Quitlo vs ZoeMD

Adaptive AI Conversations

Quitlo's core feature is its AI-driven conversation engine that engages customers through voice or text. Unlike a static form, the AI conducts a natural, two-minute dialogue, asking intelligent, context-aware follow-up questions. This adaptive approach probes beyond superficial answers to uncover the full story, such as the difference between "pricing" and "pricing because my boss mandated a switch to a competitor's enterprise plan."

Automated Signal Detection

The platform continuously monitors your customer data stack to automatically detect key churn signals without manual intervention. It triggers conversations based on specific events, including subscription cancellations, low satisfaction scores (NPS/CSAT/CES), failed payments, and missed onboarding milestones, ensuring no critical moment for intervention is missed.

Structured Intelligence Delivery

Every AI conversation is instantly analyzed and synthesized into a clear, actionable summary delivered to tools like Slack or Jira. The summary provides structured intelligence including the definitive churn reason, customer sentiment analysis, mentions of competitors, a quantified save opportunity rating, and a suggested next step for the team.

Five Integrated Entry Points

Quitlo deploys its consistent AI conversation engine across five critical customer lifecycle moments: Cancel Flows, Surveys, Payment Recovery, Check-Ins, and Win-Back campaigns. This provides a unified intelligence layer, ensuring you gather deep, conversational insights whether a customer is canceling, scoring you low, or has already left.

Plain Language Clinical Query

Users can ask complex medical and clinical questions using natural, everyday language. The AI processes these queries to understand the intent and context, eliminating the need for specific keyword searches or advanced database syntax, making evidence retrieval intuitive and fast for busy professionals.

Structured Evidence Summaries

ZoeMD delivers answers in concise, structured formats that highlight key findings, recommendations, and clinical takeaways. Each summary is synthesized from the latest peer-reviewed research and guidelines, providing the essential information needed for point-of-care decision support without information overload.

Integrated Source Referencing

Every response includes clear references and citations to the underlying medical literature, such as pivotal studies, clinical practice guidelines, and systematic reviews. This allows medical professionals to quickly verify the information and delve deeper into the source material if needed for comprehensive understanding.

Dual-Mode Platform Access

The platform provides distinct tools for healthcare professionals and patient-facing informational features. The provider side offers in-depth clinical decision support, while the patient side delivers vetted educational content, with clear disclaimers that it is for information only and not a substitute for professional medical advice.

Replacing Traditional Exit Surveys

SaaS companies can replace low-response-rate email surveys with Quitlo's AI conversations triggered by cancellation events. This turns a frustrating, low-context process into a high-engagement dialogue that reveals the actionable truth behind a customer's decision to leave, directly increasing save rates.

Investigating Low NPS/CSAT Scores

When a customer submits a low promoter or satisfaction score, Quitlo automatically initiates a follow-up conversation. This allows teams to move beyond a mere number to understand the specific pain points, feature gaps, or service issues that caused the negative feedback in real-time.

Recovering Failed Payments

Instead of sending generic dunning emails for a failed credit card, Quitlo engages the customer with a conversational check-in. This empathetic approach can distinguish between a simple card expiry and a deeper intent to cancel, enabling more effective and personalized recovery efforts.

Conducting Post-Churn Win-Back Campaigns

For customers who have already churned, Quitlo can be configured to reach out 90 days later with a win-back conversation. This provides a final opportunity to learn why they left and, if the root cause has been addressed, present a compelling reason for them to return.

Point-of-Care Clinical Decision Support

Physicians and nurses can use ZoeMD during patient consultations or rounds to quickly clarify diagnostic criteria, review treatment guidelines for a specific condition, or check drug interaction information. This provides immediate access to evidence-based answers that support safer and more confident clinical decisions.

Medical Education and Research

Medical students, residents, and researchers can utilize the platform to efficiently explore medical literature, understand complex disease mechanisms, or gather supporting evidence for academic papers and presentations. It accelerates the learning and research process by centralizing trusted information.

Differential Diagnosis Analysis

When faced with a complex case, clinicians can input patient symptoms and history to receive a structured analysis of potential differential diagnoses, supported by the latest evidence on prevalence, diagnostic pathways, and key distinguishing features for each condition.

Patient Education and Communication

Healthcare providers can use the patient-facing informational features to generate easy-to-understand explanations of conditions, procedures, or medications. This supports more effective patient-provider communication and helps patients engage with their own care through reliable, vetted content.

Quitlo offers plans starting at $99 per month. For teams transitioning from Delighted, which is shutting down on June 30, 2026, Quitlo provides a special offer: it replaces everything Delighted did, plus adds AI voice follow-up capabilities, and is free for the first 3 months. You can begin by running a Free Churn Audit on your current processes.

ZoeMD offers a tiered pricing structure with both monthly and annual billing options. The Free Plan is available at $0 per month, providing access to the free AI model with a limit of 30 free queries and 6 pro queries. For advanced needs, the Pro Plan is available for $29 per month (with annual billing available). This plan grants full access to the professional AI models, which deliver more in-depth research and answers, along with unlimited queries and priority customer support.

Quitlo is the first Churn Intelligence Platform engineered specifically for B2B SaaS companies. It addresses the core frustration of losing customers without understanding the true reasons why. Traditional methods like exit surveys and cancel forms are fundamentally broken, yielding abysmal response rates and one-word, context-less answers like "pricing." This leaves product, customer success, and growth teams guessing in the dark. Quitlo revolutionizes this process by replacing static forms with adaptive, empathetic AI conversations conducted via both voice and text. The platform automatically detects critical customer signals—such as a subscription cancellation, a low NPS score, a failed payment, or post-onboarding silence—and initiates a genuine, two-minute dialogue. Its intelligent AI asks thoughtful follow-up questions to uncover the complete narrative behind the churn signal. Within minutes, teams receive a structured, actionable summary delivered directly to their workflow tools like Slack or Jira. This summary highlights the precise churn reason, customer sentiment, competitor mentions, and clear save opportunities. For SaaS teams tired of losing revenue to opaque churn, Quitlo transforms a single, vague data point into a concrete retention strategy, enabling companies to save at-risk customers and gain invaluable insights into what truly drives customer decisions.

ZoeMD is an advanced, evidence-based medical AI assistant engineered specifically for the modern clinical environment. It serves as a dedicated clinical decision support platform for physicians, medical professionals, students, and researchers. The core value proposition of ZoeMD lies in its ability to drastically reduce the time clinicians spend searching across disparate sources like databases, journals, and guidelines. Users can ask complex clinical questions in plain language and receive concise, structured summaries of the latest evidence, complete with references to key studies, clinical guidelines, and best-practice recommendations. This process is designed to augment, not replace, clinical judgment by providing rapid, verified information that improves decision-making speed, consistency, and confidence. By streamlining the evidence-retrieval workflow, ZoeMD empowers healthcare providers to focus more on patient interaction and less on administrative research, ultimately supporting higher standards of evidence-based medicine in real-time clinical encounters. The platform also offers patient-facing informational features, which are for educational purposes only and do not constitute medical advice.

How is Quitlo different from a survey tool like Delighted?

Quitlo is a direct successor and upgrade to tools like Delighted. While it captures all traditional metric scores (NPS, CSAT, CES), it fundamentally enhances the process by adding AI-powered voice and text conversations. This allows for immediate, deep follow-up on low scores or cancellations, turning passive data collection into active intelligence gathering.

What kind of integrations does Quitlo support?

Quitlo seamlessly integrates with the core tools SaaS teams use daily. It connects with your payment processor (like Stripe) to detect failed payments, your CRM (like Salesforce) for customer data, and delivers its actionable summaries directly to collaboration hubs like Slack and project management tools like Jira for instant team awareness and action.

Is the AI conversation truly natural and empathetic?

Yes. The AI is specifically engineered to conduct short, respectful, and genuinely helpful conversations. It uses empathetic language, acknowledges customer input, and asks intelligent, branching follow-up questions based on previous answers to mimic a human-like dialogue and encourage candid feedback.

How quickly do we get insights after a customer conversation?

The platform operates in near real-time. Within minutes of a conversation concluding, the structured summary—containing the churn reason, sentiment, competitor intel, and save opportunity—is delivered to your designated channel (e.g., Slack), enabling your team to act on the intelligence while the context is still fresh.

What is ZoeMD?

ZoeMD is an AI-powered clinical decision support platform designed for medical professionals. It provides immediate access to peer-reviewed medical evidence and guidelines through a simple query interface, aiming to augment clinical judgment and streamline the information retrieval process at the point of care.

Who is ZoeMD for?

ZoeMD is engineered for physicians, nurses, medical students, and researchers anyone in the healthcare field who requires fast, reliable access to evidence-based medical information. It is tailored for use in clinical environments, educational settings, and research activities.

Does ZoeMD replace clinical judgment?

No, ZoeMD is explicitly designed to augment, not replace, clinical judgment. It serves as a support tool that provides rapid access to verified information and evidence summaries. The final decision-making responsibility always remains with the qualified healthcare professional.

How can I access ZoeMD?

ZoeMD is accessible through its web platform. Users can visit the website, select a pricing plan, and create an account. The platform offers different tiers, including a free plan with limited queries and a professional plan with unlimited access and advanced features.

Quitlo is a Churn Intelligence Platform that uses AI-powered voice and text conversations to understand why customers leave a B2B SaaS business. It falls into the broader categories of AI assistants and customer support tools, specifically designed to replace ineffective surveys with dynamic dialogues. Users may explore alternatives for several common reasons. These include budget constraints and specific pricing model needs, a requirement for different integration capabilities with their existing tech stack, or a preference for a platform with a different primary focus, such as purely text-based engagement or broader customer success management. When evaluating alternatives, key considerations should be the method of customer engagement (e.g., voice, text, email), the depth of insights generated, the quality and speed of data delivery to your team, and how well the solution integrates with your current workflow tools like CRM, helpdesk, or communication platforms.

ZoeMD is an AI-powered clinical decision support platform designed for healthcare professionals. It specializes in finding and summarizing medical research to deliver fast, evidence-based answers to complex clinical questions, streamlining the workflow for physicians, students, and researchers. Users may explore alternatives for various reasons, including budget constraints, specific feature requirements, or a need for integration with other clinical platforms. Some may seek tools with different specializations or user interfaces that better match their individual or institutional workflows. When evaluating alternatives, key considerations include the tool's evidence sources and update frequency, the depth and clarity of its summarizations, compliance with healthcare data security standards, and overall cost-effectiveness. The goal is to find a solution that reliably augments clinical judgment with timely, verified information.