Specificity Beats Brevity
NEWITY · Published May 2026 · Last reviewed May 2026
The Instinct That Works Against You
Most people write short prompts because they think the AI will "figure it out." It won't — not in a way that's useful to you. The AI will make assumptions, and those assumptions are almost never the same ones you'd make about your business, your customers, or your voice.
Short prompts produce generic output. Specific prompts produce output you can actually use.
Before and After: Real Business Examples
Customer Follow-Up Email
Weak prompt:
"Write a follow-up email to a customer."
What you get: A bland, generic email that could be from any company in any industry.
Strong prompt:
"Write a follow-up email to a homeowner who got a quote for a bathroom remodel from my 4-person contracting business in Nashville, TN. They haven't responded in 10 days. Keep it under 100 words, casual and friendly, and end with a specific question to re-open the conversation. Don't offer a discount."
What you get: An email you can copy, paste, and send in 60 seconds.
Social Media Post
Weak prompt:
"Write an Instagram post for my business."
Strong prompt:
"Write an Instagram caption for a dog grooming salon in suburban Denver. The post is about our summer 'puppy fresh' promotion — 10% off first-time customers through July 31. Tone: playful and warm. Include 5 relevant hashtags. Keep it under 80 words."
Job Posting
Weak prompt:
"Write a job posting for a part-time position."
Strong prompt:
"Write a job posting for a part-time front desk receptionist at a 3-location dental practice in Houston. Hours are Tuesday–Friday, 9am–2pm. Key duties: scheduling, insurance verification, and patient check-in. We're a family-friendly practice and culture fit matters as much as experience. Target candidates with 1+ year of front desk or customer service experience. Keep it under 300 words."
The Details That Matter Most
You don't need to include everything — just the details that change what the output should look like. The most impactful specifics are:
| Detail | Why It Matters |
|---|---|
| Your business type and size | Sets the right voice and scope |
| Your customer's situation | Determines tone (empathetic vs. direct) |
| Word count or length | Prevents walls of text |
| What to avoid | Removes the most common AI bad habits |
| Desired next step or CTA | Gives the output a purpose |
A Simple Rule
If you could swap your prompt into a different industry and get a useful response, your prompt is too vague. A good prompt only works for your business.
"Write a social media post." — works for anyone
"Write a social media post for my organic bakery in Portland, announcing our new gluten-free sourdough launching Saturday, targeting health-conscious locals, friendly tone, under 60 words." — works only for you
The second version takes 20 seconds longer to write and saves you 10 minutes of editing.
Using Placeholders in This Library
Every prompt in this library uses [bracketed placeholders] to mark the spots where you add your specifics. Fill in all the placeholders before pasting — even the ones that feel obvious. The more you fill in, the better your result.