Quitlo vs ZoeMD

Side-by-side comparison to help you choose the right tool.

Quitlo uses AI voice calls to uncover the real reasons customers leave, so you can save them.

Last updated: March 4, 2026

ZoeMD instantly delivers evidence-based clinical answers to streamline physician decision-making.

Last updated: March 1, 2026

Visual Comparison

Quitlo

Quitlo screenshot

ZoeMD

ZoeMD screenshot

Feature Comparison

Quitlo

Adaptive AI Voice & Text Conversations

Quitlo's core feature is its intelligent AI agent that initiates real conversations, not forms. When a churn signal is detected, it engages the customer in a two-minute dialogue via voice or text. The AI listens empathetically and asks dynamic follow-up questions to dig beyond surface-level answers, uncovering the full context and true reasons behind a customer's decision to leave or express dissatisfaction.

Automated Signal Detection & Triggering

The platform automatically monitors your customer lifecycle for critical churn signals. It detects events like a subscription cancellation, a low NPS/CSAT score, a failed payment, post-onboarding silence, or a win-back opportunity. This automation ensures no at-risk customer slips through the cracks, initiating a timely conversation when the experience is fresh and the save opportunity is highest.

Structured, Actionable Intelligence Delivery

Every AI conversation is instantly analyzed and transformed into a concise, structured summary delivered to your team's workflow tools like Slack or Jira. The summary clearly outlines the churn reason, customer sentiment, any competitor mentions, a quantified save opportunity level, and a specific suggested next action. This turns qualitative feedback into immediate, prioritized tasks.

Five Integrated Conversation Entry Points

Quitlo provides one consistent AI conversation engine across five critical customer journey moments: Cancel Flows, Surveys (for low scores), Payment Recovery, post-onboarding Check-Ins, and Win-Back campaigns. This unified approach means you get the same depth of intelligence regardless of where or why the conversation starts, covering every potential churn vector.

ZoeMD

Instant Evidence-Based Answers

ZoeMD delivers immediate, verified answers to clinical questions by processing your query through its AI engine. It scans and synthesizes the latest peer-reviewed research and guidelines in seconds, providing you with a concise summary at the point of care, eliminating time-consuming database searches.

Structured Clinical Summaries

The platform doesn't just list sources; it intelligently distills vast medical information into clear, structured, and actionable formats. This allows you to quickly grasp key findings, recommendations, and clinical implications without wading through dense journal articles, enabling faster application to patient cases.

Exclusive Pro Model Access

For subscribers to the Pro Plan, ZoeMD provides access to advanced, proprietary AI models designed for deeper clinical inquiry. These pro models deliver more in-depth research, comprehensive analysis, and nuanced answers for complex medical scenarios, offering a higher tier of decision support.

Dedicated Provider & Patient Tools

ZoeMD offers a dual-purpose platform with tailored features. It provides robust, evidence-based clinical decision support for healthcare providers, while also offering patient-facing informational content designed for education, which is clearly distinguished from professional medical advice.

Use Cases

Quitlo

Replacing Ineffective Exit Surveys

When a customer cancels, a static exit survey gives you a dropdown reason like "Too expensive." Quitlo intervenes with a conversation that reveals the full story: "Pricing because my boss switched our whole org to HubSpot's enterprise deal. I'd stay if you had team pricing." This transforms a dead-end data point into a specific, actionable save opportunity and product insight.

Recovering Failed Payments

A failed payment is often a precursor to churn, not just a technical glitch. Quitlo automatically engages these customers with a supportive conversation to understand if the issue is budgetary, a process problem, or a loss of intent. This allows your team to address the root cause proactively, recovering revenue that would otherwise be lost to silent attrition.

Understanding Low NPS or CSAT Scores

A low score in a survey is a signal, not an answer. Quitlo triggers a follow-up conversation with detractors or passives to dive deep into their negative experience. Instead of just a "3 out of 10," you learn the specific feature gap, support issue, or misunderstanding that caused the low rating, enabling targeted service recovery and product improvements.

Conducting Post-Churn Win-Back Campaigns

For customers who have already left, Quitlo can initiate win-back conversations at a strategic time (e.g., 90 days post-churn). The AI respectfully explores if their situation or needs have changed, identifying those open to returning and understanding what it would take. This turns a cold win-back email into a personalized, intelligence-driven re-engagement opportunity.

ZoeMD

Point-of-Care Decision Support

During patient consultations, immediately query ZoeMD for the latest treatment guidelines or diagnostic criteria for a presenting condition. Receive an evidence-based summary in moments to inform and validate your clinical decisions without leaving the exam room.

Preparation for Patient Rounds

Quickly prepare for hospital rounds or complex case reviews by using ZoeMD to gather the most current studies and management protocols for specific diseases or post-operative care. Ensure your plans are backed by the latest evidence, enhancing team confidence.

Research and Continuing Education

Utilize ZoeMD to efficiently stay updated with medical advancements. Investigate new drug therapies, review recent clinical trial outcomes, or explore differential diagnoses for rare symptoms as part of your ongoing professional development and learning.

Patient Education and Communication

Leverage the patient-facing informational features to provide your patients with accessible, vetted content about their conditions or procedures. This supports informed consent and enhances patient understanding, saving you time on basic explanations.

Pricing Comparison

Quitlo

Quitlo offers plans starting at $99 per month. They also provide a "Free Churn Audit" to analyze your current cancellation flow and a free trial to start. For companies transitioning from Delighted, Quitlo is offering free service for the first 3 months. Specific tier details and inclusions are available on their website's Pricing page.

ZoeMD

ZoeMD offers two straightforward pricing plans to suit different needs. The Free Plan is available at $0 per month and includes access to the free AI model, allowing for 6 pro queries and 30 total free queries monthly. For unlimited, in-depth support, the Pro Plan is available for $29 per month (with annual billing options), providing full access to the advanced pro models for more comprehensive research, unlimited queries, and priority customer support.

Overview

About Quitlo

Quitlo is the essential Churn Intelligence Platform built exclusively for B2B SaaS companies. It solves the critical problem of losing customers without understanding why. Traditional methods like exit surveys and cancel forms are fundamentally broken, delivering abysmal response rates and one-word, useless answers like "pricing." This leaves your team guessing, unable to act or save revenue. Quitlo replaces these static tools with adaptive, empathetic AI conversations that engage customers via voice or text at the exact moment they signal departure—like a cancellation, a low NPS score, or a failed payment. The AI conducts a genuine two-minute dialogue, asking intelligent follow-up questions to uncover the complete, nuanced story behind the churn signal. Within minutes, a structured, actionable summary is delivered directly to tools like Slack or Jira, highlighting the precise churn reason, customer sentiment, competitor mentions, and clear save opportunities. For teams losing customers they don't understand, Quitlo is not a nice-to-have; it's a necessity. It transforms a single, vague data point into a concrete retention strategy, enabling you to save at-risk revenue and learn what's truly driving customer decisions. It is the indispensable missing layer for any SaaS business serious about reducing churn.

About ZoeMD

ZoeMD is the indispensable AI clinical assistant built exclusively for physicians and healthcare professionals. In the high-stakes environment of modern medicine, where every second counts and clinical confidence is non-negotiable, ZoeMD eliminates the critical bottleneck of manual research. It serves as your essential, on-demand research partner, instantly accessing and synthesizing the vast universe of peer-reviewed medical literature, clinical guidelines, and key studies. The platform then distills this complex information into concise, structured, and immediately actionable summaries you can apply directly at the point of care. Its core mission is uncompromising: to drastically accelerate decision-making speed, ensure unwavering consistency in applying evidence-based medicine, and fundamentally bolster your clinical confidence. ZoeMD is designed to fully support, never replace, your expert judgment. For any medical professional committed to efficient, informed, and up-to-date practice, ZoeMD is not merely a tool; it is a fundamental and necessary component of the modern clinical workflow, trusted by over 1,500 medical professionals.

Frequently Asked Questions

Quitlo FAQ

How is Quitlo different from traditional exit surveys?

Traditional exit surveys are passive, static forms with low response rates that yield one-word answers without context. Quitlo is proactive, using an adaptive AI to conduct a real-time conversation. It asks follow-up questions to uncover the complete "why" behind a decision, delivering nuanced, actionable intelligence instead of a simplistic dropdown selection.

What if a customer doesn't want to talk to an AI?

The AI conversation is always presented as an optional choice for the customer. The initial engagement is empathetic and non-intrusive, asking if they'd be open to a quick two-minute chat to provide feedback. This respectful approach often yields higher engagement than a mandatory form. If they decline, you still capture the initial signal.

How does the AI voice conversation work technically?

A customer can press a button to start a live, real-time voice call with Quitlo's AI agent. They speak naturally, and the AI processes the speech, understands intent, and responds with empathetic, context-aware follow-up questions—just like a human interviewer would—all within the same two-minute window to capture the full story.

We use Delighted. Can Quitlo replace it?

Yes, absolutely. With Delighted shutting down, Quitlo is the direct and superior replacement. It does everything Delighted did for survey distribution and score collection, but critically adds the AI voice and text conversation layer to understand the "why" behind low scores. Quitlo is offering a free 3-month transition period for Delighted users.

ZoeMD FAQ

What is ZoeMD?

ZoeMD is an AI-powered clinical decision support platform built exclusively for healthcare professionals. It provides instant, evidence-based answers by synthesizing peer-reviewed medical research, guidelines, and studies into actionable summaries for use at the point of care.

Who is ZoeMD for?

ZoeMD is designed for physicians, nurses, medical students, researchers, and all healthcare professionals who require immediate access to verified medical information to support clinical decisions, enhance efficiency, and maintain an evidence-based practice.

Does ZoeMD replace clinical judgment?

Absolutely not. ZoeMD is built to fully support, not replace, your expert clinical judgment. It serves as an indispensable tool to provide rapid access to evidence, which you then interpret and apply within the full context of your patient's unique situation and your professional expertise.

How can I access ZoeMD?

You can access ZoeMD through its web platform. The service offers a Free Plan with limited queries and a Pro Plan with unlimited access and advanced features. Simply visit the website to get started and transform how you access medical knowledge.

Alternatives

Quitlo Alternatives

Quitlo is an AI-powered Churn Intelligence Platform designed for B2B SaaS companies. It moves beyond ineffective surveys by using adaptive voice and text conversations to uncover the real reasons behind customer churn, delivering actionable insights directly to teams. Users may seek alternatives for various reasons, such as budget constraints, a need for different integration capabilities, or a preference for a platform with a broader or narrower feature focus than Quitlo's specialized churn analysis. When evaluating other solutions, prioritize platforms that can genuinely move beyond simple data collection. Look for tools that actively engage customers, provide deep qualitative insights, and seamlessly deliver those findings into your existing workflow for immediate action.

ZoeMD Alternatives

ZoeMD is an essential AI clinical decision support tool built exclusively for physicians. It delivers instant, evidence-based answers at the point of care, streamlining workflows and bolstering clinical confidence by synthesizing the latest research and guidelines into actionable summaries. Users may explore alternatives for various reasons, such as budget constraints, specific feature requirements, or integration needs with existing hospital systems. The search for a different tool is a practical step in finding the right fit for a practice's unique operational and financial landscape. When evaluating any alternative, prioritize non-negotiable criteria: the speed and reliability of evidence retrieval, the depth and quality of the medical source database, and a design that genuinely supports, rather than disrupts, the clinical workflow. The right tool must function as an indispensable partner in delivering efficient, informed care.

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