AI for quotations: how to cut quote-prep time by 70% with business prompts

Quotations are the bottleneck for many SMEs

The typical scenario: a client emails you, you reply, gather info, and then spend 30-60 minutes preparing the quote. Often you go back to it the next day because data is missing. Meanwhile the client has already received 2 quotes from competitors.

AI can cut that time by 70% without sacrificing quality — if used well.

The real case (professional firm)

A professional firm we work with had an average quote-prep time of 45 minutes. The quote often reached the client 2-3 days later. Conversion rate: 22%.

After 2 weeks of AI setup:

• Average time: 8 minutes
• Delivery time to client: same day
• Conversion rate: 34% (because it arrives while the client is still "warm")

The 3-phase workflow

Phase 1 — Process discovery

Before automating, understand what you're automating. For each typical quote, map:

• Required input data (what you need from the client)
• Typical services/products (catalogue)
• Standard sections (header, items, terms, discount, validity)
• Company tone of voice
• Exceptions that need human judgement

Phase 2 — Building the prompts

A well-crafted business prompt has 4 sections:

1. Context: who you are, what you do, who you're talking to
2. Task: what to do
3. Format: how to structure
4. Examples: 2-3 anonymised real previous quotes

Phase 3 — Workflow integration

The prompt must be immediate to use. Solutions:

• Custom GPT (ChatGPT): create a dedicated GPT with your prompt, share it with the team
• Claude Project: create a project with company knowledge base (catalogues, prices, examples)
• Make / Zapier: automation triggered from email or form, generates quote as PDF

The most common mistake

Thinking that "Create a quote" is enough and ChatGPT will do magic. Without business context, examples and rules, the output is generic and needs rework. Prompts must be engineered once, then used a thousand times.

Where to start

The free audit includes a mapping of your most time-consuming processes and an estimate of how much time AI could recover. Always without sales pressure.

The Practical AI for SMEs package covers process audit + 3 use cases + training, from €390.

Want to apply this to your SME?

If you'd like a concrete analysis of your situation, request the free audit from Gamerbit. In 48 hours we tell you exactly where you're losing leads, time or budget — no sales pitch.

If you already know what you need and want a steady system, the Practical AI for SMEs package is the most direct starting point.