Stylo Assist vs AI Ticket Tagger by Labelf

AI Ticket Tagger by Labelf turns your Zendesk into a self-organizing, self-explaining support operation. Train AI models on your own historic tickets in minutes and let them set ticket fields and tags automatically - then use those consistent fields to power real-time dashboards, AI reply suggestions grounded in your own Help Center, FAQ gap detection and plain-language data investigations. Everything is managed from one place: the Labelf web app. Real-time dashboards for contact reasons, churn and sales When AI keeps your ticket fields consistent, your dashboards finally tell the truth. Build real-time dashboards in the Labelf web app on top of any combination of ticket fields - see your top contact reasons as they shift, spot churn signals while there is still time to act, and surface sales opportunities hiding in your support queue. Labelf also monitors your tickets with a combination of NLP models to discover emerging issues and show them as new dynamic categories, so rampant new problems are visible before they overwhelm your support. AI reply suggestions grounded in your own Help Center Get a suggested reply drafted directly on incoming tickets, posted as an internal note your agents can copy, tweak and send. Suggestions are grounded in your own FAQ and knowledge base plus similar previously solved tickets - not generic AI guesses - so answers sound like your team and match your policies. You can also set a custom role prompt to control the tone and role the AI takes. Find the gaps in your FAQ before your customers do Labelf continuously analyzes what customers actually ask and compares it against what your Help Center actually answers. The result is a prioritized list of missing FAQ articles - the questions that keep generating tickets because no article answers them. Write the handful of articles that matter, deflect the tickets, and watch the same dashboard confirm the drop. Investigate anything with the Labelf Agent Ask questions about your support data in plain language: "Why did returns spike in July?", "Which contact reasons drive churn for our enterprise customers?", "What changed after the last release?". The Labelf Agent digs through your Zendesk data, runs the analysis, builds the charts and comes back with an answer you can act on - a data analyst on demand for your support organization. Train a ticket categorizing AI on an existing ticket field Say your support team categorizes tickets into 'phone', 'internet', 'complaints', 'invoices' and 'order' using a ticket field. Train an AI on the historic data for that field in minutes, then activate it so categorization and routing into views happens automatically - for all future tickets, and for your backlog if you want better insights on historic data too. Train a ticket tagging AI on your historic ticket tags If your agents have historically tagged tickets with labels like 'urgent', 'angry' or 'shipping accident', train an AI on those historic tags and have incoming tickets tagged the same way - consistently, instantly, on every ticket. Works for chat as well Automatically tag your chats when they are closed or solved, to analyze your chat flows and save your agents time. Works in any language The AI models you train on Labelf's platform work in any language, even if your historic data is in just one. Expand into new markets without changing a thing. About Labelf AI Labelf AI is a Swedish company based in Stockholm. We create AI heroes by removing the barriers for AI implementation. Privacy Notice No data is accessed by Labelf after installing the app unless the user first actively: 1. Adds a dataset in app.labelf.ai 2. Activates a model or reply suggestion trigger from Labelf's trigger management To provide ticket tagging and reply suggestions, this application accesses and processes ticket data, including: - Ticket subject and description - Conversation history (comments) - Ticket metadata (tags, status, custom fields) This data is used to: 1. Train and execute AI models for automatic ticket categorization. 2. Generate AI reply suggestions using large language models and your own Help Center content (only if enabled). Data is stored and processed securely by Labelf AI. For more information, please see our Terms of Service at https://app.labelf.ai/tos .

Try the Copilot trusted by 200+ Zendesk Customers Start your free 14‑day trial today — no credit card required! What Can Stylo Assist Do? Smart Reply Drafts: Generate replies based on your Knowledge Base content, or provide a simple input and Stylo will turn it into a complete, polished response. Info Gathering: Surface relevant articles, past tickets, and macros to help agents efficiently solve customer inquiries. Ticket Summaries: Quickly grasp lengthy issues at a glance. Consistent Tone Management: Ensure responses match your brand voice, follow custom rules, and align with your communication preferences. Real‑Time Translations: Communicate effortlessly with translation for incoming and outgoing messages in any language. E‑Commerce Integrations: Pull in customer order details from Shopify and other platforms. Auto‑Resolve Follow‑ups: Automatically close tickets that were re‑opened by a “thank you” when nothing further is needed. Stylo Workflows: AI‑Powered Replies for Any Scenario Build dynamic templates that match the moment — whether that's automating public replies, suggesting AI‑generated drafts, posting internal notes, or giving agents the flexibility to choose the workflow that fits. Use any combination of fixed text, AI prompts, conditional logic, and Zendesk placeholders. Stylo Workflows are flexible enough to handle repetitive questions, policy nuances, and even edge cases with confidence. Workflows can be shared with all agents, limited to specific groups, or kept personal — giving every team the setup that suits their style. They reduce friction at every step, so your team can move faster and focus on what matters most. Stylo Analytics Get deep visibility into how your team is using Stylo Assist. Track usage by ticket and by agent, monitor paste rates, and measure how many tickets are being automatically resolved. Measure adoption across your team, surface patterns in agent feedback, and understand how Stylo Assist is transforming day‑to‑day support operations. With clear trends and exportable data, it’s easy to share insights, spot opportunities, and prove impact across the org. Learn more at askstylo.com or contact us with questions.