The short version
AI tools give generic answers when they know nothing about you. Before you ask for anything, tell the AI who to be, what it needs to know, and what rules to follow. That one habit turns bland drafts into drafts you can actually use.
If you've used AI tools like ChatGPT, Claude, or Gemini, you've probably noticed the results can feel a little... flat. Generic. Written for no one in particular. You asked for a bio and got something that sounds like every other bio. You asked for marketing copy and got something that could describe any business on earth.
The frustration is real, and the fix is simpler than most people think.
AI gives generic answers when it knows nothing about you.
When you open a blank chat and type "write me a bio," the AI has almost nothing to work with. It doesn't know your industry, your tone, your customers, or what you actually do. So it falls back on the safest, most average bio it can produce. It isn't being lazy. It just doesn't have enough information to do better.
It's like hiring a contractor and handing over no instructions. You'd get something competent and completely generic.
Most people respond by typing a longer, more detailed request. (In AI tools, a request like that is called a prompt.) That helps, but it misses the bigger lever: telling the AI who it is before you tell it what to do.
Give it a role, the context, and the rules.
Before you ask AI to do anything important, give it three things:
- A role: who is it? Give it a job title and an area of expertise.
- Context: what does it need to know about your business, your customers, and your goals?
- Rules: what are the limits? Tone, length, format, and anything to avoid.
Role, context, and rules. That's what separates people who get generic drafts from people who get drafts they can use.
Here's the difference on a real task.
Say you run an acupuncture clinic in San Diego, and you want help writing the description for your Google Business Profile (the listing people see when they find you on Google Maps).
Without a role:
"Write a Google Business Profile description for my acupuncture clinic."
You'll get something serviceable but forgettable. It will probably mention "holistic healing" and "experienced practitioners" at least twice.
With a role, context, and rules:
"You are a healthcare copywriter who specializes in integrative medicine. You write for patients who are skeptical of alternative medicine but open to trying it; they want evidence, not energy talk. My clinic is called [Name], in [Neighborhood], San Diego. We specialize in pain management, fertility support, and stress relief. Write a Google Business Profile description, 250 words max, that leads with results, avoids jargon, and ends by inviting readers to book a first visit."
The second request gets you something you might publish with only light edits. The AI knows who it is, who it's writing for, and what a good result looks like.
Write your standing instructions once.
The best use of this approach is to write it once and reuse it. Most AI tools, including ChatGPT and Claude, have a settings area for standing instructions that the AI reads before every conversation. Depending on the tool, it's called custom instructions, personalization, or preferences.
For a small business owner, good standing instructions might look like this:
"You are a senior copywriter and brand strategist for [Business Name], a [type of business] based in San Diego. Our customers are [describe them]. Our tone is [describe it, for example: direct, warm, not corporate]. We never use [phrases you dislike, such as 'synergy' or 'world-class']. When writing for us, always lead with the benefit to the customer, not the features of our service."
Keep it to things you'd be comfortable putting on your website. Describe your business and the kinds of customers you serve, but leave out client names, account numbers, and anything confidential.
Set that once, and every task you give the AI (emails, social posts, blog drafts, service descriptions) benefits automatically. You stop re-explaining yourself, and the AI starts working like someone who actually knows your business. We go deeper on this in How to Stop Repeating Yourself and Reclaim Your Calendar.
The same approach works for every task.
Once your standing instructions are in place, give each individual task its own role, context, and rules. Your standing instructions set the background; the role you give a single task sits on top of it for that conversation. When the two disagree, the more specific request in the chat usually wins.
- Email: "You're our client care lead. Write a follow-up email to a potential client who stopped replying after our first meeting. Warm but not desperate. Two short paragraphs, max."
- Social posts: "You're our social media voice: conversational, never salesy. Write three Instagram captions for a before-and-after of a recent project. Each caption under 80 words."
- Service descriptions: "You're our web copywriter. Rewrite this service page section so it starts with the problem the client is trying to solve, then explains how we solve it. Keep the sentences short and direct."
In each case, you're not writing a longer request. You're giving the AI a job before you give it work.
Nerd note Why giving the AI a role works
Tools like ChatGPT and Claude are built on large language models, which write by predicting likely next words from patterns in enormous amounts of text. A bare request leaves every pattern open, so you get the most average one. A role narrows the field to how a specific kind of expert writes, and context and rules narrow it further. You aren't unlocking a hidden mode. You're removing guesswork.
Try this
- Open the AI tool you use most and find its settings for standing instructions. In most apps, tap your name or profile picture, then look for "custom instructions," "personalization," or "preferences." You'll need to be signed in.
- Copy the example that begins "You are a senior copywriter and brand strategist" and fill in the brackets: your business, your customers, your tone, and the phrases you never use.
- Ask for one thing you write every week, like a follow-up email, and compare it with what you got before.
This is one small part of how we help clients put AI to work in their businesses. It isn't magic. It's the difference between treating AI like a search engine and treating it like a contractor you've actually briefed.
