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AI Commercial Proposal Generator: a web application with cost calculation and PDF export
8 text documents .md with code, diagrams and instructions; the application is deployed from the provided code (React + FastAPI/Express + SQLite)

AI Commercial Proposal Generator: a web application with cost calculation and PDF export

Version 1.0.0 Updated: 2026-09-13 Quality: 78/100

Web tool for micro-agencies: enter client data — get a personalized proposal with cost estimates, timelines, and case studies. Saves history, exports to PDF, integrates with CRM.

📁 What is inside (ZIP, 9 files)
  • 01_overview_and_setup.md
  • 02_client_data_input_module.md
  • 03_llm_prompt_engine.md
  • 04_proposal_templates_library.md
  • 05_pricing_and_timeline_calculator.md
  • 06_pdf_export_and_history.md
  • 07_web_interface_and_deployment.md
  • 08_integration_and_extension_guide.md
  • README.md

Problem

Micro-agencies spend 2–4 hours preparing a single commercial proposal: manually gathering client data, searching for relevant case studies, calculating costs in Excel, and formatting the document. Templates aren't personalized, history gets lost, and there are no CRM integrations.

Solution

The application automates the entire cycle: a form with validation collects client data and saves it to SQLite, the LLM core generates text from templates with variable substitution, the calculator computes cost and timelines using formulas, and the export module produces a branded PDF. History is stored in the database, with search and re-export available. Webhooks and CSV import make it possible to connect a CRM and automate launches via n8n/Make.

More details

AI Commercial Proposal Generator is a deployment-ready web application that turns client data input into a structured commercial proposal in minutes. You fill out a form: niche, pain points, budget, timelines, contacts — the system inserts them into proven templates, calls an LLM (OpenAI, Anthropic, or a local model), and generates a ready document with an introduction, pain point analysis, solution, case studies, cost calculation, and timelines. The application solves the main problem of micro-agencies: manually drafting proposals takes hours, and Google Docs templates don't account for client specifics. Here you get personalization at the level of meaning — the LLM adapts the text to the niche and pain points, while the calculator automatically computes cost using formulas with complexity coefficients, discounts, and taxes. All client data is stored in SQLite, and the generation history is available for search and re-export. Included is a library of templates for marketing, development, and consulting with customization rules for budget and pain points. PDF export is customizable to your brand: logo, colors, fonts. The web interface on React + FastAPI (or Express) includes input pages, proposal viewing/editing, and history. Deployment via Docker or Vercel — with instructions on environment variables and basic authentication. For integrations, webhooks, CSV import, and ready-made examples for connecting to HubSpot and Bitrix24 are provided, along with sending notifications to Telegram and automation via n8n/Make. All documentation consists of 8 detailed .md files with code, diagrams, and examples. This is not a prompt pack, but a working system that you can launch today and use in your agency's daily work.

Features

  • Client data input and validation form (niche, pain points, budget, timeline, contacts) with saving to SQLite or JSON
  • LLM core with prompt templates for OpenAI, Anthropic, and local models, temperature and token management
  • Base of proposal templates for marketing, development, and consulting with customization rules for budget and pain points
  • Cost and timeline calculator: complexity coefficients, discounts, taxes, stage table
  • PDF export with logo, colors, and fonts customization (PDFKit / WeasyPrint)
  • Generation history with search and re-download of PDF
  • Web interface on React + FastAPI/Express: input, proposal editing, and history pages
  • Integrations: webhooks, CSV import, examples for HubSpot, Bitrix24, Telegram, n8n/Make
  • Docker deployment and deployment guide for Vercel/Heroku with security configuration

What you get

  • 01_overview_and_setup.md — general description, architecture, requirements, installation and launch
  • 02_client_data_input_module.md — client data collection and validation module, API endpoints, CRM integration
  • 03_llm_prompt_engine.md — generation core, prompt templates, context and API error management
  • 04_proposal_templates_library.md — library of proposal templates by niche and customization rules
  • 05_pricing_and_timeline_calculator.md — cost and timeline calculation module with formulas and coefficients
  • 06_pdf_export_and_history.md — PDF export, branding setup, history and download API
  • 07_web_interface_and_deployment.md — web interface, pages, deployment via Docker/Vercel/Heroku, security
  • 08_integration_and_extension_guide.md — integrations with HubSpot, Bitrix24, Telegram, n8n/Make, FAQ

Installation guide

1. Install Node.js 18+ and Python 3.10+ (or use Docker). 2. Clone the project structure according to 01_overview_and_setup.md. 3. Install dependencies: npm install for the frontend, pip install -r requirements.txt for the backend. 4. Create a .env with API keys (OpenAI/Anthropic) and database settings. 5. Start the backend (uvicorn main:app) and the frontend (npm run dev). 6. Open the web interface, fill out the client form, and generate your first proposal. 7. Set up PDF export and branding according to the instructions in 06_pdf_export_and_history.md. 8. For CRM integrations and automation, follow 08_integration_and_extension_guide.md.

Requirements

Node.js 18+, Python 3.10+, SQLite (built-in), OpenAI or Anthropic API key (or a local LLM), Docker (optional for deployment), HubSpot/Bitrix24/Telegram accounts for integrations (optional)

Options and pricing

Choose the level that suits you:

  • Basic — $17 · The main set of product files.
  • Standard — $29 · Full set + implementation guide.
  • Extended — $46 · Everything from Standard + extended materials and updates.

Frequently asked questions

What is included?

Web tool for micro-agencies: enter client data — get a personalized proposal with cost estimates, timelines, and case studies. Saves history, exports to PDF, integrates with CRM.

In what format will I receive the files?

After payment you get a secure link and a ZIP archive with all materials. The link is shown on the order page and available via the Telegram bot.

How long is the download link valid?

The link is active for 24 hours, up to 5 downloads.

Do I need special skills?

The product is designed for entrepreneurs and specialists. A step-by-step guide is included; no programming skills required.

Can I get a refund?

For refunds, contact support: [email protected].

See also