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Sales Proposal Generator: AI Agent for Proposals in Google Docs

Describe the deal in plain words and the agent builds a structured proposal, then saves it to Google Docs. Send the link to your client right away.

Sales Proposal Generator: AI Agent for Proposals in Google Docs
Created by:
Author
Roman
Last update:
9 July 2026
Categories
Sales
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New users get a discount on 6- or 12-month plans. The referral program adds bonus credits for every colleague you invite. Prices as of 06/12/2026 — check current rates at ascn.ai/pricing. Use template · Ask a question

Overview

Your rep closes the conversation in a meeting, then spends an hour or two building the proposal in Word. While the document comes together, the client cools off and a competitor already sent theirs. One proposal means an hour of formatting plus edits. At ten deals a week, that eats a full workday.

Sales Proposal Generator is a ready AI agent for the ASCN platform that builds proposals from a deal description:

  • 📝 Builds a proposal from your deal notes. You dictate the details by text or voice, the agent returns a structured document in your template.
  • Asks clarifying questions. If a deadline, budget, or contact is missing, the agent asks instead of inventing numbers.
  • 📊 Prepares tiered packages. Basic, standard, and premium in one document so the client picks the fit.
  • 📄 Saves to Google Docs. You send the finished link to the client right away, and the document looks clean.
  • 🎯 Matches the tone. Formal, friendly, or partner-style for each recipient.

You run it through plain chat in ASCN or Telegram. No manual assembly: the agent connects Google Docs on your request and works by your rules.

How the agent works

No coding needed. You manage everything through chat.

  1. Install from the marketplace. Open the agent page, click "Use template," and the agent lands in your account in under 5 minutes.
  2. Connect Google Docs in chat. Type "Connect Google Docs," the agent shares an OAuth link, and you authorize in one tap. Without it, the agent shows the proposal as text in chat.
  3. Set it up for your company. Tell the agent your name, field, strengths, and pricing model — it flows into the header and the "Why us" section of every proposal.
  4. First proposal. Describe the deal in plain words: who, what you offer, timeline, and price. The agent shows a plan and waits for your yes.
  5. Edits and saving. You tweak wording in chat, the agent saves the final version to Google Docs and sends the link.
  6. Manage from one chat. On a schedule, the agent reminds you to review active deals and refresh proposals — if you ask.

Why it beats hiring a proposal writer

  • One subscription instead of a salary. A dedicated proposal or sales copywriter runs $1,500-3,000 a month. The agent covers the same work for the price of a plan — Start is $29/mo as of 06/12/2026.
  • Proposals in minutes, while the deal is warm. The client gets your offer the same day, not tomorrow. Response speed often decides who wins the deal.
  • One quality standard. Every proposal follows the same structure, with clear numbers and no filler phrases.
  • Works evenings and weekends. No lunch breaks, no vacation — the proposal is ready when you need it.
  • Scale without hiring. Deal volume doubles and the agent keeps up without a second person on the sales team.

What results users see

Across rollouts, the agent cuts proposal assembly from 1.5-2 hours to 5-10 minutes and removes up to 80% of manual work on structure and formatting.

Results depend on your niche, deal complexity, and how completely you fill in company data and the rules in the knowledge base. The agent handles execution; your setup drives the quality of the pitch.

Rollout snapshots

CRM implementation studioB2B IT services

  • Connected: Google Docs, company data, and three ready packages in the knowledge base
  • Result: up to 15 tailored proposals a week instead of 5, each with three tiers
  • Saved: about 10 hours a week for the head of sales

Marketing agencyB2B services

  • Connected: Google Docs plus a Telegram channel for quick requests from a phone
  • Result: the proposal reaches the client on meeting day, not the next
  • Saved: roughly 6 hours a week on document formatting

What you get

  • A ready, configured agent: role, proposal structure, and behavior rules already written, install in under 5 minutes.
  • A management guide: how to connect Google Docs, fill in company data, and edit proposals through chat.
  • A knowledge base for your company: name, strengths, pricing packages, and contacts the agent drops into every proposal.
  • A personal manager: helps tune the agent to your deals on the Personal plan and above.
  • A private community: help from other users and quick answers from support.

While a competitor spends an hour on a Word proposal, you send a finished one from Google Docs in five minutes. 🔥🔥🔥

Set the agent up once, and every deal turns into a clean document while you run the next conversation.

FAQ

Do I need coding skills?

No. The agent installs from the marketplace and is set up through plain chat: you write what you need, and it connects Google Docs and builds the proposal.

How is my data kept safe?

Google Docs connects through official OAuth, tokens live in encrypted storage and never reach chats or logs. Each agent is isolated, and you can revoke access anytime.

How is an ASCN agent different from a chatbot?

A chatbot answers questions. This agent does the work: it builds the proposal, saves the document to Google Docs, sends the link, and reminds you about active deals on a schedule.

Can I tune the agent to my niche?

Yes. Through IDENTITY.md and SOUL.md, the knowledge base, and company data you set the proposal structure, tone, and arguments for your products and clients.

What if Google Docs isn't connected yet?

The agent runs in advisory mode and shows the finished proposal as text in chat. Once you connect Google Docs, it starts saving documents and returning links.

Can I run the agent from Telegram?

Yes. Connect Telegram as a channel and describe the deal from your phone right after the meeting — the agent's logic stays the same.

How much does the agent cost to run?

Work is billed in plan credits: usage depends on the model and text volume, so the figure is approximate. Prices as of 06/12/2026 — current rates at ascn.ai/pricing.

FAQ
Still have a question
Do I need coding skills to set up this template?
No coding skills required! This template is designed for no-code users. Simply follow the step-by-step setup guide, connect your accounts, and you're ready to go.
How does this template help maintain data security?
All data is processed securely through official APIs with OAuth authentication. Your credentials are never stored in the workflow, and you maintain full control over connected accounts and permissions.
What is a module?
A module is a single building block in the workflow that performs a specific action — like sending a message, fetching data, or processing information. Modules connect together to create the complete automation.
Can I customize the template to fit my organization's specific needs?
Absolutely! You can modify triggers, add new integrations, adjust AI prompts, and customize responses to match your organization's workflow and branding requirements.
How customizable are the AI responses?
Fully customizable. You can edit the AI system prompt to change the tone, language, response format, and behavior. Add specific instructions for your use case or industry terminology.
Will this template work with my existing IT support tools?
This template integrates with popular tools like Gmail, Google Calendar, Slack, and Baserow. Additional integrations can be added using available API connectors or webhooks.
What if my FAQ knowledge base is empty?
No problem! The template includes setup instructions to help you populate your FAQ database with commonly asked questions and answers. Start small. As new questions arise, you can easily add more FAQs over time.
Is there a way to track unresolved issues that require follow-up?
Yes! You can configure the workflow to log unresolved queries to a database or spreadsheet, send notifications to your team, or create tickets in your issue tracking system for manual follow-up.
What if I want to switch from Slack to Microsoft Teams (or another chat tool)?
Simply replace the Slack module with a Microsoft Teams or other chat integration module. The core logic remains the same — just reconnect the input and output to your preferred platform.
If you have questions about the template, reach out to our support team
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