# Orbitype

> Orbitype is your Agentic GTM Engineer. It builds and runs your revenue engine, works with your stack or replaces it entirely, and helps your team scale without adding headcount.

B2B revenue teams run on disconnected tools, rigid workflows, and manual operations. Orbitype is a composable operating system for business operations, powered by AI agents. It orchestrates structured data, file storage, workflows, agents, and artifacts through Orbitype Intelligence to create always-on GTM infrastructure for B2B revenue teams.

Orbitype is composable by design, avoids lock-in through full data ownership and standard APIs, works with real data, removes infrastructure overhead, and provides reliable, agent-native operations.

## Pages

- [Who Uses Orbitype – GTM Engineers, RevOps Teams, Founders & Agencies](https://www.orbitype.com/audience): <p>Orbitype is built for the people who own the revenue engine. Whether you are a GTM Engineer building the stack, a founder running lean, a sales team closing pipeline, or an agency delivering results for clients — Orbitype gives you the infrastructure to execute without the headcount.</p>
- [About Orbitype – The Team Behind the Agentic RevOps OS](https://www.orbitype.com/about): <p>Orbitype was built because B2B revenue teams deserve better than 10 disconnected tools and a spreadsheet holding it all together. We build the infrastructure that lets GTM Engineers, RevOps teams, and founders run their entire revenue motion from one place — with AI agents that work, data they own, and zero vendor lock-in.</p>
- [Privacy Policy](https://www.orbitype.com/dataprotection): How Orbitype processes personal data, including Google user data.
- [Imprint](https://www.orbitype.com/imprint): Legal disclosure for Orbitype / Webentertainer GmbH.
- [Partner & Affiliate Program – Grow with the Orbitype RevOps OS](https://www.orbitype.com/affiliate-programm): <p>Resell, refer or co-build with Orbitype. Join GTM agencies, RevOps consultants and growth partners who earn recurring revenue by bringing the agentic revenue OS to their clients.</p>
- [Comprehensive Orbitype Documentation for Developers and Users](https://www.orbitype.com/documentation): <p>Everything you need to build and run your revenue engine. From database schema to workflow automation to AI agents — the Orbitype documentation walks you through the entire platform step by step.</p>
- [Pricing - Orbitype for GTM and Revenue Teams](https://www.orbitype.com/pricingdemo): <p>Clear pricing for GTM and revenue teams. Start at $20 per seat, scale AI and automation as needed, and keep costs transparent with one credit system.</p>
- [Orbitype vs. Clay, Apollo, HubSpot & Salesloft – One RevOps OS Instead of 10 Tools](https://www.orbitype.com/vs): <p>Why pay for Clay, Apollo, HubSpot, Salesloft, Zapier and n8n separately — and still have no single source of truth$1 Orbitype replaces your entire GTM stack with one agentic OS. Your data, your workflows, your AI agents. All in one place.</p>
- [Revenue Operations](https://www.orbitype.com/solutions): <p>Orbitype replaces fragmented GTM stacks with one AI-native operating system for CRM, outreach, workflows, AI agents, and revenue operations.</p>
- [Explore the Orbitype Blog](https://www.orbitype.com/posts): <p>Practical knowledge for GTM Engineers, RevOps teams and founders. Tactics, frameworks and real insights on revenue automation, AI agents, outreach and building modern GTM infrastructure.</p>
- [Terms and Conditions](https://www.orbitype.com/terms-and-conditions): Orbitype subscription terms and conditions.
- [Turn AI Into Your Agency’s Next Business Model.](https://www.orbitype.com/partners): <p>Productize your expertise, launch recurring AI services, and earn up to 15% from every client’s ongoing Orbitype usage.</p>
- [The Platform](https://www.orbitype.com/platform): <p>Orbitype unifies CRM, workflows, AI agents, APIs, databases, storage, and automations into one AI-native operating layer for modern revenue teams.</p>
- [Pricing - Orbitype for GTM and Revenue Teams](https://www.orbitype.com/pricing): <p>Clear pricing for GTM and revenue teams. Start at $20 per seat, scale AI and automation as needed, and keep costs transparent with one credit system.</p>
- [Grow Revenue Without Growing Headcount](https://www.orbitype.com): <p>Orbitype helps your team find leads, automate outreach, keep CRM data updated, and run repetitive GTM work from one place.</p>
- [Build Systems. Not Headcount.](https://www.orbitype.com/agencies): <p>Orbitype helps growing B2B companies turn repetitive sales, support, reporting, and operations work into AI-powered systems.</p>

## Platform

- [Artifacts – Any GTM UI. On Demand. Wired to Everything.](https://www.orbitype.com/platform/artifacts): Your revenue data should not live in a spreadsheet nobody trusts. Orbitype generates dashboards, tables, and visual interfaces directly from your Postgres database. Your team always works from live data, not a stale export from last Tuesday.
- [Orbitype Intelligence](https://www.orbitype.com/platform/orbitype-intelligence): Your AI GTM Engineer. It builds and operates your entire revenue infrastructure via chat. CRM, outreach, lead scoring, workflows, sales tools. No dev tickets. No sprint cycles.
- [Workflows – Automate Your Revenue Logic. Exactly as Defined.](https://www.orbitype.com/platform/workflows): Most GTM teams run on manual processes that should not exist. Orbitype Workflows automate your revenue logic precisely: sequences, routing, scoring, enrichment, reporting. Every trigger. Every time. No deviation.
- [AI Agents](https://www.orbitype.com/platform/agents): Workflows run your rules. AI Agents handle everything that needs judgment. Build one per task. Deploy to your workspace. They run 24/7 on your data.
- [Leads – Find, Score and Enrich Your Ideal Customers](https://www.orbitype.com/platform/leads): Most B2B teams search for leads in the wrong place. Orbitype gives you a built-in lead database, ICP scoring, and enrichment so your outbound starts with the right people, not a list you bought last year.
- [Infrastructure – Your Data. Your Control. Zero Lock-In.](https://www.orbitype.com/platform/infrastructure): Most GTM platforms own your data. Migration is painful. Exports cost money. Features get sunset without warning. Orbitype is built on the opposite principle: standard Postgres and S3 you fully own, with auto-generated APIs for everything.

## Solutions

- [Agency Delivery Automation](https://www.orbitype.com/solutions/for-agencies): Agency margins die on manual work. Every new client adds hours, not just revenue. Orbitype gives Agency Owners one infrastructure layer for research, content, outreach, and reporting across all clients.
- [RevOps Infrastructure for Heads of RevOps](https://www.orbitype.com/solutions/for-revops): A CRM nobody trusts. Data in 12 tools. Reporting that takes a week to build. Orbitype gives Heads of RevOps one platform to consolidate the stack, automate the revenue engine, and get reporting that reflects reality.
- [GTM OS for Founders](https://www.orbitype.com/solutions/for-founders): You built the product. Now the GTM is eating your calendar. Orbitype replaces the fragmented stack with one system that runs outbound, enrichment, and reporting automatically so you can focus on selling.

## Documentation

- [Projects](https://www.orbitype.com/docs/yPyd54/projects): <p>Managing and configuring project settings in Orbitype allows for seamless integration and customization to fit your needs.</p>
- [SQL wizard](https://www.orbitype.com/docs/pc8POr/sql-wizard): <p>Use the SQL wizard to quickly and easily create database tables. Even without any coding knowledge, you'll be able to create whatever data structure you need.</p>
- [...](https://www.orbitype.com/docs/3qXpnb/li4u): <p>...</p>
- [Usage of Blog Template](https://www.orbitype.com/docs/ipOti6/usage-of-blog-template): <p>Learn how to create a simple blog using Orbitype's Blog Template, and start captivating readers.</p>
- [External Forms & Interactive calculators](https://www.orbitype.com/docs/zbPAsC/external-forms-interactive-calculators): <p>Nowadays, you no longer need to install your own software to integrate forms.</p>
- [How To Register on Orbitype](https://www.orbitype.com/docs/mtaoWM/how-to-register-on-orbitype): <p>Here are the instructions on how to register on Orbitype:</p>
- [...](https://www.orbitype.com/docs/61Tj4T/li4u): <p>...</p>
- [Hierarchy in Orbitype](https://www.orbitype.com/docs/P6Oz8z/hierarchy-in-orbitype): <p>How Orbitype is structured</p>
- [General Knowledge about Orbitype](https://www.orbitype.com/docs/RGd2lU/general-knowledge-about-orbitype): <p>A few things to know about Orbitype: it's a customizable SaaS platform that offers strong user role capabilities, flexible data connectivity, and smooth project management for users.</p>
- [Detailed Pricing](https://www.orbitype.com/docs/Tvr7Ho/detailed-pricing): <p><strong>A seat costs 20 USD per month. After that, you only pay for what you use.</strong></p><p>Orbitype uses a transparent credit system where <strong>1 USD = 100 Credits</strong>. All seats, usage, and add-ons are billed in credits and assigned to the <strong>Workspace Sponsor</strong>.</p>
- [Meta View](https://www.orbitype.com/docs/wK9qw/meta-view): The Meta View centralizes the management and organization of metadata, crucial for optimizing content, search, and user experience.
- [Workflows](https://www.orbitype.com/docs/vSzpbA/workflows): <p>Workflows enable users to build their own automations inside their workspaces.<br>"Workflows" consist of "Nodes," which can be seen as serverless functions that can be connected with each other.</p>
- [Image View](https://www.orbitype.com/docs/IsFbLO/image-view): <p>Explore images of your S3 Storage in detail with Orbitype's Image View. Click any image file in the cloud storage to enjoy a full-screen display, offering clarity beyond thumbnails or lists. Perfect for a closer look!</p>
- [Cookbook - Sections](https://www.orbitype.com/docs/JQQeDh/cookbook-sections): <p>Modern webpages are often composed of many different sections.</p><p>Things like hero banners, testimonials, FAQs or simple text blocks.</p><p>Developers implement these as reusable components with props.</p><p>But how do we allow non-technical people to use them in Orbitype?</p>
- [Nuxt integration](https://www.orbitype.com/docs/UZItKu/nuxt-integration): <p>Orbitype can easily be integrated into the popular Vue Framework Nuxt.</p>
- [How To Book Demo on Orbitype](https://www.orbitype.com/docs/CjVGPp/how-to-book-demo-on-orbitype): <p>Here are the instructions on how to book a demo on Orbitype:</p>
- [Agents](https://www.orbitype.com/docs/3Mtgbx/agents): <p>For non deterministic workloads, you can use Orbitype Agents. They are scoped to workspaces and can be called from any code execution context in Orbitype.</p>
- [Orbitype for Developer](https://www.orbitype.com/docs/8SP7lq/orbitype-for-developer): <p>Orbitype is a managed headless CMS that supports a variety of data sources.</p><p>Connect S3 compatible object storages, SQL databases and more.</p><p>Use a simple RESTful API to modify your data programmatically</p><p>or edit it with an automatically generated visual GUI.</p>
- [Cancel Account](https://www.orbitype.com/docs/VLquQz/cancel-account): <p>To ensure you’re comfortable using Orbitype, we want to make sure everything is clear. If you have any questions or encounter issues understanding how something works, please don’t hesitate to reach out. We’re here to assist you—just send us a message at <a target="_blank" rel="noopener noreferrer nofollow" href="mailto:support@orbitype.com"><strong>support@orbitype.com</strong></a>, and we’ll be happy to help you with any questions you have.</p>
- [Key Features of Orbitype](https://www.orbitype.com/docs/Ku4Ood/key-features-of-orbitype): <p>- <strong>Flexible Data Management:</strong> Customize your content structure as needed. Create and manage your database schema or store files directly on S3.</p><p>- <strong>API-Driven Interactions:</strong> Orbitype's API-centric approach means you can access and manipulate your data through well-defined endpoints.</p><p>- <strong>Modular Connectors:</strong> The system uses connectors, like the S3 Connector for storage and SQL Connector for database operations, to simplify data handling.</p>
- [Artifacts](https://www.orbitype.com/docs/PkLHUB/artifacts): <p>Build and publish external forms and interactive calculators in Orbitype—without running separate frontend or backend projects.</p>
- [Introduction to Orbitype](https://www.orbitype.com/docs/JGZK7A/introduction-to-orbitype): <p>Orbitype is a versatile and user-friendly ai agent environment designed to streamline your content management experience. It allows you to efficiently manage and deliver content across various digital platforms, providing seamless integration with S3 storage and SQL/Postgres databases.</p>
- [API Authentication](https://www.orbitype.com/docs/oQSPNY/api-authentication): <p>Orbitype exposes a full-featured RESTful API that you can connect to from your</p><p>own code. Read, create, update, and delete items with simple HTTP requests.</p>
- [Credentials](https://www.orbitype.com/docs/y1HLHq/credentials): <p>All the credentials of an Orbitype workspace can be accessed in workflows. There, you can use the credentials to authenticate with the API, third-party APIs, and also utilize them as central variables for your workspace.</p>
- [Single Pages](https://www.orbitype.com/docs/1AUFin/single-pages): <p>In Orbitype, Single View Pages are a crucial concept, especially designed for displaying individual content items in detail. These pages are dedicated to showcasing a specific piece of content, such as an article, image, video, or any custom content type, in isolation from other content on the site. This approach is particularly beneficial for highlighting the intricacies and details of a single content item, providing a focused and enhanced user experience.</p><p>The implementation of Single View Pages allows content creators and developers to tailor the presentation and functionality of these pages to the specific needs of the content they're displaying. This could include custom layouts, interactive elements, or additional metadata, enhancing the engagement and accessibility of the content.</p>
- [S3 API](https://www.orbitype.com/docs/aQRYBR/s3-api): <p>For S3 connectors, the API exposes endpoints to read and write files.</p>
- [Overview Pages](https://www.orbitype.com/docs/jOISsX/overview-pages): <p>In Orbitype, Overview Pages are designed to enhance your browsing experience by providing two distinct ways to view and interact with your content: Grid View and Table View. These views offer flexibility in how data and files are presented, catering to different user preferences and content types. Additionally, Orbitype incorporates hidden settings that automatically customize your experience based on your interactions, ensuring a seamless and personalized interface without requiring manual configuration.</p>
- [Database settings](https://www.orbitype.com/docs/Nnowww/database-settings): <p>Fine-tune how Orbitype interacts with your database. Among other things, you can hide tables from non-technical users and define aliases.</p>
- [Foreign keys](https://www.orbitype.com/docs/dSf8XI/foreign-keys): <p>Databases establish relationships between entities via foreign keys. Orbitype can resolve these reference and make it easy to add, change and analyze relationships.</p>
- [Code View](https://www.orbitype.com/docs/VhYbAK/code-view): <p>Code view in Orbitype and similar headless CMS allows direct manipulation of underlying markup, offering precise control for developers and experienced users.</p>
- [Runtime Environment](https://www.orbitype.com/docs/CCTCFY/runtime-environment): <p>Orbitype has a shared runtime environment which is accessible to agents through their tools, workflows in their nodes, artifacts in their server actions, and to Orbitype Intelligence in the interactive execution mode.</p>
- [The Side Bar](https://www.orbitype.com/docs/ADdBR1/the-side-bar): The Orbitype dashboard's sidebar is a user-friendly navigation tool, providing quick access to features and sections for effective content management. Its design adapts to user roles and permissions, ensuring a personalized experience.
- [Tree View](https://www.orbitype.com/docs/hedHj3/tree-view): <p>The Tree View reads your json or Database Structure and Matches the following Field Types to give you an easy to edit interface on any data structure.<br></p>
- [Video View](https://www.orbitype.com/docs/5sN6Mp/video-view): <p>Streamline your video content management in Orbitype with the Video View feature. Access, review, and manage videos directly within the CMS's cloud storage, eliminating the need for external players or downloads. Simplify your content workflow effortlessly.</p>
- [PDF View](https://www.orbitype.com/docs/7FG3WE/pdf-view): <p>Effortlessly manage PDF documents with Orbitype's PDF View feature. View and interact with PDFs directly in the cloud storage, bypassing downloads and external apps. Ideal for quick access, review, and management of PDF content within the CMS environment.</p>
- [SQL API](https://www.orbitype.com/docs/Z7BYWp/sql-api): <p>For SQL connectors, the API exposes an endpoint to execute prepared SQL</p><p>statements. The HTTP Method conveys intention, but you may pass any valid</p><p>combination of <code>sql</code> and <code>bindings</code>.</p>
- [User Account](https://www.orbitype.com/docs/naDhrc/user-account): <p>Orbitype simplifies user account creation, guiding administrators through quick user addition and role matching, ensuring smooth system integration.</p>

## Blog Posts

- [AI-Powered Recruiting Automation: How AI Agents Replace Manual Hiring Workflows](https://www.orbitype.com/posts/TwLTi1/ai-powered-recruiting-automation-how-ai-agents-replace-manual-hiring-workflows): <p>Recruiting is one of the most process-heavy, repetitive functions in any business — and one of the most underautomated. AI agents can screen, score, schedule, and communicate with candidates autonomously, freeing your team to focus on the human decisions that actually matter.</p>
- [Boost Productivity in 2026 with AI Agents](https://www.orbitype.com/posts/4BtgeR/boost-productivity-in-2026-with-ai-agents): <p>AI agents automate tasks, learn continuously, and integrate across systems to boost enterprise productivity in 2026 with measurable efficiency gains.</p>
- [Why Agencies Need an Agentic RevOps OS to Stay Competitive](https://www.orbitype.com/posts/PH5eef/why-agencies-need-an-agentic-revops-os-to-stay-competitive): <p>Agencies are under pressure to deliver more with less. The answer is not hiring more people — it is deploying AI agents that run your client delivery, pipeline generation, and operations autonomously. Orbitype is the agentic RevOps OS built for agencies that want to scale without scaling headcount.</p>
- [Multi-Agent Systems 2026: Building Collaborative AI Teams](https://www.orbitype.com/posts/e2YCe8/multi-agent-systems-2026-building-collaborative-ai-teams): <p>In 2026, learn how to design and scale multi-agent systems that enable collaborative AI teams to automate complex workflows and deliver business value.</p>
- [AI Agent Orchestration: Multi-Agent Systems for Automation](https://www.orbitype.com/posts/253QGp/ai-agent-orchestration-multi-agent-systems-for-automation): <p>AI agent orchestration replaces rigid workflows with self-organizing multi-agent systems that adapt in real time to manage complex enterprise automation.</p>
- [Orbitype January 2026 Update](https://www.orbitype.com/posts/lR0jq7/orbitype-january-2026-update): <p>This is our big start-of-the-year release. We shipped major upgrades across Intelligence and our Workflow Automation Engine, plus powerful new automation capabilities for documents, LinkedIn, and browser-driven workflows.</p><p>The focus: more capability, more control, and more real-world automation.</p>
- [Revolutionizing Outreach Automation with AI Agents](https://www.orbitype.com/posts/qcfACm/revolutionizing-outreach-automation-with-ai-agents): <p><strong>AI agents for outreach tasks</strong> have emerged as a groundbreaking solution, enabling the automation of complex communication processes without losing the human touch.</p>
- [AI Agent Use Cases 2026: Maximizing Enterprise Efficiency with Autonomous Workflows](https://www.orbitype.com/posts/2oshAl/ai-agent-use-cases-2026-maximizing-enterprise-efficiency-with-autonomous-workflows): <p>In 2026, AI agents are redefining the way enterprises structure information, automate operations, and engage with customers. The new generation of agents goes far beyond simple chatbots: they act as autonomous, orchestrated digital workers across knowledge management, outreach, content creation, and industry-specific processes. This article delivers a deep dive into leading AI agent use cases, technical implementation strategies, and concrete value for software teams aiming to maximize automation and productivity.</p>
- [AI GTM for Marketing Teams: Automate Campaigns, Content & Pipeline with AI Agents](https://www.orbitype.com/posts/IA30Wr/ai-gtm-for-marketing-teams-automate-campaigns-content-pipeline-with-ai-agents): <p>Marketing teams are drowning in repetitive execution: writing sequences, publishing content, managing campaigns, and reporting on results. AI agents take over the execution layer — so your marketers can focus on strategy, positioning, and creative direction.</p>
- [AI RevOps OS: How Business Teams Run Operations with AI Agents & Automated Workflows](https://www.orbitype.com/posts/M1YnnV/ai-revops-os-how-business-teams-run-operations-with-ai-agents-automated-workflows): <p>Revenue operations is the connective tissue of every B2B business — and it is almost entirely manual. Orbitype gives business teams an AI-powered RevOps OS: custom data infrastructure, automated workflows, and AI agents that run your operations end-to-end.</p>
- [AI Agent Revolution: Guide to Development & Best Practices](https://www.orbitype.com/posts/CcmZ5D/ai-agent-revolution-guide-to-development-best-practices): <p>Discover how AI agents transform software development with automation, RAG systems, and best practices for scalable, secure deployments. Explore now!</p>
- [The AI Agent Revolution](https://www.orbitype.com/posts/23YZ3y/the-ai-agent-revolution): <p>The world of AI agents is evolving at breakneck speed, offering businesses an unprecedented array of deployment options and architectural approaches. From silent background workers to interactive conversational partners, the landscape of AI automation has diversified into distinct categories, each with unique strengths, challenges, and optimal use cases.</p>
- [AI Agent Security 2026: Protect Your Business](https://www.orbitype.com/posts/7xPF4p/ai-agent-security-2026-protect-your-business): <p>Practical guide to securing autonomous AI agents in 2026: manage prompt injection, prevent data leakage, and enforce access controls and auditability.</p>
- [Future-Proof AI with LLM-Independent Memory Layers](https://www.orbitype.com/posts/ZLk75/future-proof-ai-with-llm-independent-memory-layers): <p>Build AI systems that endure model changes with LLM-independent memory layers. Preserve data, tools, and retrieval for agile, lock-in-free architectures.</p>
- [GTM Automation for SMEs: How to Start Small and Scale Fast with AI Agents](https://www.orbitype.com/posts/zTCuTz/gtm-automation-for-smes-how-to-start-small-and-scale-fast-with-ai-agents): <p>Most SMEs know they need to automate their go-to-market — but fear complexity, cost, and vendor lock-in. The answer is not a big-bang transformation. It is starting with one process, proving value in weeks, and scaling from there. Here is how to do it with Orbitype.</p>
- [Integrate Ambient AI Agents: Change & Process Guide](https://www.orbitype.com/posts/YfZjKp/integrate-ambient-ai-agents-change-process-guide): <p>Discover how to integrate Ambient AI Agents with human-centered change management and optimized workflows to enhance team performance.</p>
- [Hybrid Web Crawling: Automate Research with Orbitype](https://www.orbitype.com/posts/AFZgzU/hybrid-web-crawling-automate-research-with-orbitype): <p>Discover how Hybrid Web Crawling with Orbitype integrates AI agents and classic crawlers for automated, scalable research and real-time market insights.</p>
- [Boost Content with RAG: Avoid Forgotten AI Texts](https://www.orbitype.com/posts/8CVUp8/boost-content-with-rag-avoid-forgotten-ai-texts): <p>Discover how Retrieval-Augmented Generation (RAG) by Orbitype adds real depth to AI content, boosting SEO, engagement, and leads with verifiable insights.</p>
- [Agentic AI: Definition, Fundamentals & Applications](https://www.orbitype.com/posts/4ohhP/agentic-ai-definition-fundamentals-applications): <p>Discover Agentic AI: autonomous agents planning, executing & optimizing tasks. Learn fundamentals, frameworks & use cases for business automation.</p>
- [Intelligent LinkedIn Post-Bot: Orbitype & AI Automation](https://www.orbitype.com/posts/g6oQqB/intelligent-linkedin-post-bot-orbitype-ai-automation): <p>Orbitype’s AI post-bot automates LinkedIn: RAG insights, LangChain orchestration, OpenAI style mimicry, and OAuth for on-brand, autonomous publishing.</p>
- [Invisible Tech: Boost Productivity with Ambient AI](https://www.orbitype.com/posts/GXN5C0/invisible-tech-boost-productivity-with-ambient-ai): <p>Discover invisible technology and ambient intelligence to automate tasks, boost productivity, and power seamless workflows at home and work.</p>
- [Stop Manual Data Tasks with AI Automation](https://www.orbitype.com/posts/67S1xr/stop-manual-data-tasks-with-ai-automation): <p>Stop wasting hours on manual data upkeep. Automate with AI agents, SQL databases and real-time dashboards for instant insights and smarter decisions.</p>
- [Orbitype: The Agentic GTM OS Replacing Your Disconnected Stack](https://www.orbitype.com/posts/FSAWn8/orbitype-the-agentic-gtm-os-replacing-your-disconnected-stack): <p>B2B revenue teams run on 10+ disconnected tools and still miss quota. Orbitype is your Agentic GTM OS — it builds your go-to-market infrastructure, runs your revenue engine with AI agents, and automates your business processes end-to-end.</p>
- [Boost SME Efficiency with Virtual Employees](https://www.orbitype.com/posts/vN10Fw/boost-sme-efficiency-with-virtual-employees): <p>Learn how virtual employees enable SMEs to automate 40% of tasks, save costs and scale like big teams with AI-powered workflows.</p>
- [Orchestrate Apps with Orbitype's Agentic Cloud OS](https://www.orbitype.com/posts/nMGYCZ/orchestrate-apps-with-orbitypes-agentic-cloud-os): <p>Streamline your tools and data with Orbitype’s Agentic Cloud OS, orchestrating intelligent workflows for seamless integration and higher team efficiency.</p>
- [What are RAG Systems? Definition and Fundamentals](https://www.orbitype.com/posts/jV5JvN/what-are-rag-systems-definition-and-fundamentals): <p>RAG systems (Retrieval-Augmented Generation) are transforming how businesses work with their knowledge assets. This innovative AI technology combines two powerful approaches: intelligent information retrieval and automated response generation through Large Language Models.</p>
- [Understanding AI Agents: A Non-Technical Guide](https://www.orbitype.com/posts/B7j7QP/understanding-ai-agents-a-non-technical-guide): <p>Learn what AI agents are, how they differ from LLMs and workflows, and discover how these autonomous AI systems can revolutionize your business workflows.</p>
- [Hybrid Future: AI Agents & Humans Team Up](https://www.orbitype.com/posts/QcR4Ch/hybrid-future-ai-agents-humans-team-up): <p>Orbitype’s Agentic Cloud OS integrates AI agents as team members, enabling seamless, context-aware cooperation with humans for optimized productivity.</p>
- [From Low-Code to Agentic Cloud OS: Orbitype Revolution](https://www.orbitype.com/posts/mkV6Z0/from-low-code-to-agentic-cloud-os-orbitype-revolution): <p>Discover how Agentic Cloud OS from Orbitype surpasses Low-Code platforms with autonomous, proactive digital agents for smarter automation.</p>
- [SME Productivity Crisis & Agentic AI Breakthrough](https://www.orbitype.com/posts/fqrff2/sme-productivity-crisis-agentic-ai-breakthrough): <p>Discover how Agentic AI transforms SME workflows, boosting productivity by 400% with Orbitype’s 30-day roadmap and autonomous AI agents.</p>
- [How to Measure AI Agent ROI: Framework, Metrics & Best Practices for 2026](https://www.orbitype.com/posts/AvsXCj/how-to-measure-ai-agent-roi-framework-metrics-best-practices-for-2026): <p>AI agents are no longer experimental — they are core infrastructure for revenue teams in 2026. But without a clear ROI framework, budgets stall and adoption slows. This guide gives you the exact metrics, measurement model, and best practices to quantify the business value of every AI agent you deploy.</p>
- [30-Day AI Agent Roadmap to Beat 67% Failure](https://www.orbitype.com/posts/PRmcWg/30-day-ai-agent-roadmap-to-beat-67-failure): <p>Discover our 30-day roadmap to implement your first AI agent, avoid the 67% planning phase failure, and boost productivity with Orbitype’s Agentic Cloud OS.</p>
- [AI Agent ROI Calculation: Step-by-Step Guide with Formulas & Templates](https://www.orbitype.com/posts/hHd2I7/ai-agent-roi-calculation-step-by-step-guide-with-formulas-templates): <p>Knowing your AI agents deliver value is one thing. Proving it with numbers is another. This step-by-step calculation guide gives you the exact formulas, input variables, and spreadsheet-ready templates to calculate the ROI of any AI agent deployment — from a single outreach agent to a full agentic GTM stack.</p>
- [Why Modern Agencies Need Orbitype Automation](https://www.orbitype.com/posts/IluY9F/why-modern-agencies-need-orbitype-automation): <p>Boost agency efficiency with Orbitype's automation platform. Scale projects, cut manual tasks by 40%, and deliver faster, high-quality results.</p>
- [AI-Driven GTM Execution: How Orbitype Runs Your Multi-Channel Revenue Motion](https://www.orbitype.com/posts/HxXGtz/ai-driven-gtm-execution-how-orbitype-runs-your-multi-channel-revenue-motion): <p>Your GTM motion spans email, LinkedIn, calls, and content — but your team cannot be everywhere at once. Orbitype AI agents run your multi-channel revenue motion autonomously, 24/7, so your team focuses on what only humans can do: building relationships and closing deals.</p>

## Comparisons

- [Make (Integromat) Alternative: Orbitype – Modern Automation & Data Platform | Start Now](https://www.orbitype.com/vs/make): Compare Orbitype and Make (Integromat) for automation, data and integrations. Discover your new workflow platform today.
- [Zapier Alternative: Orbitype – Scalable Automation & Data Platform | Start Now](https://www.orbitype.com/vs/zapier): Compare Orbitype and Zapier for automation, data and integrations. Discover your new workflow platform today.
- [n8n Alternative: Orbitype – Modern Automation & Integration Platform | Start Now](https://www.orbitype.com/vs/n8n): Compare Orbitype and n8n for automation and integration. Discover the benefits and start your free trial today.
- [Retool Alternative: Orbitype – All-in-One Platform for Apps, Data & Automation](https://www.orbitype.com/vs/retool): Compare Orbitype and Retool for app building, automation, and platform ownership. Discover open data and true workflow freedom.
- [Notion Alternative: Orbitype – Beyond Notes. Your Platform for Data, Workflows & Automation](https://www.orbitype.com/vs/notion): Compare Orbitype and Notion for business workflows, automation and real database power. Go beyond notes – scale your business.
- [HubSpot Alternative: Orbitype – CRM & Business Platform with Full Data Control](https://www.orbitype.com/vs/hubspot): Compare Orbitype and HubSpot for CRM, automation, and data management. Discover how Orbitype gives you full flexibility and control.
- [CRM Alternative: Orbitype – Next-Gen Data & Relationship Platform | More than CRM](https://www.orbitype.com/vs/crm): Compare Orbitype and classic CRM software. Discover how Orbitype covers CRM and much more. Test your new business platform now.
- [Monday.com Alternative: Orbitype – Project, Data & Workflow Platform](https://www.orbitype.com/vs/monday): Compare Orbitype and Monday.com for project management, automation and data ownership – and build the workflows your business really needs.
- [Process Orchestrator Alternative: Orbitype – Flexible Automation & Orchestration Platform](https://www.orbitype.com/vs/orchestrator): Compare Orbitype and process orchestrators for automation and integration. Discover a flexible platform for every business process.
- [Headless CMS Alternative: Orbitype – Beyond Traditional Content Management](https://www.orbitype.com/vs/cms): Discover Orbitype as your flexible CMS and data platform. Compare all features with classic and headless CMS—decide what fits best.
- [Salesforce Alternative: Orbitype – Flexible CRM & Business Platform](https://www.orbitype.com/vs/salesforce): Compare Orbitype and Salesforce for CRM, automation, and business process control. Discover full flexibility and modern team agility.
- [Marketing Automation & Newsletter Alternative: Orbitype – Beyond Email Campaigns](https://www.orbitype.com/vs/marketing-automation): Discover Orbitype as your flexible platform for marketing automation, newsletters, and customer engagement. Compare all features with classic tools—and decide what fits best.
- [Airtable Alternative: Orbitype – True Database Freedom & Workflow Automation](https://www.orbitype.com/vs/airtable): Compare Orbitype and Airtable for automation, database freedom and workflow management. Build and scale your business with full flexibility.

## Optional

- [RAG System (portable)](https://www.orbitype.com/snippets/9da6f315-d1ea-44b6-9b55-069320c519f3/rag-system-portable): Multimodal RAG tool: store text, files or URLs, auto-extract content, semantic search with pgvector. Portable: reads storage prefix dynamically from the workspace's connector config. Requires the "RAG System — Database Setup" SQL snippet to be run once first, plus an SQL API key named 'rag-system-sql' and an S3 API key named 'rag-system-s3' scoped to a private storage connector named "Private cloud storage".
- [RAG System — Database Setup](https://www.orbitype.com/snippets/49da2d3c-83b2-46b2-8497-4b356f55d7ce/rag-system-database-setup): Reines SQL-Setup für das "RAG System (portable)" Werkzeug. Legt die pgvector-Erweiterung und die Tabelle "rag_items" an (nur falls sie noch nicht existieren — sicher mehrfach ausführbar). Vor dem RAG-Werkzeug einmal im SQL-Editor gegen die Ziel-Datenbank ausführen.
- [Picorn LinkedIn Visual Post](https://www.orbitype.com/snippets/0900994c-d066-4358-8059-ef19c879f393/picorn-linkedin-visual-post): Schreibt aus einem Briefing einen natürlichen LinkedIn-Post und baut ein vollflächiges 4:5-Visual mit Picorn Z-Image Turbo. Der Titel steht oben direkt auf dem Bild, ohne schwarze Karte. Ein Klick auf Run ohne Input startet einen Demo-Lauf. Veröffentlicht wird nur bei publish=true. Benötigt picorn_api_key und für die Veröffentlichung optional linkedin.
- [LinkedIn Sequencer: README (Sales One-Pager)](https://www.orbitype.com/snippets/12d8e35f-7906-4786-a592-c2258e4419e1/linkedin-sequencer-readme-sales-one-pager): Sales-driven landing page explaining the value of the LinkedIn Outreach Sequencer bundle: the problem it solves, what's inside, how it works, who it's for, and how to get started. Open this first — it's the pitch for the rest of the bundle.
- [LinkedIn Sequencer: Database Schema](https://www.orbitype.com/snippets/2f95ba0d-6a10-4a36-a7a9-b478f8a199d1/linkedin-sequencer-database-schema): Creates the 9 tables needed for the LinkedIn Outreach Sequencer bundle: leads, campaigns, campaign_steps, scheduled_actions, action_log, sequencer_settings, run_log, post_engagements, knowledge_base (with pgvector embedding column). Run this first, before importing the workflows/agents/artifacts, against a Postgres connector. Safe to re-run (uses IF NOT EXISTS). Inserts one default settings row so the dashboard has something to load immediately.
- [LinkedIn Sequencer: Dashboard](https://www.orbitype.com/snippets/c31ebdc4-971f-4ecf-b990-31c6ade78007/linkedin-sequencer-dashboard): Full control panel for the LinkedIn outreach sequencer: configure settings, manage campaigns and steps, monitor leads and the pipeline funnel, view logs, and trigger workflows manually. Part of the LinkedIn Outreach Sequencer bundle. Requires the 'sequencer-db' API key and matching workflows to be imported first.
- [LinkedIn Sequencer: Knowledge Base](https://www.orbitype.com/snippets/e8b51368-ea42-4ba7-8fb7-bb5e502c8fa1/linkedin-sequencer-knowledge-base): Central shared knowledge base UI used by all AI helpers in this bundle: add, search (AI-powered), and delete company knowledge entries (tone of voice, product facts, FAQs). Part of the LinkedIn Outreach Sequencer bundle.
- [LinkedIn Sequencer: Expire Old Invitations](https://www.orbitype.com/snippets/ca696201-b4ef-451c-9814-b3acb85b1d5c/linkedin-sequencer-expire-old-invitations): Runs daily on business days and cancels connection invitations that have been pending for more than 7 days. Part of the LinkedIn Outreach Sequencer bundle. Requires a 'sequencer-db' API key and a 'linkedin' LinkedIn Advanced credential.
- [LinkedIn Sequencer: Campaign Scheduler](https://www.orbitype.com/snippets/d68ba701-4b78-4bba-935d-c4e4332c748e/linkedin-sequencer-campaign-scheduler): Decides the next outreach step (view profile, like, comment, invite, message) for each lead based on their campaign's step list. Part of the LinkedIn Outreach Sequencer bundle. Requires a 'sequencer-db' API key and a 'linkedin' LinkedIn Advanced credential.
- [LinkedIn Sequencer: Connection and Reply Tracker](https://www.orbitype.com/snippets/22ec638a-b3aa-4ace-9337-c184212a5bef/linkedin-sequencer-connection-and-reply-tracker): Runs every 3 hours during business days and checks whether leads accepted the connection request or replied in chat, updating their status accordingly. Part of the LinkedIn Outreach Sequencer bundle. Requires a 'sequencer-db' API key and a 'linkedin' LinkedIn Advanced credential.
- [LinkedIn Sequencer: Daily Counter Reset](https://www.orbitype.com/snippets/ddc0c750-9498-4786-acc8-fd5a94868bbb/linkedin-sequencer-daily-counter-reset): Runs once a day at midnight and resets the daily invite/message/follow-up counters so the sending limits refresh. Part of the LinkedIn Outreach Sequencer bundle. Requires a 'sequencer-db' API key.
- [LinkedIn Sequencer: Lead Importer](https://www.orbitype.com/snippets/90bd3273-6e3b-4075-a4de-54f97c597499/linkedin-sequencer-lead-importer): Runs a LinkedIn people search (URL configured in settings) and imports new matching profiles as leads into the active campaign, skipping ones already in the database. Part of the LinkedIn Outreach Sequencer bundle. Requires a 'sequencer-db' API key and a 'linkedin' LinkedIn Advanced credential.
- [LinkedIn Sequencer: Post Comment Writer](https://www.orbitype.com/snippets/b399dab1-0850-4c3b-87f3-9e780970892d/linkedin-sequencer-post-comment-writer): AI helper that writes short, genuine comments on a lead's LinkedIn posts as part of an outreach campaign, using a shared knowledge base for tone/product facts. Part of the LinkedIn Outreach Sequencer bundle.
- [LinkedIn Sequencer: CTA Conversation Pusher](https://www.orbitype.com/snippets/758814d2-669f-44e6-879d-731390776939/linkedin-sequencer-cta-conversation-pusher): Runs periodically and pushes replied conversations toward a campaign-specific goal (e.g. booking a call) using a dedicated conversation agent per campaign. Disabled by default. Part of the LinkedIn Outreach Sequencer bundle. Requires a 'sequencer-db' API key and a 'linkedin' LinkedIn Advanced credential.
- [LinkedIn Sequencer: Outreach Message Writer](https://www.orbitype.com/snippets/546fff63-31ae-41e5-85e1-1e86b9bb40e8/linkedin-sequencer-outreach-message-writer): AI helper that writes cold-opener and follow-up LinkedIn messages for outreach campaigns, using a shared knowledge base for tone/product facts. Part of the LinkedIn Outreach Sequencer bundle.
- [LinkedIn Sequencer: Conversation Goal Pusher (Template)](https://www.orbitype.com/snippets/9ae716aa-4690-45b9-beee-41a2268887d3/linkedin-sequencer-conversation-goal-pusher-template): Reusable template agent: reads an ongoing LinkedIn conversation plus a campaign-specific goal, and decides the next message (or declares the goal reached). Clone per campaign and adjust tone/product details. Part of the LinkedIn Outreach Sequencer bundle.
- [LinkedIn Sequencer: Action Worker](https://www.orbitype.com/snippets/c9d2ee67-809f-4835-ba0f-c59b18a9c8ce/linkedin-sequencer-action-worker): Runs every 15 minutes and executes whichever outreach actions are due (invites, messages, comments, likes) while respecting daily send limits. Part of the LinkedIn Outreach Sequencer bundle. Requires a 'sequencer-db' API key and a 'linkedin' LinkedIn Advanced credential.
- [LinkedIn GTM Command Center — Database Setup](https://www.orbitype.com/snippets/5d35bde2-e525-4ba2-bc55-a2f6846c6c96/linkedin-gtm-command-center-database-setup): Creates the linkedin_comments and linkedin_settings tables required by the LinkedIn GTM Command Center bundle, with realistic demo data pre-loaded so the dashboard is immediately usable after import.
- [README — LinkedIn GTM Command Center](https://www.orbitype.com/snippets/86ec2e3e-1bb7-4815-a457-08416abeb9d7/readme-linkedin-gtm-command-center)
- [LinkedIn GTM Command Center (Dashboard)](https://www.orbitype.com/snippets/5264e83e-13a3-45fb-8c8e-136f3a814e8d/linkedin-gtm-command-center-dashboard)
- [LinkedIn Post Writer Agent](https://www.orbitype.com/snippets/71649332-1ed4-4730-87e7-4861a69e2115/linkedin-post-writer-agent)
- [2) LinkedIn Comment Poster](https://www.orbitype.com/snippets/0a3779e5-e677-4ebe-beca-5228718e9faf/2-linkedin-comment-poster)
- [1) LinkedIn Comment Engagement](https://www.orbitype.com/snippets/6c81e55b-1644-43f2-9e80-844a1f6b26eb/1-linkedin-comment-engagement)
- [LinkedIn Inbox Autopilot — Database Schema](https://www.orbitype.com/snippets/40ffbe5c-af0b-44ad-8168-eed726a77b3a/linkedin-inbox-autopilot-database-schema): Complete Postgres schema for the LinkedIn Inbox Autopilot system. Creates all 4 required tables: embeddings (pgvector RAG knowledge base), message_queue (HITL approval queue), linkedin_run_sessions (workflow run history), linkedin_run_logs (per-chat action log). Run this SQL once against your database connector before importing the workflow, agents, or artifacts. Requires pgvector extension.
- [LinkedIn Autopilot Dashboard](https://www.orbitype.com/snippets/a30cb0cb-efc2-45c2-b974-e2164ca9a608/linkedin-autopilot-dashboard): Operational monitoring dashboard for the LinkedIn Inbox Autopilot. Shows run history from linkedin_run_sessions, per-account stats (drafted / skipped / errors), and a full per-chat action log from linkedin_run_logs. Useful for auditing autopilot behavior, spotting patterns in skipped conversations, and tracking draft volume over time. Requires: database API key named 'database', linkedin_run_sessions and linkedin_run_logs tables.
- [Message Approval Queue — HITL UI](https://www.orbitype.com/snippets/3653b2aa-1e74-498c-a636-2c22259d9dc3/message-approval-queue-hitl-ui): Human-in-the-loop approval interface for the LinkedIn Inbox Autopilot. Shows all pending AI-drafted messages across all LinkedIn accounts. For each draft: view the full conversation context, edit the draft text inline, approve (sends the message via LinkedIn Advanced and marks as sent), or decline. Approved messages are sent directly via linkedin.resumeChat + linkedin.sendMessage. Requires: database API key named 'database', LinkedIn Advanced credential per account (name = account slug), message_queue table.
- [Knowledge Base — RAG Manager UI](https://www.orbitype.com/snippets/a7d9872a-cd62-411d-ae06-a322b3f5fa33/knowledge-base-rag-manager-ui): Custom artifact UI for managing the shared pgvector knowledge base used by all LinkedIn account agents. Features: browse all entries (newest first), semantic search, add new entries with optional scope tags (auto-chunked at 2500 chars), inline edit, and delete. Entries are stored in the embeddings table with vector embeddings generated via ai.embedding(). Scopes allow filtering knowledge by topic (e.g. 'generic', 'product', 'objections'). Requires: database connector with API key named 'database', embeddings table with pgvector extension.
- [LinkedIn Message Draft Agent](https://www.orbitype.com/snippets/e3814e8a-9ff1-462e-9dd6-f802f43c5023/linkedin-message-draft-agent): Per-account AI agent that writes LinkedIn message drafts for conversations that passed triage. Called by the LinkedIn Inbox Autopilot workflow via agency.get(accountSlug).run(envelope). The agent: (1) searches the shared RAG knowledge base for relevant context, (2) writes a concise, human-sounding reply or follow-up in the contact's language, (3) saves the draft to the message_queue table via the savedraft tool. One agent per LinkedIn account — duplicate and adjust the system prompt for each account's tone and identity. Requires: database API key, embeddings table with pgvector, message_queue table.
- [LinkedIn Inbox Autopilot — Workflow](https://www.orbitype.com/snippets/fe1a54e8-a4a5-4ba6-b902-08b880147d88/linkedin-inbox-autopilot-workflow): The core orchestration workflow for the LinkedIn Inbox Autopilot system. Scans all configured LinkedIn Advanced accounts for unanswered conversations, applies triage rules (filters out irrelevant/spam chats), and delegates qualifying conversations to the matching per-account AI agent for message drafting. Drafts are written to the message_queue table for human approval before sending. Supports both reply mode (respond to incoming messages) and followup mode (re-engage silent contacts). Configurable via node config: chat_limit, followup_hours, message_lookback, credential_prefix.
- [MS365 Email Autopilot — Database Schema](https://www.orbitype.com/snippets/8cb36449-16ba-4b77-859a-93f0229fb91c/ms365-email-autopilot-database-schema): PostgreSQL schema for the MS365 Email Autopilot. Creates 3 tables: embeddings (RAG knowledge base with pgvector), email_run_sessions (one row per workflow run), email_run_logs (one row per email processed). Includes 5 performance indexes.
- [Email Autopilot Dashboard — Artifact](https://www.orbitype.com/snippets/7bc0ae87-d22a-4dae-adfb-4451dbf07786/email-autopilot-dashboard-artifact): Daily operational monitoring dashboard. KPI cards (runs, drafts, skipped, errors), per-account stacked bar chart, skip reason breakdown, clickable run history, full email log with detail modal. Date range: today / 7 / 30 / 90 days. Reads from email_run_sessions and email_run_logs tables.
- [Knowledge Base — Artifact](https://www.orbitype.com/snippets/a5416602-f667-4db0-bc0a-b004541ee09a/knowledge-base-artifact): Full CRUD UI for the embeddings table. Browse entries, semantic search (pgvector), add text (auto-chunked + embedded), edit (re-embeds on save), delete with confirmation. Requires a database API key.
- [README — MS365 Email Autopilot](https://www.orbitype.com/snippets/85353ed6-ebee-415b-8125-5949f9151302/readme-ms365-email-autopilot): Full setup guide and technical reference for the MS365 Email Autopilot system. Covers architecture, naming convention, credentials, workflow nodes, agent tools, database schema, artifacts, adding new accounts, and troubleshooting. Tabbed navigation with JS scroll.
- [MS365 Email Autopilot — Workflow](https://www.orbitype.com/snippets/83495ba4-69e9-4e45-b410-eb385d18d3cd/ms365-email-autopilot-workflow): Main automation workflow. Runs every 10 min (08–18h). Auto-discovers ms365_* credentials, fetches unread Outlook emails, runs 3 triage gates, delegates to the matching AI agent, writes reply drafts, and logs every run to the database.
- [MS365 Email Draft Agent](https://www.orbitype.com/snippets/e18441e4-55a7-4895-b12b-4244f43ca993/ms365-email-draft-agent): Focused draft-writer agent. Receives pre-triaged emails, optionally searches the knowledge base for context, writes a professional reply, and saves it to Outlook Drafts via the processEmail tool. Tools: processEmail (Graph API), searchKnowledge (pgvector RAG).
- [ICP to Booked Meeting - Database](https://www.orbitype.com/snippets/ea376c1c-113c-4ca1-a5b3-0463e8652bd9/icp-to-booked-meeting-database)
- [PandaDoc API Bundle — README](https://www.orbitype.com/snippets/ab845f3d-1d63-42cd-afa8-856691b23d4e/pandadoc-api-bundle-readme): Setup guide and node reference for the PandaDoc API Demo Request Library workflow bundle.
- [PandaDoc API — Demo Request Library](https://www.orbitype.com/snippets/a5d27dc5-a3ef-4831-bf6a-239d0672d317/pandadoc-api-demo-request-library): Full workflow covering PandaDoc API: auth check, documents (list, create from template, details, send, embedded signing, download PDF, add recipient), templates (list, details), contacts, members, webhooks, product catalog, and workspaces. Requires a workspace credential named "pandadoc" containing a PandaDoc API Key (not OAuth).
- [LinkedIn Inbox — Full Artifact](https://www.orbitype.com/snippets/1e95f99e-58d2-490e-a56d-cac96c5ba185/linkedin-inbox-full-artifact): A full-featured LinkedIn inbox mirror built as an Orbitype custom artifact. Browse chats, read message threads, send messages, get AI reply suggestions, live-poll for new messages, filter by unread/unanswered, search all contacts, and manage read/unread status — all powered by LinkedIn Advanced.
- [Visual Template Previewer](https://www.orbitype.com/snippets/50fd8cc3-fd02-4e30-ba44-6ebca15d6635/visual-template-previewer): Artifact template: Visual Template Previewer
- [Support Ticket Feed Artifact](https://www.orbitype.com/snippets/c961089a-3459-4643-b12b-3ef16a5592f8/support-ticket-feed-artifact): Live support ticket feed artifact. Two-panel UI: ticket list (left) with status/priority filters + thread view (right) with inbound/outbound messages, AI resolution idea panel, one-click reply composer that sends via MS365 and saves to DB, and status/priority dropdowns for instant updates.
- [Support Ticket — Background Sync Workflow](https://www.orbitype.com/snippets/6f30c847-4572-456f-a54b-eb6c4115db86/support-ticket-background-sync-workflow): Cron workflow that runs every 15 minutes on weekdays and calls the Support Ticket Agent via agency.get('support_ticket_agent'). Keeps tickets updated automatically without manual intervention. Toggle enabled=true to activate.
- [Support Ticket System — DB Schema](https://www.orbitype.com/snippets/5ae448f3-14d7-454c-bfa9-bace2b2f0733/support-ticket-system-db-schema): PostgreSQL schema for the Support Ticket system. Creates 2 tables: support_tickets (one row per ticket with subject, customer, status, priority, category, thread_id for MS365 threading, AI resolution_idea) and support_messages (threaded inbound/outbound messages per ticket with direction, sender, body, resolution_idea).
- [Support Ticket Agent](https://www.orbitype.com/snippets/54ced14b-530b-4baa-805f-52f1fad5c155/support-ticket-agent): Silent support ticket agent for MS365 inboxes. Reads unread emails, creates or updates tickets with threading, suggests AI resolutions, and can send replies. Idempotent — never processes the same email twice. 7 tools: get_support_emails, get_attachment_text, find_ticket, create_ticket, add_message, update_status, reply_to_customer.
- [CRM Co-Pilot — Background Sync Workflow](https://www.orbitype.com/snippets/61907f8d-695f-4948-87fc-25b2f7143916/crm-co-pilot-background-sync-workflow): Cron workflow that runs every 15 minutes on weekdays and calls the CRM Co-Pilot agent via agency.get('crm_copilot'). Keeps the CRM updated automatically without any manual intervention. Enable the workflow to activate background sync.
- [CRM Co-Pilot Dashboard](https://www.orbitype.com/snippets/43a8293a-9e7c-4da1-b2fa-4db93e2c92b8/crm-co-pilot-dashboard): Interactive artifact that visualizes crm_contacts and crm_notes. Shows contacts with avatar, status badge, note count and last contact time. Click any contact to expand their notes with sentiment, summary and next-action suggestion. Live data via server action — click Refresh to reload.
- [CRM Database Schema](https://www.orbitype.com/snippets/80204007-08a5-4968-8f6b-4d545bbe9a92/crm-database-schema): PostgreSQL schema for the CRM Co-Pilot. Creates 3 tables: crm_contacts (one row per person), crm_notes (timestamped notes with sentiment and next-action, linked to a contact), and crm_processed_emails (idempotency — tracks which email IDs have already been processed so the agent never processes the same email twice).
- [CRM Co-Pilot Agent](https://www.orbitype.com/snippets/eabd59df-4f13-4056-a8d6-40a0a340ae97/crm-co-pilot-agent): Silent CRM co-pilot for SDRs. Reads unread emails from Microsoft 365, identifies senders, creates or updates contacts in the CRM, and attaches structured notes with sentiment and next-action suggestions — fully automatically. Supports PDF, DOCX, and image attachments. Idempotent: never processes the same email twice.
- [Email Attachment OCR Workflow](https://www.orbitype.com/snippets/23b58785-c0f8-4652-aa06-638db19c8555/email-attachment-ocr-workflow): 3-node workflow that reads emails from Microsoft 365, fetches file attachments, and extracts text via unpdf (PDF) or OCR (images). Useful as a standalone pipeline or as a reference for the Order Management Agent.
- [Orders Table Schema](https://www.orbitype.com/snippets/1f24b5b2-195c-4656-bf52-161fd466fa33/orders-table-schema): PostgreSQL schema for the orders table. Stores structured order data extracted from emails — customer, dates, status, source email metadata, line items (JSON array), totals, and raw extracted text.
- [Order Management Agent](https://www.orbitype.com/snippets/c97bb4a0-d1d8-4df3-9a82-7af82a86e017/order-management-agent): AI agent that reads unstructured order emails from Microsoft 365, extracts attachments (PDF, DOCX, images via OCR), structures the order data with AI, and saves clean orders to a database table.
- [CRM Dashboard — Artifact (full)](https://www.orbitype.com/snippets/bdf75c44-770e-40bb-bf96-20c2cceff17a/crm-dashboard-artifact-full): Full Orbitype custom artifact snapshot for the CRM Dashboard. Includes Kanban pipeline, Contacts, Companies, Activities, and Analysis tabs with Chart.js charts. All server actions discover the SQL connector dynamically — no hardcoded connector IDs. Import with type=artifact_full.
- [CRM Dashboard — Seed Data (demo records)](https://www.orbitype.com/snippets/60a47690-63d2-4381-8ed7-2e91b6f5dd18/crm-dashboard-seed-data-demo-records): Inserts realistic demo data into the four crm_* tables: 6 companies, 10 contacts across buyer personas, 12 deals spread across all pipeline stages, and 15 activities. Run AFTER the schema snippet. Safe to run on an empty database; uses fixed IDs so re-running is idempotent (INSERT … ON CONFLICT DO NOTHING).
- [CRM Dashboard — Schema (crm_* tables)](https://www.orbitype.com/snippets/0a93ee24-dfa3-4d17-bd24-fe5ce2e46c9f/crm-dashboard-schema-crm-tables): Creates the four crm_* tables required by the CRM Dashboard artifact: crm_companies, crm_contacts, crm_deals, crm_activities. Safe to run multiple times (CREATE TABLE IF NOT EXISTS). Requires the uid() function (built into Orbitype-provisioned Postgres).
- [Todo Dashboard - Kanban](https://www.orbitype.com/snippets/503eb42b-ce6a-45f8-ad76-1319703237ec/todo-dashboard-kanban): Full Kanban + Burndown + Focus Timer artifact for a todos table. Drag-and-drop Kanban, analytics burndown, Pomodoro-style focus timer with time tracking. Connects to any SQL connector via Orbitype server actions.
- [✅ Orbitype Todos — DB Schema](https://www.orbitype.com/snippets/4d3c753b-a4dd-4573-b2b5-8073eecf1161/orbitype-todos-db-schema): Creates the `todos` table with all required columns: id, title, description, status, priority, assign, departement, complexity, deadline_at, time_tracked, tag_ids, meta, created_at, updated_at. Uses Orbitype orbi_enum JSON pattern for enum fields.
- [✅ Orbitype Todos — Seed Data](https://www.orbitype.com/snippets/13c03977-5fee-429f-89fd-f4d069684ea2/orbitype-todos-seed-data): Inserts 15 realistic demo todos across all statuses, priorities, departments and assignees. Uses generic demo names (Alice, Bob, Carol, Dave, Eve). Safe to run multiple times — uses unique IDs each time.
- [Deal Pipeline — Seed Data](https://www.orbitype.com/snippets/2542f991-e081-44b5-9da9-0b03280c3996/deal-pipeline-seed-data): Inserts 25 realistic demo deals across all 15 pipeline stages into the deals table. Run this after creating the schema to populate the board with sample data for testing and demos. Requires the deals table to exist (see companion SQL schema snippet).
- [Deal Pipeline — Kanban artifact](https://www.orbitype.com/snippets/172962ee-c474-42eb-8d3c-b66caa4086f6/deal-pipeline-kanban-artifact): Full Orbitype artifact snapshot for the Deal Pipeline Kanban board. Includes drag & drop, inline editing, weighted revenue forecast, and RevOps metrics. Requires the deals table (see companion SQL schema snippet).
- [Deal Pipeline — deals table schema](https://www.orbitype.com/snippets/31fc7aca-1841-4a70-8aa7-f8b89e2e88ac/deal-pipeline-deals-table-schema): PostgreSQL schema for the deals table used by the Deal Pipeline Kanban artifact. Run this in your workspace database before importing the artifact.
- [👀 | LinkedIn ICP Engagers](https://www.orbitype.com/snippets/ea5ca616-5c08-481f-868b-658b0167d01b/linkedin-icp-engagers): Full workflow: 👀 | LinkedIn ICP Engagers
- [👀 | LinkedIn Competitor Engagers ](https://www.orbitype.com/snippets/d02096c6-092a-44b7-8e3f-9b2d1e5520a8/linkedin-competitor-engagers): Full workflow: 👀 | LinkedIn Competitor Engagers 
- [My Email Agent](https://www.orbitype.com/snippets/5c8360dc-bbca-4e50-bb42-a0bf91f0aaf7/my-email-agent): Agent template: My Email Agent
- [Outlook / MS365 E-Mail Draft Agent](https://www.orbitype.com/snippets/a2dc0e2c-c26b-4263-8fb1-8f28b828cbcc/outlook-ms365-e-mail-draft-agent): Full workflow: MS365 E-Mail Draft Agent
- [Visual Posts Table Schema](https://www.orbitype.com/snippets/30ed6a77-9405-418e-8887-28ef71ca718b/visual-posts-table-schema): Creates the visual_posts table for managing LinkedIn visual post content. Includes status and template enums, image URLs, scheduling, and LinkedIn post tracking.
- [LinkedIn Publisher · Cron](https://www.orbitype.com/snippets/7a2a079f-e2ba-48e9-967e-e15b377c9f81/linkedin-publisher-cron): Full workflow: LinkedIn Publisher · Cron
- [LinkedIn Publisher · Trigger](https://www.orbitype.com/snippets/18404d56-596c-4cbd-b366-547096b880cb/linkedin-publisher-trigger): Full workflow: LinkedIn Publisher · Trigger
- [Visual Generator](https://www.orbitype.com/snippets/98186999-da1a-400d-9c93-c10118935ceb/visual-generator): Full workflow: Visual Generator
- [Content Pipeline](https://www.orbitype.com/snippets/cc15b136-9fd6-4500-81df-f044ea0c1cf1/content-pipeline): Artifact template: Content Pipeline
- [Documents App — SQL Schema](https://www.orbitype.com/snippets/3681b4c5-12ec-4888-93b1-a36685099741/documents-app-sql-schema): PostgreSQL schema for the Documents Note Taking App. Creates the `documents` and `document_tags` tables required by the artifact. Run this SQL in your Orbitype SQL editor before importing the artifact.
- [Documents — Note Taking App](https://www.orbitype.com/snippets/6588047e-7c3b-4603-b9fd-83adbfeb9ef8/documents-note-taking-app): A Notion-style minimal note-taking custom artifact backed by a PostgreSQL `documents` table. Supports rich text editing, status workflow, tag filtering, search, and auto-save. Requires the companion SQL schema snippet to set up the database tables.
- [Automated Search Console data analysis](https://www.orbitype.com/snippets/8c5d9d9f-7de7-44f6-b2d7-d1825fa14d77/automated-search-console-data-analysis): Complete Workflow (For copy and paste): 
Automated Search Console data analysis to assess current status and identify data-backed SEO opportunities and low-hanging fruit in a clean HTML report

Optional customization ideas: save to database so the blog agent knows about it, and send a weekly SEO status review to clients.
- [Publish Blog on LinkedIn](https://www.orbitype.com/snippets/37024286-cb91-406c-a49b-28e234994b09/publish-blog-on-linkedin): Publishing: LinkedIn Flow

Video: https://youtu.be/WPpBRdMioc0
- [Publish Blog on WordPress](https://www.orbitype.com/snippets/cbfaba8d-5ad4-412d-a645-095f18c563cd/publish-blog-on-wordpress): Publishing: WordPress Flow + Google My Business

Achtung im workflow ist eine nicht verbundene node, diese ausführen um die Ferfügbaren Google my Business accounts zu listen und die "locationId" heraus zu finden. danach kann die node entfernt werden.

Video: https://youtu.be/UTg7S-GSKPw
- [Creation: Blog Table + Blog Flow](https://www.orbitype.com/snippets/864a16c5-450e-4c7c-a7b1-260c7a7ab0f0/creation-blog-table-blog-flow): Save finished blog content and AI-generated image in Orbitype for review 

Video: https://youtu.be/RcMl6g452Yw

you can bring in some variance using this pattern in prompts:

```jsx
### 2.4 Interaktion / Handlung
${(() => {
  const opts = [
    "ruhiges Gespräch während einer Besichtigung",
    "Zeigen oder Erklären eines Raumes oder Details",
    "gemeinsames Stehen vor dem Gebäude",
    "Händeschütteln, subtil und nicht inszeniert",
    "Übergabe von Schlüsseln oder Dokumenten, dezent",
    "aufmerksames Zuhören oder Nachdenken"
  ];
  return opts[Math.floor(Math.random()*opts.length)];
})()}

${(() => {
  const r = Math.random();

  // Klassisch, sicher (30%)
  if (r < 0.30) return "Klassische Header-Komposition mit Motiv leicht versetzt, freier Raum für Text";

  // Rule of Thirds (20%)
  if (r < 0.50) return "Rule-of-Thirds-Komposition, Hauptmotiv auf einer Drittellinie";

  // Tiefe & Ebenen (15%)
  if (r < 0.65) return "Komposition mit Vordergrund, Mittelgrund und Hintergrund für räumliche Tiefe";

  // Framing (15%)
  if (r < 0.80) return "Subtiles Framing durch Türrahmen, Fenster oder Architektur";

  // Leading Lines (10%)
  if (r < 0.90) return "Leading Lines lenken den Blick zum Hauptmotiv";

  // Weite, ruhig (10%)
  return "Weite, luftige Komposition mit viel negativem Raum";
})()}

### 3.2 Kamera-Look
${(() => {
  const r = Math.random();
  if (r < 0.55) return "50mm Look für natürliche Perspektiven und Räume";
  return "85mm Look für ruhigere Kompression und Personenfokus";
})()}

```
- [Post Table](https://www.orbitype.com/snippets/affa823c-68e0-4447-b831-7b0d514a1aff/post-table): Here the Generated posts get saved.
- [Content idea Generation Agent](https://www.orbitype.com/snippets/840fe883-23a7-4f25-8fee-42df326845de/content-idea-generation-agent): This is the workflow wich saves content to the content_idea table

Video: https://youtu.be/0mrJRxHeA3o
- [content_idea Table](https://www.orbitype.com/snippets/5a9b9e21-a9d9-4b36-abae-a68f0d8262c2/contentidea-table): This is the table where content ideas get saved.
- [Knowledge database preparation](https://www.orbitype.com/snippets/b6c6c565-d005-42cd-840f-c6af3805c3c8/knowledge-database-preparation): This cron checks for entries in the database wich have no embeddings currently and then generates them so the knowledge gets acessible for the RAG.

Video: https://youtu.be/8DgFAEyVllo
- [Rag Workflow](https://www.orbitype.com/snippets/837f21b0-c1cc-4ba5-ac92-55f0cffafd89/rag-workflow): The RAG workflow (works together with the embeddings table)

Video: https://youtu.be/feaWZdYbrkM
- [Knowledge Database](https://www.orbitype.com/snippets/ecb691dd-6051-4cac-911d-5337737dac5a/knowledge-database): Embeddings Table to save content and its embeddings
- [Mic, Screen, Cam Test](https://www.orbitype.com/snippets/75945824-17e9-49f7-8b28-54189247e421/mic-screen-cam-test): ## Overview

Capture Studio is a browser-based recording tool that allows users to capture microphone audio, screen recordings, or webcam video directly from the frontend.

It is designed as a flexible foundation for building recording-based workflows inside Orbitype without depending on external tools or additional software.

## What It Does

This bundle provides three main recording modes:

### Microphone Mode

Record audio directly from the user’s microphone.

### Screen Mode

Capture screen activity with optional microphone input, optional system audio, and optional live camera preview.

### Camera Mode

Record webcam video with optional microphone audio.

Additional features include:

- real-time recording timer
- automatic output file generation
- instant preview after recording
- one-click download
- mixed audio support for microphone and system audio
- modern frontend interface built with Tailwind CSS and Petite Vue

## Use Cases

### Product Demos

Record feature walkthroughs, tutorials, and onboarding material directly in Orbitype.

### Internal Documentation

Capture processes, bugs, or explanations for team communication and documentation.

### Sales and Marketing Content

Create short demos, presentations, or voice-supported recordings for prospects and clients.

### Support and Feedback

Allow users or team members to record issues and feedback instead of writing long text descriptions.

### AI and Automation Workflows

Use recordings as input for transcription, summarization, analysis, or automated follow-up workflows in Orbitype.

## Benefits

- no external software required
- fast and simple recording directly in the browser
- multiple capture modes in one interface
- easy to extend for custom business workflows
- built on native browser APIs for efficient performance
- user-friendly and modern UI

## Customization with Orbitype Intelligence

This bundle can be fully customized and extended with Orbitype Intelligence.

You can adapt the recording flow, business logic, integrations, storage handling, and follow-up automations to match your exact requirements without starting from scratch.

Possible extensions include:

- automatic upload to Orbitype storage
- AI transcription of recordings
- automated summaries
- linking recordings to CRM or project data
- triggering workflows after capture
- storing media inside Orbitype databases or CMS structures

## How It Fits into Orbitype

Capture Studio can serve as a frontend entry point for media-based workflows inside Orbitype.

It can be combined with:

- Agents for transcription, analysis, and summarization
- Workflows for automated actions after recording
- Databases for structured storage
- CMS modules for media management
- APIs and integrations for external systems

## Summary

Capture Studio is a clean and extensible frontend bundle for recording audio, screen content, and webcam video directly in the browser.

Inside Orbitype, it becomes a strong foundation for building media capture, documentation, support, content creation, and AI-powered automation workflows.
- [Speech Recorder](https://www.orbitype.com/snippets/d03c557a-70a3-4d61-aef8-b0ec0e06a384/speech-recorder): ## Overview

Speech Recorder is a browser-based live speech-to-text tool that captures spoken input and converts it into text in real time using the Web Speech API.

It is built as a simple frontend bundle for Orbitype and provides a practical foundation for voice-based input, transcription workflows, and AI-supported text capture directly in the browser.

## What It Does

This bundle allows users to speak into their microphone and see their transcript appear live on screen.

Core capabilities include:

### Live Speech Recognition

Capture spoken language and convert it into text in real time.

### Continuous Listening

Keep recording speech continuously until the user stops the session.

### Interim and Final Transcription

Display temporary recognition results while speaking and automatically turn them into final text once confirmed by the browser.

### Session Metrics

Track word count, character count, and session duration during recording.

### Transcript Management

Clear the transcript at any time and copy the final text directly to the clipboard.

### Permission and Error Handling

Guide the user through microphone permission issues, unsupported browsers, HTTPS requirements, and common speech recognition errors.

## Use Cases

### Voice Notes

Capture spoken ideas, thoughts, or instructions without typing.

### Meeting Summaries

Use live transcription as a base for summaries, action items, or follow-up workflows.

### Content Drafting

Speak rough drafts for emails, blog posts, notes, or documentation and refine them later in Orbitype.

### Support and Operations

Allow team members to log spoken updates, reports, or issue descriptions quickly.

### AI Input Workflows

Use live transcripts as input for summarization, classification, analysis, or downstream agent workflows inside Orbitype.

## Benefits

- fast voice-to-text input directly in the browser
- no external software required
- simple and focused user experience
- real-time transcript feedback while speaking
- useful session metrics for tracking output
- easy to integrate into larger Orbitype workflows
- strong base for AI-powered voice automation

## Customization with Orbitype Intelligence

This bundle can be fully customized and extended with Orbitype Intelligence.

You can adapt the speech recognition flow, text handling, storage, language settings, transcript processing, and follow-up automation to match your exact use case without starting from scratch.

Possible extensions include:

- automatic saving of transcripts into Orbitype databases
- AI summaries of spoken content
- classification of transcripts by topic or priority
- creation of tasks from spoken instructions
- linking transcripts to CRM, project, or support records
- multilingual speech workflows
- post-processing with agents for cleanup and formatting

## How It Fits into Orbitype

Speech Recorder can serve as a frontend entry point for voice-driven workflows inside Orbitype.

It can be combined with:

- Agents for summarization, cleanup, classification, and analysis
- Workflows for automated actions after transcription
- Databases for structured transcript storage
- CMS modules for content drafting and publishing
- APIs and integrations for forwarding transcripts into external systems

## Summary

Speech Recorder is a clean and practical frontend bundle for capturing live speech and turning it into text in real time.

Inside Orbitype, it becomes a strong base for voice input, transcript capture, documentation, AI processing, and automation workflows built around spoken language.
- [Lead Capture Form](https://www.orbitype.com/snippets/72d0c0fc-5acd-4733-95d0-e0f2b4b9107a/lead-capture-form): Artifact template: Lead Capture Form
- [Lead Capture Form](https://www.orbitype.com/snippets/7d0802a7-384e-4599-8c0d-6d933067afc1/lead-capture-form): Artifact template: Lead Capture Form
- [Petite-Vue CDN Example](https://www.orbitype.com/snippets/4c8b6931-52bc-4935-98fb-163abec11f94/petite-vue-cdn-example): Artifact template: Petite-Vue CDN Example
- [Interactive Sales Pitch Deck](https://www.orbitype.com/snippets/8bd38d69-599a-433f-9405-53b398d1bced/interactive-sales-pitch-deck): Artifact template: Interactive Sales Pitch Deck
- [Gated Lead Magnet](https://www.orbitype.com/snippets/7a33157b-9ec5-443e-83b5-9f99444718ff/gated-lead-magnet): Artifact template: Gated Lead Magnet
- [Professional Survey](https://www.orbitype.com/snippets/046b8ef0-9330-4c6b-9f76-7cd1b2ee8386/professional-survey): Artifact template: Professional Survey
- [Campaign Planner](https://www.orbitype.com/snippets/f417c576-75a1-4de3-87e6-2d84285442f8/campaign-planner): Artifact template: Campaign Planner
- [Interactive cost calculator](https://www.orbitype.com/snippets/b52d3491-ec16-4692-95c5-2351b3211f0a/interactive-cost-calculator): Artifact template: Interactive cost calculator
- [Snake Game](https://www.orbitype.com/snippets/eb35b8d1-6a32-4ab4-a199-57a0bfa41ccc/snake-game): Artifact template: Snake Game
- [Interactive Type Form](https://www.orbitype.com/snippets/aeb3a51e-1105-401c-b788-c4d25b19e454/interactive-type-form): Artifact template: Interactive Type Form
- [Small Landingpage](https://www.orbitype.com/snippets/3f8887de-5b9d-4f72-9b01-00dfe6b967c7/small-landingpage): Artifact template: Small Landingpage
- [Example Dashboard](https://www.orbitype.com/snippets/a851521e-1a2d-4a22-b88b-897ff6e4ecb0/example-dashboard): Artifact template: Example Dashboard
- [ E-Mail Draft Agent](https://www.orbitype.com/snippets/d1cedc8c-a24e-465c-af23-cabec85b1685/e-mail-draft-agent): AI Email Draft Agent

Automatically monitor your inbox and prepare high quality reply drafts for unread emails.

This workflow connects to your email inbox via IMAP, reviews new incoming messages, and decides whether a reply is needed. If a response makes sense, it creates a ready to review draft in your Drafts folder using your defined tone, rules, and business context.

## What it does

- Checks unread emails automatically during working hours
- Detects whether a reply is actually needed
- Skips newsletters, spam, auto replies, and system emails
- Writes draft replies in your company tone
- Saves drafts directly into the mailbox draft folder
- Prevents duplicate draft creation for the same email
- Works across multiple inboxes or team members

## Best use cases

- Sales inboxes
- Support inboxes
- Founder or CEO inbox assistance
- Shared team mailboxes
- High volume inboxes that need triage and draft preparation

## Result

Your team spends less time writing repetitive replies and more time reviewing, deciding, and sending high quality responses.
- [Agent: LinkedIn Post Writer](https://www.orbitype.com/snippets/39169f80-f086-4c40-88e2-e32d0cc34111/agent-linkedin-post-writer): This is the agent used by the first workflow to generate the actual comments, one by one.

The current version does not use any special tools and relies only on the system prompt and the LLM's built-in knowledge to write the comments.

You can always extend it with your own tools, for example to enable knowledge base access and allow the agent to retrieve RAG context, which could also be handled by another Orbitype workflow connected to your database.

You can also provide tools such as browser access to further improve the agent's capabilities and, as a result, the quality of the generated comments.

The agent's tone and voice should be defined in the system prompt.

Additional knowledge should be provided through a RAG workflow that is called via webhook.
- [2) LinkedIn Comment Poster](https://www.orbitype.com/snippets/fdee8eb5-5962-4af6-a678-fbeee8c16190/2-linkedin-comment-poster): This is the second workflow, which is triggered when the status field in the table is changed to `approved` and the row is saved.

It reads the content of the comment and uses the original post ID to publish the comment on LinkedIn. If everything is successful, it then sends a confirmation email.

After that, it updates the status to `posted`.

## Technical note

Because saving the status triggers the row update trigger again, an atomic lock is required to prevent the workflow from firing twice and posting two comments in a row.

This approach was chosen to avoid more complex table structures, but feel free to adjust it if needed.
- [1) LinkedIn Comment Engagement](https://www.orbitype.com/snippets/e63f632f-a9bb-46fd-b916-eee36bdbfb74/1-linkedin-comment-engagement): This workflow fetches posts from LinkedIn by searching for keywords or by username. It is especially useful if you have some LinkedIn thought leaders you want to engage with regularly.

It scans and retrieves 30 or more posts. It then checks the database to see whether you have already commented on any of them and filters those out.

After that, it ranks the remaining posts by quality to identify the ones that best match your ICP. It then generates comments by calling the agent in a separate snippet, which creates one comment for each of the top five ranked commenting opportunities.

These comments are then inserted into the database with the status `pending`.

Finally, the workflow sends you your daily notification email with all the information you need to post your comments with one click. The actual posting is handled by the second workflow.
- [Table for surfaced comment opportunities](https://www.orbitype.com/snippets/fd32ee88-9e55-42f0-becc-e39b99166bfd/table-for-surfaced-comment-opportunities): This table stores all information about comments that have already been drafted, approved, or published, along with their corresponding posts.
It ensures that you never comment twice on the same post.
It also serves as the place where you can review and approve comments before the automation publishes them on your behalf.