AI Website Request Studio
A request-and-delivery platform where small businesses ask for a website, AI turns messy notes into a clear brief, and a developer or admin reviews, builds, approves, and delivers the final site.
Problem
Many small businesses know they need a better website, but they do not know how to explain what they want. They may say things like "I need something modern" or "I want a website like this competitor," but they often have no sitemap, no copy, no brand direction, and no technical understanding. For developers and freelancers, this creates a lot of unpaid clarification work before the project even starts. They need to ask about pages, goals, style, content, domain, hosting, contact forms, booking tools, SEO, and maintenance. The result is slow sales, unclear scope, and projects that can become messy after payment.
Target Customer
The first customers are local businesses, solo founders, creators, freelancers, restaurants, clinics, coaches, real estate agents, salons, repair services, and small shops that need a professional website but do not want to manage a complicated design process. A second customer group is freelancers and small agencies. They already build websites, but they want a faster intake process, better briefs, repeatable packages, AI-generated copy, and an admin approval workflow before sending drafts to clients.
Public Teaser
Start as a human-assisted AI website agency. Customers submit a request, the platform structures their answers, and the admin uses AI to create a brief, sitemap, content draft, and implementation plan. The early version does not need to fully automate website generation. The business can earn money immediately by helping real customers, while every request teaches the system which questions to ask and which website patterns repeat. Later, the platform can become more automated: AI interviews the customer, generates the first draft, sends it to admin for approval, and then delivers a preview link to the customer.
Full Description
AI Website Request Studio is a productized website-building workflow. The customer starts with a simple request form or chat: business type, goal, pages needed, style references, existing logo, content, deadline, and budget. Instead of sending that raw information directly to a developer, the platform converts it into a structured project brief. The admin dashboard shows each request as a project. The admin can review the AI-generated brief, ask follow-up questions, choose a package, generate website copy, prepare a sitemap, and create a build checklist. In the first MVP, a human developer still builds the website with AI coding tools. This keeps quality high and avoids promising full automation too early. As the product matures, the platform can add an AI interview flow. The AI asks the customer smart follow-up questions, detects missing information, recommends pages, writes first-draft copy, suggests colors and layout direction, and creates a technical implementation plan. Later, the system can generate a website draft automatically and send it to the admin for review. Only after admin approval does the customer receive the preview link.
MVP Features
1. Public landing page explaining fast AI-assisted website packages. 2. Customer request form with business info, website goal, desired pages, style references, files/assets, timeline, and budget. 3. Customer project status page: request received, clarification needed, in progress, ready for review, delivered. 4. Admin dashboard to view requests, filter by status, and open project details. 5. AI-generated project brief from the request answers. 6. AI-generated sitemap and recommended page list. 7. AI-generated first-draft website copy for each page. 8. Admin notes and internal checklist for the developer. 9. Field for preview URL and delivery URL. 10. Simple approval flow: admin approves before sending preview to customer. 11. Package fields such as landing page, 5-page business site, or monthly maintenance. 12. Email or dashboard notifications can come later; manual messaging is enough for the first version.
Monetization
Start with service revenue, because the product can make money before full automation exists. Offer fixed-price packages such as: - Landing page: fast one-page website for a clear offer. - Business website: home, about, services, contact, FAQ. - Creator website: portfolio, services, links, newsletter signup. - Maintenance plan: monthly edits, hosting support, SEO improvements, and small content updates. Later monetization can expand into SaaS. Freelancers and agencies could pay monthly to use the intake, AI brief, AI copy, project dashboard, and approval workflow under their own brand. Another path is charging per generated website draft or taking a platform fee from completed projects. The best early pricing strategy is simple packages with clear scope, because unclear custom pricing slows down sales and creates too much negotiation.
Validation Plan
Validate this manually before building heavy automation. The goal is to prove that people will pay for the outcome, not just that the AI workflow is interesting. Step 1: Create a simple landing page offering AI-assisted websites with 2-3 clear packages. Step 2: Contact 30-50 local businesses or creators with weak websites and offer a fast redesign package. Step 3: Use a form to collect website requests and manually turn them into briefs with AI. Step 4: Build 5-10 websites with a human-in-the-loop process. Track every repeated question, repeated page type, repeated objection, and repeated delivery step. Step 5: Measure conversion rate, average project value, delivery time, number of revisions, and customer satisfaction. Step 6: Only automate the steps that repeat across multiple real customers. A strong validation signal is when customers are willing to pay before the platform is fully automated. Another strong signal is when freelancers ask to use the tool for their own clients.
AI Build Plan
AI should first support the admin and developer, not fully replace them. The practical AI layers are: 1. Request summarizer: turns raw customer answers into a clean project summary. 2. Missing-question detector: identifies missing details like pages, brand assets, contact method, booking needs, or examples. 3. AI interviewer: asks follow-up questions in plain language. 4. Sitemap generator: recommends pages and sections based on business type and goal. 5. Copy generator: writes page headlines, service descriptions, FAQs, and calls to action. 6. Design direction generator: suggests tone, layout style, color direction, and reference patterns. 7. Developer prompt generator: creates implementation prompts for tools like Cursor, Codex, or other AI coding assistants. 8. Website draft generator: later, generate a first version automatically from templates/components. 9. Admin review assistant: produces a checklist of things the admin should verify before sending to the customer. The key principle: AI prepares and drafts; admin approves. This keeps trust high and avoids sending low-quality output directly to paying customers.
Tech Stack
MVP stack can stay simple: - Next.js App Router for the web app. - Clerk for customer/admin authentication. - Prisma and PostgreSQL for requests, projects, statuses, generated briefs, and unlockable templates. - Tailwind CSS for fast UI. - An AI API for brief generation, copy generation, question generation, and implementation plans. - File upload storage for logos, images, brand files, and reference screenshots. - A preview URL field at first; automated deployment can come later. Important database entities could include Customer, WebsiteRequest, Project, ProjectMessage, GeneratedBrief, Package, AdminNote, and DeliveryLink. Do not start with a complex website builder. Begin with request intake, AI brief generation, admin workflow, and manual website delivery. That is enough to validate demand.
Launch Plan
Launch as a service first, then convert repeated work into software. Week 1: Build a landing page with three packages and a request form. Prepare example before/after website mockups. Week 2: Reach out to local businesses, creators, and freelancers. Offer a limited beta price in exchange for feedback and permission to use the result as a case study. Week 3-4: Deliver the first 3-5 websites manually using AI to speed up briefs, copy, and coding. Document every repeated step. Week 5: Add the admin dashboard and AI brief generator based on the real workflow. Week 6: Add customer status tracking and a cleaner approval flow. After 10+ paid projects: decide whether the bigger opportunity is a productized agency, a SaaS tool for freelancers, or an automated website-generation platform. The launch message should be outcome-focused: "Get a professional website built faster with AI, reviewed by a real human before delivery."
Initial Build Prompt
You are a senior full-stack product engineer and product designer. Build an MVP for a startup called AI Website Request Studio. Product concept: A platform where customers submit website requests, AI turns their messy answers into a clear project brief, and an admin/developer reviews, builds, approves, and delivers a website preview. The MVP should be human-assisted first, not fully automated. Target users: - Small businesses, creators, local shops, freelancers, coaches, restaurants, clinics, real estate agents, and solo founders who need a website. - Admin/developer users who review requests and deliver websites. Core MVP requirements: 1. Public landing page that explains the service and shows website package options. 2. Customer request form with fields for business name, industry, website goal, pages needed, style references, existing website, brand assets, timeline, budget, contact email, and extra notes. 3. Save each request as a project with a status: new, needs_clarification, in_progress, ready_for_review, delivered. 4. Admin dashboard to list requests, filter by status, and open request details. 5. Admin project detail page showing all customer answers. 6. AI-generated project brief section with problem summary, target audience, recommended pages, content needs, design direction, and open questions. 7. Admin can edit the generated brief manually. 8. Admin can add internal notes, preview URL, final delivery URL, and change project status. 9. Customer-facing status page where the customer can see request status and delivery/preview links. 10. Keep the UI clean, professional, and focused on service delivery. Technical direction: - Use Next.js App Router, TypeScript, Tailwind, Prisma, and PostgreSQL. - Use server components by default. - Use client components only for forms and interactive controls. - Create a practical Prisma schema for website requests/projects/admin notes/generated briefs. - Include clear validation and server-side authorization for admin routes. - Do not overbuild automation. The first version should let a human admin approve everything. AI behavior: Create a server-side function placeholder called generateWebsiteBrief(request) that can later call an AI model. For now, it can return a structured generated brief based on request fields. Keep it easy to replace with a real AI API call later. Deliverables: - Database schema changes. - Public landing page. - Request submission flow. - Admin project dashboard. - Project detail/edit flow. - Customer status page. - Seed/demo data if useful. - A short README section explaining how the MVP works and what to automate next. Build this as a real usable MVP, not a marketing mockup.
Iteration Prompts
1. Improve the request form Review the customer request form for AI Website Request Studio. Add the missing questions needed to create a precise website brief, but keep the form simple enough that a non-technical customer can finish it in under 10 minutes. Group fields clearly and improve validation. 2. Add AI interview flow Add an AI interview step after the first request form. The AI should ask follow-up questions based on missing or unclear information, then update the project brief. Keep admin approval required before anything is sent to the customer. 3. Improve admin dashboard Improve the admin dashboard so it is useful for managing real client website projects. Add status filters, search, priority indicators, last updated time, package type, and quick actions for changing project status. 4. Generate better website briefs Improve the AI-generated brief format. It should include business summary, website goals, target audience, sitemap, page-by-page content plan, design direction, required assets, open questions, technical needs, and delivery checklist. 5. Add package pricing Add website packages such as Landing Page, Business Website, Creator Portfolio, and Monthly Maintenance. Show these on the public page and let customers choose one during request submission. 6. Add preview delivery workflow Add fields and UI for preview URL, revision notes, admin approval, customer feedback, final delivery URL, and delivered date. Make the workflow clear for both admin and customer. 7. Add customer revision requests Allow customers to submit revision requests after seeing a preview. Admin should see revision requests in the project detail page and mark them as resolved. 8. Create reusable templates Create reusable website templates or project templates for common business types: restaurant, coach, local service, clinic, creator, SaaS landing page, and portfolio. Let admin choose a template when preparing a build. 9. Add AI copy generation Add a feature that generates page copy for each page in the sitemap. Admin should be able to edit copy before using it in the final website. 10. Add deployment planning Add a deployment checklist that covers domain, hosting, analytics, contact form delivery, SEO basics, privacy/legal pages, and final customer handoff. 11. Improve UX and trust Review the entire app from the perspective of a small business owner. Improve language, empty states, onboarding, status labels, and trust signals so the product feels simple and reliable. 12. Prepare for SaaS version Refactor the product so freelancers/agencies can use it for their own clients. Add organization/workspace concepts only if needed, white-label fields, and agency-facing project management improvements.