---
title: 7 Practical AI Workflow Prompts
author: Michael Loftin
version: 1.0
created_date: 2026-09-11
companion_article: 7 Practical AI Workflows You Can Use to Grow Your Business or Brand
---

# 7 Practical AI Workflow Prompts

These prompts are designed to help you complete a real business or brand task. Replace the bracketed instructions with your information, review every result, and verify facts before acting or publishing.

Do not paste private, confidential, financial, medical, or customer-identifying information into an AI tool unless you have an approved and protected way to handle it.

## 1. Understand what your customers or audience care about

```text
Help me understand what my customers or audience care about.

The question I want this feedback to help answer is:
[WRITE ONE QUESTION]

Organize the feedback into problems, desired results, repeated questions,
recurring language, and ideas for content, offers, or improvements.

For each theme, show the supporting feedback and label its source when possible.
Note when a theme appears across different sources. Do not turn one comment into
a pattern, and say when the information is too limited for a conclusion.

Feedback:
[PASTE REDACTED COMMENTS, POLL RESPONSES, REVIEWS, NOTES, OR MESSAGES]
```

## 2. Research your market without getting lost

```text
Help me research the market around the question below.

Use only the information I provide. Mark anything missing as unknown.

Research question:
[WRITE ONE QUESTION]

Organize the material into questions, frustrations, desired results, objections,
and repeated language. Note which themes appear across different source types.

Compare how the businesses or brands describe who they serve, the problem they
solve, the result they promise, the evidence they provide, and the next action
they request.

Then identify where the market sounds repetitive, what appears distinctive about
my business or brand, what I should explain more clearly, and which observations
come only from social media and need more evidence. End with three questions I
should answer before changing my message.

Do not treat one popular post, viral comment, or repeated opinion as proof of a
market-wide trend. Do not profile or make assumptions about individual people.

My information and research:
[PASTE PUBLIC SOCIAL EXCERPTS, SOURCE LINKS, DATES, AND OTHER VERIFIED MATERIAL]
```

## 3. Turn an idea into a clear marketing plan

```text
Turn the idea below into a simple marketing plan.

Include:
- The goal
- The audience
- The problem or need this addresses
- The main message
- Evidence or examples that support the message
- The offer or next step
- The channels I should use and the job of each one
- The content or materials I need
- A realistic timeline
- How I can measure the result
- Questions I still need to answer

Do not add channels or deliverables unless they support the goal and can be
completed with the time and resources listed.

My idea, timing, resources, and constraints:
[DESCRIBE THEM HERE]
```

## 4. Turn one useful idea into content for different channels

```text
Turn the approved source below into content for [LIST CHANNELS].

Keep the central idea and facts consistent, but adapt the format, opening,
length, and call to action for each channel. Do not copy the same post across
every platform.

For each channel, provide:
- Recommended format
- Opening
- Complete draft
- Call to action
- Facts or examples taken from the source
- Anything I need to verify

My communication style:
[DESCRIBE YOUR TONE OR PASTE A SHORT EXAMPLE]

Approved source:
[PASTE THE SOURCE]
```

## 5. Create a simple launch checklist

```text
Create a simple launch checklist for the project below.

Start with the launch date and work backward. Organize the checklist into:
- Decisions to make
- Content and materials to create
- Website, email, or channel setup
- Links, forms, payments, and tracking to test
- Final review
- Launch-day tasks
- What to check during the first two days

For every item include:
- Who will do it, even if that person is me
- Due date
- What must happen first
- What completed means

Flag missing information or timing that appears unrealistic.

Project details:
[PASTE DETAILS]
```

## 6. Understand what your results are telling you

```text
Help me understand the results below.

My goal was: [STATE THE GOAL]

For each important result:
- Explain what changed in plain language
- Compare it with the previous period or target
- Separate what the data confirms from possible explanations
- Identify missing information
- Recommend no more than three next actions or tests
- Explain what result I should watch after each action

Do not claim that one thing caused another unless the information proves it.
Flag incomplete, inconsistent, or unclear data before interpreting it.

Results, definitions, dates, and context:
[PASTE INFORMATION]
```

## 7. Decide what to focus on next week

```text
Help me decide what to focus on this week.

Review the goals, deadlines, results, commitments, and available time below.

Return:
- The most important outcome for the week
- Three priorities only
- The next action for each priority
- Who owns it, even if that person is me
- What completed means
- Work I should delay, remove, or reconsider
- One decision I am avoiding or information I still need

Do not treat every task as equally important. Connect each priority to a goal,
deadline, customer need, or meaningful result.

My weekly information:
[PASTE INFORMATION]
```

## Review before using a result

- Check every fact, quotation, date, total, link, and claim.
- Compare the result with the information you provided.
- Remove generic language and anything that does not sound like you.
- Keep facts separate from suggestions or possible explanations.
- Decide what you will do with the result and how you will measure whether it helped.

Copyright 2026 Michael Loftin. Companion resource for the MKTG Lab Report.
