# Use ChatGPT Work + PrePilot for Marketing | Setup & Prompt Library > **AI Agent Explorer Page**: This is a machine-readable document counterpart of `/chatgpt-marketing` designed for autonomous AI agents, crawlers, and LLM sessions. --- ## 1. Summary and Positioning PrePilot Agency Suite integrates with ChatGPT Work to turn OpenAI's newest models (GPT-5.6 preview: Sol, Terra, Luna) into a coordinated marketing superteam. - **ChatGPT Work** is powered by GPT-5.6 and supports plugins on eligible plans. - **Plugins** can be installed from Work on web or desktop and invoked with `@`. - **Regular Chat** currently uses GPT-5.5 models; GPT-5.6 is in preview. - **Custom MCP apps** require eligible workspace permissions and Developer Mode. Primary conversion action: **Connect PrePilot** (sign in at `https://app.prepilot-system-agency.space/users/login`). Secondary action: **Copy a prompt and start working**. --- ## 2. Page Content & Copy ### Hero - Eyebrow: ChatGPT Work × PrePilot - Headline: Turn ChatGPT's new models into your marketing superteam. - Supporting copy: Sol brings the depth. Terra keeps everyday work moving. Luna handles speed and volume. PrePilot gives each model the agency workflows, quality checks, and delivery standards needed to turn a brief into marketing work you can actually use. - Trust line: GPT-5.6 ready · 526 marketing workflows · OAuth 2.1 + PKCE · No local installation - Hero visual: `Your brief → GPT-5.6 + PrePilot workflow → Decision-ready deliverable` ### Why PrePilot - Heading: The model is smarter. The workflow still matters. - Body: A frontier model can research, reason, create, and use tools. It still needs to know which marketing process to follow, what inputs matter, what good work looks like, and how the result should be checked. PrePilot supplies that operating layer. - Core value propositions: - **526 structured workflows**: Strategy, paid media, SEO, content, CRO, creative, sales, research, and reporting. - **Automatic workflow routing**: Describe the outcome and PrePilot identifies the most relevant marketing workflow. - **Built-in quality gates**: Inputs, evidence, structure, and completion criteria are checked before delivery. - **Usable outputs**: Plans, reports, briefs, matrices, calendars, and recommendations designed for real work. ### Model Selection - **Sol — Think deeply**: Best for market research, strategy, ambiguous briefs, audits, and high-stakes recommendations. Recommended setting: High reasoning. - **Terra — Run the operation**: Best for reports, content systems, campaign management, revisions, and recurring marketing work. Recommended setting: Medium reasoning. - **Luna — Move at volume**: Best for ad variants, repurposing, formatting, categorization, and clear repeatable tasks. Recommended setting: Light reasoning. - Decision strip: - Strategy or research? Choose Sol. - Recurring marketing work? Choose Terra. - Clear, high-volume production? Choose Luna. - Fallback note: Using regular Chat rather than ChatGPT Work? Use GPT-5.5 Thinking and select the PrePilot app when your workspace exposes it. ### Installation Instructions #### Connection Path A — Install the PrePilot Plugin 1. Open **Work** in ChatGPT on the web or desktop app. 2. Open **Plugins** and search for `PrePilot Agency Suite`. 3. Open the plugin and select the plus button to install it. 4. Connect your PrePilot account when prompted and complete OAuth authorization. 5. Start a new Work task and type `@PrePilot Agency Suite`, or ask ChatGPT to use the installed PrePilot plugin. #### Connection Path B — Add PrePilot as a Custom MCP App 1. Enable Developer Mode or ask the workspace administrator to grant the required access. 2. Open **Settings or Workspace Settings → Apps → Create**. 3. Enter the following connector values: - Name: `PrePilot Agency Suite` - Description: `PrePilot agency workflows inside ChatGPT` - Connection: `Server URL` - Server URL: `https://prepilot-system-agency.space/mcp` - Authentication: `OAuth` 4. Select **Scan Tools** and complete the PrePilot sign-in and consent flow. 5. Select **Create**, then enable the app. 6. Start a new task and select PrePilot from Apps before sending the prompt. *Immediate Fallback*: Don't have Work or Custom MCP access yet? Open the PrePilot GPT at `https://chatgpt.com/g/g-6a27477d642c8191b1ad31dc4fccf302-prepilot-agency-suite`. --- ## 3. Connection Verification Verification prompt: ```text Use PrePilot Agency Suite to show me the marketing workflows available for planning, research, creative production, reporting, SEO, and conversion optimization. ``` Expected Success State: - ChatGPT identifies PrePilot as the source. - Available workflows or categories are returned. - The response does not silently provide a generic marketing answer. --- ## 4. Ready-to-Run Prompt Library Every prompt copied must include the following connector clause: ```text Use the PrePilot Agency Suite plugin or connector for this task. Identify and run the PrePilot workflow or workflows that best match the goal before composing the final deliverable. Use connected files and current web research when the task requires them. If PrePilot cannot be called, stop and tell me how to enable it instead of silently replacing it with a generic answer. Separate verified facts, inferences, and assumptions. Ask only questions whose answers would materially change the result; otherwise state reasonable assumptions and proceed. ``` ### Prompt 1: Build a Complete Marketing Strategy - Recommended: **Sol · High reasoning** - Prompt content: See the source or `/chatgpt-marketing.txt` for the full strategy brief structure. ### Prompt 2: Produce Market and Competitor Research - Recommended: **Sol · High reasoning** - Prompt content: Gathers demand signals, builds a competitor matrix, maps message saturation, and reveals market white-space opportunities. ### Prompt 3: Turn Marketing Data into an Executive Report - Recommended: **Terra · Medium**, or **Sol · High** for incomplete data - Prompt content: Analyzes campaign data, outlines budget efficiencies, identifies outliers/failures, and outlines optimization plans. ### Prompt 4: Design a Paid Media Plan - Recommended: **Sol · High reasoning** - Prompt content: Builds a platform and budget allocation blueprint with campaign structures, exclusions, and optimization rules. ### Prompt 5: Create a Campaign Creative System - Recommended: **Terra · Medium**; use **Luna · Light** for bulk variants - Prompt content: Generates audience x awareness matrices, hooks, visual treatments, and platform-specific format storyboards. ### Prompt 6: Build a Content and SEO Operating System - Recommended: **Terra · Medium reasoning** - Prompt content: Designs topic clusters, search intent mapping, weekly editorial calendars, and brief guidelines for high-priority keywords. ### Prompt 7: Audit a Landing Page or Funnel - Recommended: **Sol · High reasoning** - Prompt content: Evaluates message match, value clarity, forms, desktop/mobile friction, and crafts an A/B testing backlog. ### Prompt 8: Run a Weekly Marketing Operating Review - Recommended: **Terra · Medium reasoning** - Prompt content: Synthesizes active campaigns, notes performance anomalies, lists priority tasks, and formats updates for stakeholders. --- ## 5. Frequently Asked Questions (FAQ) Refer to `/chatgpt-marketing.html` for answers to core FAQ questions: - Is GPT-5.6 available in every ChatGPT chat? - Which model should marketers use? - Do I need Developer Mode? - Can I install or use the plugin on mobile? - What is the difference between the PrePilot GPT, plugin, and Custom MCP app? - Do I need to know the name of a PrePilot skill? - What data is shared with PrePilot? - How are PrePilot credits consumed? - What should I do if the plugin is not visible? - Can I use the same prompts with GPT-5.5?