Quitlo vs ZoeMD

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

Quitlo's AI calls canceled customers to get the real churn story, not just a survey checkbox.

Last updated: March 4, 2026

Your AI sidekick for instant, evidence-based medical answers that level up your clinical game.

Last updated: February 28, 2026

Visual Comparison

Quitlo

Quitlo screenshot

ZoeMD

ZoeMD screenshot

Feature Comparison

Quitlo

Live AI Churn Conversations

This isn't your grandma's survey form. Quitlo's AI engages customers in real, adaptive 2-minute conversations, either by voice or text. It listens and asks intelligent follow-up questions on the fly, turning a grumpy "pricing" into a full story like "pricing because my boss forced us onto HubSpot." It's the difference between a shrug and a strategy, capturing nuance and context that static forms completely miss.

Automated Signal Detection

Quitlo is always on watch. It automatically detects key customer signals across their entire lifecycle without you lifting a finger. This includes when someone hits cancel, submits a low NPS/CSAT score, has a payment fail, or goes radio silent after onboarding. It catches these moments of truth and instantly triggers the right conversation, so you never miss a chance to understand or intervene.

Structured, Actionable Intelligence

No more deciphering cryptic feedback. After every conversation, Quitlo's AI analyzes the dialogue and delivers a structured summary straight to your tools like Slack or Jira. This isn't a raw transcript; it's a digested intel report highlighting the exact churn reason, customer sentiment, competitor mentions, a clear save opportunity rating, and a suggested next step. It turns conversation into immediate, actionable insight.

Five Integrated Entry Points

Quitlo isn't a one-trick pony. The same powerful AI conversation engine plugs into five critical moments: Cancel Flows, Surveys (like NPS), Payment Recovery, post-onboarding Check-Ins, and even Win-Back campaigns 90 days after churn. This means you get consistent, deep intelligence whether a customer is leaving, struggling, or has already left, all from one unified platform.

ZoeMD

Instant Evidence-Based Answers

Stop the endless scrolling and searching. You just ask ZoeMD a plain-language question about a symptom, condition, or treatment, and its AI gets to work. In seconds, it serves up a concise, verified summary based on the latest peer-reviewed medical research. It's like having Google Scholar on turbo mode, but it actually understands what you're asking and gives you the relevant deets without the fluff.

Clinical Decision Support Tools

This is the main event for docs and other providers. ZoeMD is packed with tools designed to support your real-time clinical decisions. Need a differential diagnosis list? Checking a drug interaction? Verifying a treatment protocol? ZoeMD pulls the key info from guidelines and studies so you can cross-check your thinking and make calls without second-guessing yourself mid-consultation.

Dual-Mode for Pros & Patients

ZoeMD wears two hats. For healthcare professionals, it's a powerful research and decision-support engine. But it also has patient-facing features that let you share vetted, easy-to-understand informational content with the people you care for. This helps with patient education, but ZoeMD is super clear: the patient stuff is for info only, not medical advice. You're still the captain of the ship.

Unlimited Queries on Pro Plan

Once you level up to the Pro plan, the "search anxiety" disappears. You get unlimited questions. No more rationing your queries or hitting a wall when you're deep in a complex case. Need to ask 50 follow-ups to nail down a rare disease presentation? Go for it. It's all-you-can-ask knowledge, giving you the freedom to be thorough without watching a counter.

Use Cases

Quitlo

Replacing Traditional Exit Surveys

Tired of 8% response rates and useless "pricing" answers? Embed Quitlo's AI conversation into your cancellation flow. Instead of a dead-end form, customers get a chance to have a quick, human-like chat. You'll uncover the real, often salvageable reasons behind cancellations, like feature gaps or internal politics, turning a loss into a save opportunity.

Investigating Low NPS/CSAT Scores

When a detractor score comes in, you usually have zero context. Quitlo automatically reaches out to these customers for a quick check-in conversation. The AI gently probes to understand the root of their frustration, giving your team the detailed feedback needed to fix issues before they lead to churn, directly from the source.

Recovering Failed Payments

A failed payment is a major churn red flag, but automated dunning emails are impersonal and often ignored. Quitlo initiates a friendly, conversational follow-up via text or voice to understand if it's a simple card update, a budgeting issue, or a sign of deeper dissatisfaction, helping you recover revenue and the relationship.

Winning Back Lost Customers

The story doesn't end at churn. Quitlo can automatically reach out to customers who left 90 days ago for a win-back conversation. This isn't a spammy email; it's a genuine check-in to see if their situation has changed (e.g., "Is that new enterprise platform working out?"), uncovering opportunities to re-engage and win back lost revenue.

ZoeMD

During Patient Consultations

You're with a patient and they mention a symptom or a medication you need to double-check. Instead of saying "let me look that up" and creating awkward silence, you can quickly pop a query to ZoeMD on your device. Get a fast, reliable answer on dosing, side effects, or alternative treatments right then and there, keeping the conversation flowing and your care looking seamless.

Medical Student & Resident Rounding

Trying to impress your attending on rounds? ZoeMD is your secret weapon. When you get pimped with a question about the latest treatment guidelines or a study's findings, you can get a quick refresher in your pocket. It helps you prepare for cases, understand the evidence behind protocols, and contribute to discussions without looking like you just crammed Wikipedia five minutes ago.

Research & Literature Review

Starting a new research project or writing a paper and drowning in potential sources? Use ZoeMD to cut through the noise. Ask it for the key studies on a topic, the consensus on a particular therapy, or the latest meta-analysis findings. It won't write your paper for you, but it will give you a massive head start by summarizing the evidence landscape so you know where to dive deep.

Quick Charting & Note Support

After a patient visit, when you're documenting and need to confirm a detail or code, ZoeMD can help. Forgot the specific diagnostic criteria for a condition you just discussed? Need the exact name of a guideline? A quick query can jog your memory and ensure your notes are accurate and backed by the current evidence, making your charting faster and more precise.

Pricing Comparison

Quitlo

Quitlo offers plans starting at $99 per month. They are currently running a promotion for teams transitioning from Delighted, offering the platform free for the first 3 months. You can also start with a Free Churn Audit to see the platform's value for your specific business before committing.

ZoeMD

ZoeMD keeps it simple with two main plans. The Free Plan costs $0 and is your chance to try the basic model, giving you 30 free queries and 6 pro queries per month. For the full, unlimited experience, the Pro Plan is where it's at for $29 per month (or you can pay annually). This gets you access to the more advanced pro models for deeper research, unlimited queries, and priority support so you get help fast if you need it.

Overview

About Quitlo

Quitlo is the ultimate sidekick for B2B SaaS teams who are tired of watching customers ghost them without a word. It's the first Churn Intelligence Platform that actually gets the full story. Forget those sad, one-word answers from exit surveys that tell you nothing. Quitlo replaces that broken system with real, empathetic AI conversations that happen over voice or text. It automatically spots when a customer is about to bounce—like when they cancel, give a low score, or a payment fails—and jumps into action. Its AI doesn't just ask one question; it has a genuine, two-minute chat, asking smart follow-ups to dig out the real reason behind the drama. Within minutes, you get a crystal-clear summary in your Slack or Jira, breaking down the churn reason, the customer's vibe, if a competitor was name-dropped, and exactly how you might save the deal. For teams losing revenue and sleep over customers they don't understand, Quitlo turns a confusing data point into a concrete playbook for retention. It's like having a super-sleuth on your team, 24/7. Plus, if you're freaking out about Delighted shutting down, Quitlo is your panic button—it does everything Delighted did, but adds AI voice convos to the mix.

About ZoeMD

Alright, let's break it down. ZoeMD is basically your new ride-or-die AI sidekick for the wild world of medicine. Think of it as that one hyper-organized, genius friend who actually read all the textbooks and remembers every single guideline, but lives in your phone. It's built specifically for healthcare pros who are tired of the info-digging grind. When you're in the middle of a patient consult and a question pops up, you don't have time to go down a PubMed rabbit hole. That's where ZoeMD swoops in. It's an AI-powered clinical decision support platform that gives you instant, evidence-based answers on diagnoses, treatments, dosing, and more by pulling from peer-reviewed research. It's designed to cut through the data overload, streamline your workflow, and help you make sharp, informed decisions fast. Whether you're a physician running behind schedule, a med student trying to look smart on rounds, or a researcher drowning in papers, ZoeMD has your back. The best part? It's here to boost your own clinical judgment, not replace it. It's like having a super-smart bestie in your pocket, but instead of gossiping, it's dropping knowledge bombs so you can deliver top-tier care with total confidence.

Frequently Asked Questions

Quitlo FAQ

How is Quitlo different from a survey tool like Delighted?

Survey tools like Delighted (RIP) are great for collecting scores and simple feedback, but they stop there. You get a "what" (a low score) but rarely the "why." Quitlo is the missing layer. It uses the score as a trigger to start an AI-powered conversation that uncovers the full, contextual story. Plus, it adds AI voice follow-ups, which surveys simply can't do.

Is the AI conversation really just a robot voice?

Nope, it's way more sophisticated than that. It's an adaptive, empathetic AI agent designed to have a natural, two-way dialogue. It listens to the customer's response and asks relevant follow-up questions in real-time to dig deeper. The goal is to mimic a thoughtful human conversation, not sound like a cold, robotic IVR system.

What if a customer doesn't want to talk?

Totally fine! The invitation to chat is always optional. Quitlo is about creating a better, more human alternative to boring forms. Some customers will prefer to just type or select a reason, and that's okay. The platform is designed to engage those who are willing to share more, capturing deep insights you'd otherwise never get.

Where does the conversation intelligence go?

Immediately after the chat, a structured summary is sent to the tools your team lives in, like Slack, Microsoft Teams, or Jira. This summary distills the key intel: churn reason, sentiment, competitor info, and a save opportunity score with a suggested action. This means the right person can act on it within minutes, not days.

ZoeMD FAQ

What is ZoeMD?

ZoeMD is your AI-powered clinical bestie for healthcare. It's a digital platform built for doctors, nurses, med students, and researchers that delivers instant, evidence-based answers to medical questions by scanning peer-reviewed research and guidelines. It's designed to give you super-fast support during patient care, supercharge your learning, and streamline your workflow, all without replacing your own expert judgment.

Who is ZoeMD for?

It's built for anyone in the healthcare hustle who needs reliable info fast. That includes busy physicians, nurses, physician assistants, pharmacists, medical and nursing students, residents, and clinical researchers. If you're making decisions, learning the ropes, or digging through medical literature, and you're tired of slow, clunky search engines, ZoeMD is for you.

Does ZoeMD replace clinical judgment?

Absolutely not, and this is key. ZoeMD is like a next-level reference tool or a brilliant colleague you can bounce ideas off of. It's built to enhance your clinical judgment, not replace it. You're the expert in the room. ZoeMD provides fast access to the evidence so you can make the final call with more confidence and context. The human doctor is always in charge.

How can I access ZoeMD?

You can get started right from their website! They offer a Free Plan to test the waters, which gives you a limited number of queries. For the full, unlimited power (including their pro models and priority support), you'd sign up for the Pro Plan. Once you're in, you can access it through a web browser on your computer, phone, or tablet—wherever you work.

Alternatives

Quitlo Alternatives

Quitlo is basically your AI-powered churn detective for B2B SaaS. It's in the AI assistant and customer support tech space, using real conversations to figure out why customers bounce instead of relying on those useless, ignored surveys. People hunt for alternatives for all the usual reasons. Maybe the budget's tight, or they need a tool that plugs into a super niche tech stack. Sometimes a team just vibes better with a pure text-based bot or wants a totally different set of bells and whistles. When you're shopping around, don't just look at the price tag. Peep how it actually gets the info—is it another boring form, or does it have a convo? Check what apps it plays nice with and if it gives you the real, actionable tea fast enough for your team to actually do something about it.

ZoeMD Alternatives

So you've heard about ZoeMD, the AI sidekick that's basically like having a medical librarian in your pocket. It's part of the new wave of clinical decision support tools built for docs, nurses, and med students who need fast, evidence-backed answers without the textbook deep dive. It's all about cutting through the noise so you can focus on your patient. People might go looking for other options for a bunch of reasons. Maybe the price tag doesn't fit their budget, or they need a specific feature ZoeMD doesn't have. Sometimes it's about platform compatibility—like needing a tool that works seamlessly on a specific EMR or hospital system. It's totally normal to shop around! When you're checking out other players in this space, think about what matters most for your daily grind. Is it lightning-fast speed? Rock-solid, up-to-date sources? How well does it fit into your existing workflow without causing more clicks? Also, peek at the security and privacy policies—this is patient data, after all. Finding the right fit is key to leveling up your practice without the headache.

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