Patrivox vs Quitlo
Side-by-side comparison to help you choose the right product.
Patrivox
Patrivox uses AI to digitize and make your entire document archive searchable in minutes.
Last updated: March 4, 2026
Quitlo uses AI voice calls to understand why customers leave, then sends the full story to your team.
Last updated: March 4, 2026
Visual Comparison
Patrivox

Quitlo

Feature Comparison
Patrivox
Next-Generation AI Processing
Patrivox begins with powerful, automated processing. Users can drag and drop hundreds of PDF files at once. The platform then uses Mistral AI's advanced OCR technology to accurately extract text from every page. Beyond simple text reading, it automatically performs Named Entity Recognition (NER), identifying and tagging key information such as people, locations, organizations, and dates. This foundational step enriches document metadata and prepares the entire collection for intelligent exploration without any manual data entry.
Intelligent Search and AI Chat
Once processed, finding information becomes straightforward. The platform offers a full-text search across the entire document collection that understands and tolerates typing mistakes. For more complex inquiries, users can ask questions using natural language in an AI chat interface. The AI analyzes the documents and provides precise answers, always citing the source pages it used. This feature transforms the archive from a pile of documents into a conversational knowledge partner that delivers specific results in seconds.
Interactive Knowledge Graph
This feature visually reveals the hidden connections within your archives. Every person, place, and organization identified by the AI is plotted as a node in an interactive graph. Users can navigate from one entity to another, seeing which documents mention them and how different entities are linked together. This "Constellation" view allows for the discovery of relationships and patterns that would be nearly impossible to find through manual reading, offering a new perspective on historical and archival data.
Sovereign European Hosting
Security and data sovereignty are built into Patrivox's foundation. The service is hosted exclusively on servers within the European Union. It is designed to be fully compliant with the General Data Protection Regulation (GDPR) by default. This ensures that sensitive archival documents and the data extracted from them remain under strict European data protection laws, providing crucial peace of mind for public institutions and organizations handling historical or personal information.
Quitlo
Adaptive AI Conversations
Quitlo's core feature is its AI-driven dialogue, which replaces static forms. When a churn signal is detected, the AI initiates a natural, two-minute conversation via voice or text. It listens to the customer's initial response and asks intelligent, empathetic follow-up questions to dig deeper. This adaptive approach moves beyond simple dropdown selections to capture nuanced feedback, competitor context, and specific save opportunities that traditional methods miss entirely.
Automated Signal Detection
The platform continuously monitors your customer data to automatically identify key moments of risk or feedback. It detects events like a subscription cancellation, a low satisfaction score (NPS/CSAT/CES), a failed payment, post-onboarding silence, or a win-back opportunity. This automation ensures no critical signal is missed and that the right conversation is triggered at the precisely right moment, without requiring manual intervention from your team.
Structured Intelligence Delivery
Every AI conversation is instantly analyzed and synthesized into a clear, actionable summary. This summary is delivered directly to collaboration hubs like Slack or project tools like Jira. It breaks down the feedback into structured categories: the root-cause churn reason, customer sentiment, any competitor mentions, a quantified save opportunity (High/Medium/Low), and a suggested next step for the team to act upon immediately.
Five Integrated Entry Points
Quitlo operates through five dedicated modules that cover every critical moment in the customer journey: Cancel Flows, Surveys, Payment Recovery, Check-Ins, and Win-Back campaigns. Each module uses the same powerful AI conversation engine, ensuring consistency in intelligence gathering. This means whether a customer is canceling or simply gave a low score, you get the same depth of insight, tailored to the context of the trigger.
Use Cases
Patrivox
Municipal and City Archives
City archives can use Patrivox to digitize and organize historical records such as council deliberations, civil registers, property records, and official correspondence. The platform makes these documents instantly searchable for city employees, historians, and citizens. This improves administrative efficiency and fulfills mandates for public transparency by making civic heritage accessible online without compromising document security or data sovereignty.
Historical Societies and Associations
Historical societies often manage collections of bulletins, newsletters, photographs, and research papers. Patrivox allows them to upload these materials in bulk and create a searchable portal for their members and the public. Volunteers are freed from the burden of manual indexing, and the AI-powered knowledge graph can help researchers uncover new historical narratives and connections within the society's own collections.
Heritage Libraries and Special Collections
Libraries with special collections, rare books, or local history archives can use Patrivox to open these resources to a wider audience. Instead of fragile documents being handled physically, patrons can search the full text and ask questions of the AI. This protects the original materials while vastly improving discoverability, supporting academic research and fostering greater public engagement with cultural heritage.
Religious and Parish Archives
Dioceses, parishes, and other religious institutions hold valuable historical documents like parish registers, baptismal records, and ecclesiastical correspondence. Patrivox provides a secure way to preserve and index these often delicate documents. It enables genealogists and historians to search for names, dates, and locations efficiently, while the institution maintains full control over access and data management within a European legal framework.
Quitlo
Replacing Traditional Exit Surveys
B2B SaaS companies using tools like Delighted, Retently, or Survicate for exit surveys often get minimal, unactionable feedback. Quitlo replaces these by triggering an AI conversation immediately after a cancellation is detected. Instead of a one-word answer from a form, you receive a full transcript and summary explaining the "why" behind the "what," turning a notification of loss into a clear retention playbook.
Recovering Failed Payments
When a customer's credit card payment fails, automated dunning emails often fail to recover the relationship. Quitlo's Payment Recovery module initiates a compassionate AI conversation to understand if the failure is due to a budget issue, a platform switch, or a simple oversight. This direct engagement can recover revenue and provide insight into financial friction points within your user base.
Understanding Low Satisfaction Scores
A low NPS or CSAT score is a signal, not an insight. Quitlo acts on this signal by automatically engaging the detractor in a dialogue. The AI asks why they scored low and probes for specific features, support interactions, or expectations that were not met. This transforms a negative score into a direct line of communication for improvement and potential account recovery.
Conducting Post-Churn Win-Back Campaigns
For customers who have already left, Quitlo's Win-Back module can re-engage them after a set period (e.g., 90 days). The AI initiates a check-in conversation to understand if their situation has changed, if they're unhappy with their new solution, or if new features might bring them back. This provides a systematic, intelligent approach to reclaiming lost revenue.
Pricing Comparison
Patrivox
Patrivox offers simple, transparent pricing with a free tier to start. All plans include unlimited reader accounts and are hosted in Europe.
Découverte (Discovery): Free. Includes 100 trial pages, 200 MB storage, and 50 AI queries per month. Perfect for testing the platform.
Starter: €29 per month (billed monthly). For small projects, includes 1,000 pages, 2 GB storage, and 150 AI queries per month. Includes email support.
Essentiel (Essential): €129 per month (billed monthly). A popular plan with 5,000 pages, 10 GB storage, and 1,000 AI queries per month. Includes priority email support.
Association: €299 per month (billed monthly). For large associations and archives, offering 15,000 pages, 25 GB storage, and 3,000 AI queries per month.
Quitlo
Quitlo offers plans starting at $99 per month. They also provide a Free Churn Audit service and have a special offer for teams transitioning from Delighted, which includes free service for the first 3 months. For the most current and detailed pricing tier information, it is recommended to visit the official Quitlo website or contact their sales team directly.
Overview
About Patrivox
Patrivox is a foundational software platform designed to solve a basic but critical problem: making large collections of scanned documents useful. Many organizations, such as municipal archives, historical societies, and heritage libraries, possess vast archives of PDFs that are effectively locked away. These documents are difficult to search through, requiring hours of manual effort to find specific information. Patrivox addresses this by applying modern artificial intelligence to transform these static files into a dynamic, searchable knowledge base. At its core, the platform uses advanced Optical Character Recognition (OCR) powered by Mistral AI to read every word in your documents. It then goes further by automatically identifying and linking key entities like people, places, organizations, and dates. This process creates a connected web of information, or a knowledge graph, from your archives. The main value proposition is simple: it turns inaccessible data into easily searchable knowledge. Users can find information in seconds using a typo-tolerant search or by asking questions in plain language, with the AI providing answers directly sourced from the documents. Built and hosted entirely in Europe, Patrivox is a sovereign solution focused on empowering organizations to preserve and open their heritage to researchers, teams, and the public.
About Quitlo
Quitlo is the first Churn Intelligence Platform built specifically for B2B SaaS companies. It addresses a fundamental problem: traditional methods for understanding customer departure are broken. Static surveys and cancel forms yield abysmal response rates and one-word answers like "pricing," leaving teams to guess the real reasons behind churn. Quitlo replaces these ineffective tools with adaptive, empathetic AI conversations, delivered via both voice and text. The platform automatically detects critical signals across the customer lifecycle—such as a cancellation request, a low NPS score, or a failed payment—and initiates a genuine, two-minute dialogue. Its AI engages customers with intelligent, contextual follow-up questions to uncover the complete story. Within minutes, Quitlo transforms this conversation into a structured, actionable summary delivered directly to tools like Slack or Jira. This summary highlights the precise churn reason, customer sentiment, competitor mentions, and clear save opportunities. For product, customer success, and growth teams tired of losing customers they don't understand, Quitlo turns a single, vague data point into a concrete retention strategy, helping to save revenue and learn what truly drives customer decisions.
Frequently Asked Questions
Patrivox FAQ
How does Patrivox handle different languages in documents?
Patrivox utilizes Mistral AI, which is proficient in multiple European languages. The Optical Character Recognition (OCR) and entity recognition features are designed to work effectively with documents in languages such as French, Dutch, German, English, and others commonly found in European archives. This multilingual capability ensures accurate text extraction and analysis for a diverse range of historical and administrative collections.
What is the "AI query" limit in the pricing plans?
An AI query is counted each time you use the natural language chat feature to ask a question about your documents. For example, asking "When was the town hall built?" or "List all documents mentioning the mayor" would each consume one query. The standard full-text search, browsing the knowledge graph, and filtering documents do not count as AI queries. Plans include a monthly allowance of these queries.
Is my data safe and private with Patrivox?
Yes. Data security and privacy are central to Patrivox. All document processing and storage occur on servers located within the European Union. The platform is built to be GDPR-native, meaning it adheres to Europe's strict data protection regulations by design. You retain full ownership of your documents and the data extracted from them, and access is controlled through secure administrator and reader accounts.
Can I collaborate with others on a Patrivox archive?
Absolutely. Patrivox includes shared access features. You can designate multiple administrators to help manage the archive. Furthermore, you can grant "reader" access to an unlimited number of users, such as researchers, team members, or the public. This allows for controlled collaboration and makes it easy to share your newly searchable knowledge base with exactly the audience you choose.
Quitlo FAQ
How is Quitlo different from a survey tool like Delighted?
Quitlo is fundamentally different. While survey tools like Delighted collect static scores and form responses, Quitlo initiates dynamic, two-way AI conversations. It doesn't just ask "why?"; it listens to the answer and asks intelligent follow-ups to uncover the full story. Quitlo replaces everything Delighted does for feedback collection and adds the critical layer of AI voice and text dialogue to get actionable intelligence, not just data points.
What kind of integrations does Quitlo support?
Quitlo is built to fit directly into your team's workflow. It integrates with essential tools like Slack for instant alerting and Jira for one-click ticket creation from conversation summaries. The platform also connects with your payment/billing system to detect failed payments and with your CRM or customer success platform to trigger conversations based on scores or lifecycle stages, ensuring a seamless operational fit.
Is the AI conversation truly a live voice call?
Yes. Quitlo offers a live AI voice agent that can conduct real-time, natural-sounding conversations. Customers can speak their feedback, and the AI will respond and ask follow-up questions just like a human interviewer would. This voice option, alongside text-based chat, significantly increases engagement and the richness of feedback compared to typing into a form.
What if a customer doesn't want to talk to an AI?
The customer is always in control. The AI conversation is presented as an optional choice. For example, in a cancel flow, a customer can choose a quick dropdown reason to cancel immediately or opt into the short conversation to provide more feedback. This respectful approach maintains a positive experience while maximizing the chance to gather invaluable insights from willing participants.
Alternatives
Patrivox Alternatives
Patrivox is a specialized SaaS platform in the content creation and automation category. It uses artificial intelligence to convert scanned documents and PDFs into a searchable digital archive. This process unlocks information trapped in paper records or image files, making it instantly accessible. Users may explore alternatives for several practical reasons. These can include budget constraints, the need for different feature sets like specific integrations, or platform requirements such as self-hosted solutions. The scale of a project or particular compliance needs can also lead organizations to evaluate other options. When considering other tools, focus on core capabilities. Essential factors include the accuracy of text recognition (OCR), the depth of search functionality, and how the system organizes extracted data. Security standards and the overall ease of use for your team are also fundamental criteria to assess.
Quitlo Alternatives
Quitlo is a specialized Churn Intelligence Platform for B2B SaaS companies. It uses AI-driven voice and text conversations to replace ineffective surveys, uncovering the real reasons customers cancel or disengage. This places it within the categories of AI Assistants and Customer Support tools focused on retention. Users may explore alternatives for several practical reasons. These can include budget constraints, a need for different integration capabilities, or a preference for a platform with a broader or narrower set of features. Some teams might also seek solutions that align more closely with their existing customer feedback workflows. When evaluating any alternative, focus on core needs. Key considerations are the tool's ability to generate genuine, actionable insights from departing customers, its automation and triggering capabilities, and how seamlessly it delivers those insights to your team. The goal is to move beyond simple data points to a clear understanding that drives retention strategy.