7 Best Alternatives to Drift AI for Conversational Sales & CX

Why look beyond Drift AI

Drift AI focuses on conversational marketing, sales, and customer support, providing tools for lead qualification, personalized buyer journeys, and automated engagement. Organizations may seek alternatives for several reasons, including specific feature requirements not met by Drift's core offerings, integration needs with existing technology stacks, or differing scalability and customization demands. While Drift offers capabilities like AI-powered chatbots and real-time sales assistance according to its documentation, some enterprises might require more extensive LLM fine-tuning capabilities, broader generative AI applications beyond conversational interfaces, or a platform deeply embedded within a specific cloud ecosystem like Azure or AWS.

Cost considerations can also influence the decision, as Drift operates on a custom enterprise pricing model. Furthermore, companies with advanced data governance or compliance requirements might prioritize platforms offering on-premises deployment options or a stricter adherence to specific regional data residency policies. The need for a platform that can support a wider range of AI workloads, such as extensive knowledge retrieval, complex document processing, or code generation, could also lead organizations to explore alternatives that offer more generalized generative AI capabilities rather than specialized conversational marketing tools.

Top alternatives ranked

1. 1. Intercom — Customer messaging platform for sales, marketing, and support

   Intercom provides a suite of tools for customer messaging, encompassing live chat, chatbots, and targeted email campaigns. It aims to unify communication across the customer lifecycle, from acquisition to support. The platform includes features for lead qualification, onboarding, and proactive engagement, allowing businesses to communicate with customers and prospects directly on their website or within their application. Intercom's Messenger can be customized to offer self-service options, collect user feedback, and route conversations to the appropriate teams. It supports integrations with a range of business tools, including CRM and marketing automation platforms. The focus is on delivering personalized experiences at scale through a combination of automated and human-assisted interactions.

   Best for: Companies seeking an integrated platform for customer messaging across sales, marketing, and support, with a strong emphasis on live chat and in-app communication.

   Learn more: Intercom Profile

   Official site: Intercom

2. 2. Salesforce Einstein — AI layer embedded across Salesforce products for CRM intelligence

   Salesforce Einstein is an artificial intelligence technology integrated into the Salesforce platform, designed to enhance various CRM functions. It provides predictive analytics, prescriptive recommendations, and automation capabilities across sales, service, marketing, and commerce clouds. For instance, Einstein can automate data entry, prioritize leads, predict customer behavior, and personalize marketing content. Within customer service, it powers chatbots, intelligent case routing, and agent assistance, aiming to improve efficiency and customer satisfaction. The platform leverages machine learning to analyze customer data within Salesforce, providing actionable insights directly within workflows. Its utility extends to developers through APIs and tools for building custom AI-powered applications within the Salesforce ecosystem.

   Best for: Existing Salesforce users looking to embed AI capabilities directly into their CRM workflows for sales, service, and marketing automation.

   Learn more: Salesforce Einstein Profile

   Official site: Salesforce Einstein Product Guide

3. 3. Qualified — Conversational sales and marketing platform for enterprise websites

   Qualified is designed for enterprise sales and marketing teams to engage high-value website visitors in real-time. It focuses on identifying and connecting with qualified buyers using a combination of live chat, chatbots, and sales rep routing. The platform integrates with CRM systems to provide sales teams with immediate context about visitors, enabling personalized outreach. Qualified's features include visitor intelligence, meeting scheduling, and conversational flows tailored to specific buyer segments. It aims to accelerate the sales cycle by facilitating instant conversations with potential customers, addressing their questions, and guiding them through the sales funnel. The platform emphasizes maximizing conversion rates from website traffic through proactive engagement.

   Best for: Enterprise sales and marketing teams focused on real-time engagement and qualification of high-value prospects on their websites.

   Learn more: Qualified Profile

   Official site: Qualified

4. 4. Gong — Revenue intelligence platform for sales teams

   Gong provides a revenue intelligence platform that captures, transcribes, and analyzes customer interactions across various channels, including calls, emails, and web conferences. It uses AI to identify patterns, trends, and actionable insights from these conversations to help sales teams improve their performance. The platform offers features such as deal intelligence, coaching insights, and market intelligence, enabling sales leaders to understand what drives successful outcomes. Gong aims to enhance sales productivity, forecasting accuracy, and overall revenue generation by providing data-driven recommendations. Its capabilities extend to identifying at-risk deals, uncovering competitor mentions, and ensuring compliance in customer interactions, functioning as a comprehensive tool for sales enablement and strategy.

   Best for: Sales organizations seeking to analyze customer interactions, gain revenue intelligence, and improve sales team performance through AI-driven insights.

   Learn more: Gong Profile

   Official site: Gong

5. 5. Microsoft Copilot Studio — Low-code platform for building custom generative AI experiences

   Microsoft Copilot Studio is a low-code platform that enables organizations to create custom conversational AI experiences and integrate them with Microsoft 365 and the Power Platform. It allows users to design and deploy generative AI solutions, including chatbots and virtual assistants, without extensive coding knowledge. The studio provides tools for connecting to various data sources, defining conversational flows, and implementing AI models as described in Microsoft documentation. It supports the creation of AI agents that can automate business processes, answer complex queries, and provide personalized interactions. This platform is part of Microsoft's broader AI ecosystem, offering tight integration with other Microsoft enterprise tools and services for comprehensive business automation and intelligence.

   Best for: Enterprises within the Microsoft ecosystem looking to build custom generative AI solutions and integrate them seamlessly with Microsoft 365 and Power Platform applications.

   Learn more: Microsoft Copilot Studio Profile

   Official site: Microsoft Copilot Studio Documentation

6. 6. OpenAI Enterprise — Enterprise-grade access to OpenAI models with enhanced security and scale

   OpenAI Enterprise offers businesses direct access to OpenAI's advanced large language models, including GPT-4, with additional features tailored for enterprise deployment. This includes higher rate limits, extended context windows, enhanced data privacy, and dedicated support. The platform is designed for organizations requiring robust, scalable AI capabilities for a wide range of applications, such as content generation, code assistance, data analysis, and complex problem-solving. OpenAI Enterprise provides options for fine-tuning models with proprietary data, allowing for more specific and accurate outputs relevant to an organization's unique needs according to OpenAI's platform overview. It prioritizes security and compliance, making it suitable for sensitive enterprise workloads.

   Best for: Large enterprises requiring direct, high-volume, and secure access to state-of-the-art OpenAI models for custom AI applications and internal deployments.

   Learn more: OpenAI Enterprise Profile

   Official site: OpenAI Platform

7. 7. Anthropic Enterprise (Claude for Work) — Secure, enterprise-grade AI assistant focused on safety and helpfulness

   Anthropic Enterprise, also known as Claude for Work, provides secure access to Anthropic's Claude family of large language models for business applications. This offering focuses on enterprise-grade security, data privacy, and a commitment to harmless, helpful, and honest AI interactions. Claude for Work is designed for tasks such as complex document analysis, internal knowledge management, content generation, and coding assistance. It offers extended context windows and higher rate limits to support demanding enterprise workloads. The platform emphasizes responsible AI development and deployment, making it suitable for organizations with stringent ethical and compliance requirements for their AI solutions. Anthropic's models are known for their ability to handle lengthy conversations and intricate instructions.

   Best for: Enterprises prioritizing secure, responsible AI solutions for complex language tasks, knowledge management, and content generation, leveraging Anthropic's Claude models.

   Learn more: Anthropic Enterprise Profile

   Official site: Anthropic

Side-by-side

How to pick

Selecting an alternative to Drift AI involves evaluating your organization's specific needs for conversational AI, sales acceleration, customer support, and broader generative AI capabilities. Consider the following decision points:

• Primary use case alignment:
  • If your core need is unified customer messaging across sales, marketing, and support with a strong live chat component, Intercom may be suitable.
  • For existing Salesforce users aiming to infuse AI directly into CRM workflows for sales and service automation, Salesforce Einstein offers native integration.
  • If real-time engagement and qualification of high-value website visitors is paramount for your enterprise sales, Qualified specializes in this niche.
  • Organizations focused on analyzing sales conversations to improve performance and gain revenue intelligence might find Gong more aligned.
• Ecosystem and integration:
  • If your organization is deeply invested in the Microsoft ecosystem, Microsoft Copilot Studio allows for building custom AI experiences that integrate with Microsoft 365 and Power Platform.
  • For general-purpose, scalable AI model access for a wide range of custom applications, OpenAI Enterprise or Anthropic Enterprise provide direct access to advanced LLMs with enterprise-grade features. These require more in-house development to build conversational interfaces from the ground up compared to specialized platforms.
• Customization and control:
  • If you require extensive customization, fine-tuning of models with proprietary data, and full control over the AI application development, OpenAI Enterprise or Anthropic Enterprise provide the underlying LLM infrastructure.
  • Microsoft Copilot Studio offers a low-code approach to building custom conversational experiences within a managed environment.
  • Platforms like Drift, Intercom, Qualified, and Salesforce Einstein provide more out-of-the-box conversational features tailored to specific business functions, with less direct LLM-level control but faster deployment for their intended use cases.
• Compliance and security:
  • Evaluate each alternative's compliance certifications (e.g., SOC 2, GDPR, HIPAA) and data handling policies to ensure they meet your industry and organizational requirements. OpenAI Enterprise and Anthropic Enterprise emphasize enhanced data privacy and security for enterprise clients.
• Scalability and pricing:
  • Consider the pricing models (usage-based, subscription, custom enterprise) and how they align with your anticipated usage and budget. Assess the scalability of each platform to ensure it can grow with your business needs.