Here’s the short version: if your company runs on Google Workspace, Gemini is probably already sitting inside every Gmail inbox in your office. It can draft a quote follow-up email in about a minute. Your team just hasn’t been shown how to use it on the work they actually do.

I spend most of my time in manufacturing and distribution offices, and quote follow-up is the task owners bring up first. Quotes go out. Then they sit. Nobody follows up because the inside sales rep is buried in order entry, and by the time someone remembers, the customer bought from whoever called them back.

This guide walks through exactly how to fix that with the tools you already pay for. No new software, no integration project.

Why quote follow-ups slip in a manufacturing office

It’s rarely a people problem. It’s a time problem.

The same two or three people who send quotes are also answering “where’s my order?” emails, entering POs, chasing vendors for lead times and covering the phone. A follow-up email feels optional compared to all of that, so it gets pushed to tomorrow. Then next week.

Writing a good follow-up also takes more thought than it looks like. You have to pull up the quote, remember what the customer asked for, check whether anything changed on lead time or pricing, and write something that doesn’t sound like a form letter. Multiply that by fifteen open quotes and it’s an afternoon nobody has.

Bar chart of a quoting rep's day: order entry, order-status emails, vendor chasing, phones and new quotes fill the day, leaving a sliver for quote follow-ups
Where the day goes for the person who sends your quotes (illustrative)
Key takeaway The bottleneck isn’t motivation. It’s the ten minutes of context-gathering and writing per email. That’s exactly the part AI is good at.

What Gemini in Gmail can actually do

Gemini shows up in two places inside Gmail:

For quote follow-ups, the side panel is the important one. It means Gemini can see the original request and your quote email in the thread, so the draft is about this customer and this job, not a generic template.

If your team doesn’t see these options, don’t buy anything yet. On most current Workspace business plans it’s included, and your admin may just need to switch it on.

Step by step: a quote follow-up in under five minutes

Here’s the workflow I teach office teams. It works the first time and gets faster every time after.

The five-step workflow: open the quote thread, ask Gemini for a summary, draft with a specific prompt, edit the last 20 percent, save the prompt as a template
The whole workflow at a glance

Step 1: Open the original quote thread

Find the email where the quote went out. Everything Gemini needs is in that thread: what the customer asked for, the quantities, your price and your lead time.

Step 2: Ask the side panel for a summary first

Before drafting anything, ask Gemini: “Summarize what the customer asked for, what we quoted, and anything still open.” This takes ten seconds and catches things people forget, like a second part number the customer mentioned or a requested ship date.

Step 3: Draft the follow-up with a specific prompt

Reply to the thread and use Help me write with a prompt like this:

“Write a short, friendly follow-up to this quote. Mention the part and quantity, confirm our lead time is still 3 weeks, and ask if they have questions or want to move forward. Keep it under 100 words. Sound like a person, not a sales template.”

The specifics matter. “Write a follow-up” gets you something bland. Telling it the lead time, the length and the tone gets you something you’d actually send.

Example of a specific prompt in Gemini turning into a first-draft quote follow-up email, with the details a person adds before sending
A specific prompt, the first draft, and the details only your team can add

Step 4: Edit the last 20 percent

Read the draft and add what only your team knows. Maybe the price holds through the end of the month. Maybe you have material in stock right now. Maybe you know the buyer’s name for their plant manager. That’s the part that makes it sound like your company, and it takes about a minute.

Step 5: Save your best prompt as a template

Once you have a prompt that works, save it in a shared doc so the whole office uses the same one. This is where the time savings start compounding: nobody is starting from a blank page anymore.

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Three mistakes I see offices make

Sending the draft without reading it. Gemini doesn’t know your current lead times or that you just raised prices. A person always reviews before sending. That’s not optional.

Using vague prompts. “Follow up on this quote” produces an email that sounds like every other vendor. Give it the facts and the tone you want.

Training one person and calling it done. If only your best rep knows how to do this, it dies the week they go on vacation. The goal is a shared prompt, a shared habit and a quick weekly check on how it’s going.

Where this goes next

Quote follow-ups are a good first task because they’re frequent, they’re easy to measure, and the result shows up in revenue. Once your team is comfortable here, the same approach works on order-status replies, turning emailed POs into clean order summaries, and chasing vendors for confirmations.

A ladder of office tasks to hand to AI one at a time: quote follow-ups, order-status replies, emailed POs into order summaries, vendor lead-time confirmations
Start with one task, then move to the next

That’s how adoption actually happens in a manufacturing office: one real task at a time, with the tools you already have, until it’s just how the office works.

If you’d like help getting started, I’ll build your team one AI helper for its most annoying office task, train them on it, and check in after a week. It’s free, and you keep everything.

Frequently asked questions

Is Gemini in Gmail included with Google Workspace?

On most current Google Workspace business plans, Gemini is built into Gmail, Docs and Sheets. If your team doesn’t see the Gemini options, your Workspace admin may need to turn them on in the Admin console. Check your plan before buying anything new.

Is it safe to put customer and pricing information into Gemini?

Google says business Workspace data used with Gemini stays inside your organization and isn’t used to train its models. Even so, set a simple rule for your team: no credit card numbers, no passwords, and no other customers’ information inside a draft. A one-page AI policy covers this.

Will customers be able to tell an email was written with AI?

Not if your team edits it. Gemini gives you a first draft. The person sending it adds the job detail, the lead time and their own sign-off. That last 20 percent is what makes it sound like your company.

What if my company uses Microsoft 365 instead of Google Workspace?

The same workflow works with Copilot in Outlook. The buttons have different names, but the prompts, the template and the review step are the same.

How long does it take to get an office team using this?

Most teams can learn the basic workflow in a single short training session. Making it a habit takes a couple of weeks of using it on real quotes, with someone checking in. That’s the part Jackson Rose focuses on with Proverb Consulting clients.


Get your free AI Quick Win Kit

We'll build one AI agent for your most annoying office task and train your team on the AI you already have. Limited to 4 companies a month.

Get your free Kit