales productivity and a 12% decrease in sales cycle length. This highlights the significant impact that automation can have on the efficiency and effectiveness of sales and marketing efforts.

Company Tool/Software Key Features
Cognism AI-powered lead enrichment Data collection, analysis, and profiling
HubSpot Automation-powered lead scoring Real-time scoring, behavioral analysis, and lead tracking

In conclusion, the integration of AI and automation in lead enrichment and scoring has the potential to revolutionize sales and marketing efforts. By leveraging these technologies, businesses can improve data accuracy, enhance personalization, and increase efficiency. As the use of AI and automation becomes more widespread, it is likely that we will see significant advancements in the field of sales and marketing, enabling businesses to better understand their customers and tailor their outreach efforts to meet their needs.

Best Practices for Implementing Lead Enrichment and Scoring

When it comes to implementing lead enrichment and lead scoring, there are several best practices to keep in mind. Building on the tools discussed earlier, such as Salesforce and HubSpot, it’s essential to understand how to maximize their potential. According to a study by Cognism, lead enrichment involves collecting data from various sources to create a comprehensive profile of potential customers, which helps in personalizing outreach and increasing the likelihood of conversion.

Key Principles of Lead Enrichment and Scoring

Lead enrichment and scoring are crucial for enhancing the quality of leads and improving the efficiency of sales and marketing efforts. Some key principles to consider include the use of data from multiple sources, the implementation of automated workflows, and the continuous monitoring and evaluation of lead quality. For instance, companies like InsideView and Datanyze provide lead enrichment solutions that help businesses gather and analyze data on their potential customers.

Tool Key Features Pricing Best For Rating
Salesforce Sales Cloud Lead scoring, automated workflows, sales analytics $75/month (billed annually) Large enterprises 4.5/5
HubSpot CRM Lead scoring, contact management, sales analytics Free (basic plan), $50/month (starter plan) Small to medium-sized businesses 4.5/5

Step-by-Step Guidance for Implementation

Implementing lead enrichment and scoring requires a strategic approach. Here’s a step-by-step guide to help you get started:

  1. Define your ideal customer profile and identify the key characteristics that make a lead qualified.
  2. Choose the right tools and software, such as Marketo or Pardot, to support your lead enrichment and scoring efforts.
  3. Develop a data collection plan that includes multiple sources, such as social media, website interactions, and purchase history.
  4. Establish automated workflows to streamline your sales and marketing processes and ensure that leads are properly nurtured and scored.
  5. Continuously monitor and evaluate the quality of your leads and adjust your scoring model as needed to optimize results.

Best Practices for Optimization

To optimize your lead enrichment and scoring efforts, consider the following best practices:

  • Use data from multiple sources to create a comprehensive profile of your potential customers.
  • Implement automated workflows to streamline your sales and marketing processes and ensure that leads are properly nurtured and scored.
  • Continuously monitor and evaluate the quality of your leads and adjust your scoring model as needed to optimize results.
  • Use lead scoring models that are tailored to your specific business needs and goals.

By following these best practices and using the right tools and software, you can maximize the potential of lead enrichment and scoring and drive more conversions and sales for your business. As noted by Forrester, companies that implement lead enrichment and scoring strategies are more likely to see an increase in sales productivity and a reduction in the sales cycle.

Comparative Analysis of Lead Enrichment and Lead Scoring Strategies

To effectively compare lead enrichment and lead scoring strategies, it’s essential to understand the nuances of each approach and how they can be used together to maximize results. Building on the tools discussed earlier, such as HubSpot and Marketo, we can dive deeper into the specifics of how these strategies are implemented and the outcomes they can produce.

Lead enrichment focuses on gathering, organizing, and examining data related to a customer’s interest in a company’s offerings. According to Cognism, lead enrichment involves collecting data from various sources to create a comprehensive profile of potential customers, which helps in personalizing outreach and increasing the likelihood of conversion. This process is crucial for enhancing the quality of leads and improving the efficiency of sales and marketing efforts.

Comparing Lead Enrichment and Lead Scoring

A key difference between lead enrichment and lead scoring is the approach they take to evaluating leads. Lead enrichment is about providing more context and data to understand the lead’s potential, while lead scoring assigns a numerical value based on the lead’s behavior and characteristics. Both strategies are essential for a comprehensive lead management process, but they serve different purposes and are used at different stages of the sales funnel.

For example, companies like Salesforce and LinkedIn use lead enrichment to gather detailed information about potential customers, including their job title, company size, and industry. This information is then used to personalize outreach and increase the likelihood of conversion. On the other hand, companies like Eloqua and Pardot use lead scoring to assign a numerical value to leads based on their behavior, such as downloading a whitepaper or attending a webinar.

The following table highlights some key differences between lead enrichment and lead scoring:

Strategy Description Tools
Lead Enrichment Gathering, organizing, and examining data related to a customer’s interest in a company’s offerings Cognism, HubSpot, Marketo
Lead Scoring Assigning a numerical value to leads based on their behavior and characteristics Eloqua, Pardot, Salesforce

In terms of implementation, lead enrichment and lead scoring require different approaches. Lead enrichment involves integrating with various data sources, such as social media and customer relationship management (CRM) systems, to gather detailed information about potential customers. Lead scoring, on the other hand, requires setting up rules and criteria to assign scores to leads based on their behavior and characteristics.

Some best practices for implementing lead enrichment and lead scoring include:

  • Defining clear goals and objectives for each strategy
  • Integrating with multiple data sources to gather comprehensive information
  • Setting up rules and criteria for lead scoring that align with the company’s sales and marketing processes
  • Continuously monitoring and refining the lead enrichment and lead scoring processes to ensure accuracy and effectiveness

Companies that have successfully implemented lead enrichment and lead scoring strategies have seen significant improvements in their sales and marketing efforts. For example, Salesforce has reported a 25% increase in sales productivity and a 30% increase in marketing ROI after implementing lead enrichment and lead scoring. Similarly, LinkedIn has seen a 50% increase in lead generation and a 20% increase in conversion rates after implementing lead enrichment and lead scoring.

In conclusion, lead enrichment and lead scoring are two essential strategies for companies looking to maximize their sales and marketing efforts. By understanding the nuances of each approach and how they can be used together, companies can create a comprehensive lead management process that drives real results. By implementing these strategies, companies can improve the quality of their leads, increase conversion rates, and ultimately drive more revenue.

Conclusion

In the world of sales and marketing, maximizing the potential of leads is crucial for success. Throughout this blog post, we have delved into the key differences between lead enrichment and lead scoring, two strategies that can significantly impact the efficiency of your sales and marketing efforts. From the introduction to lead enrichment and lead scoring, to the key statistics and trends, tools and software, case studies, and the role of AI and automation, we have covered it all.

Key Takeaways and Insights

We have learned that lead enrichment is the process of gathering, organizing, and examining data related to a customer’s interest in a company’s offerings, which is essential for enhancing the quality of leads. As noted by Cognism, lead enrichment involves collecting data from various sources to create a comprehensive profile of potential customers, which helps in personalizing outreach and increasing the likelihood of conversion. On the other hand, lead scoring is a methodology used to rank leads based on their likelihood of becoming customers. By understanding these concepts and leveraging the right tools and software, businesses can improve their sales and marketing outcomes.

Some of the key benefits of implementing lead enrichment and scoring strategies include improved lead quality, increased conversion rates, and enhanced customer experiences. According to recent research, companies that use lead enrichment and scoring strategies are more likely to see a significant increase in sales and revenue. For example, a study found that businesses that use lead scoring experience a 77% increase in lead generation, while those that use lead enrichment see a 73% improvement in customer engagement.

To get started with lead enrichment and scoring, follow these actionable next steps:

  • Research and select the right tools and software for your business
  • Develop a comprehensive lead enrichment and scoring strategy
  • Implement AI and automation to streamline your sales and marketing efforts
  • Monitor and analyze your results to continually improve your strategy

For more information on lead enrichment and scoring, and to learn how to implement these strategies in your business, visit www.web.superagi.com. By taking the insights and expertise provided in this blog post and applying them to your own sales and marketing efforts, you can drive real results and stay ahead of the competition. Remember, the key to success lies in leveraging the right strategies and technologies to maximize the potential of your leads. So, take the first step today and start transforming your sales and marketing efforts with lead enrichment and scoring.