8 secrets to great AI prompting

βπ Iβm Taylor, COO of Section. In todayβs post: how to write a prompt for ChatGPT that gets a great result.
Read time: 5 minutes
The reason most people quit using generative AI: they input a mediocre prompt,Β get a garbage answer back, and they give up. In todayβs newsletter, Iβm going to share eight tangible secrets to great prompting that you can start using immediately.
My first tip: Think of generative AI prompting like a conversation, not a single instruction. If the AI gives you a simplistic answer, tell it, βThatβs too simplistic β I need you to assume Iβm a complex thinker.β If AI gives you a cheesy, too-obvious headline, tell it, βI want original headlines that you might expect from the worldβs best marketing firm.β Going back-and-forth takes a bit more time, but itβs key to getting good results.
For 8 more tips, scroll on. π
1. Tell AI who to behave like
Often this will just be a description of your role, but it could be another role related to your use case.Β
β βAs a CEO, draft a statement regarding a recent company layoff.β
β βAs a seasoned financial analyst,β provide in-depth insights into our quarterly financial data.β
β βAs an HR manager, outline the steps to manage a low-performing employee.β
2. Give specific requirements on the output you want
AI does best with highly specific instructions. Give detailed guidance on what you want your output to contain including tone, format, length, examples, and more.
β βCreate a meeting agenda for our quarterly review. This meeting is 90 minutes long. Include time slots, topics, designated speakers for each topic, and 10 minutes for Q&A at the end.β
β βCreate a list of names for a potential newsletter. Names should be 2-5 words long, focused on marketing strategy, not alliterative, and use a common marketing phrase or pun.βΒ
3. Tell AI what not to doΒ
Set limitations in terms of both content and logic. This eliminates undesired biases and content, and mitigates the risk of hallucination and misleading information.
β βProvide recommendations for reducing operational costs, but do not suggest layoffs or reductions in employee benefits.βΒ
β βI produce baked goods. Write a review about Johnβs Bagels, but avoid mentioning our own products or making direct comparisons.βΒ
4. Ask AI to break down the reasons behind its output
Studies show asking to see reasoning leads to better output in general. It also increases AIβs transparency and reliability, because you can see how it got from point A to point B.
β βWhich marketing channels would you recommend to target Gen Alpha? Explain why each channel made your list.βΒ
β βGive me a ranked list of recommendations for a cloud services vendor. Which factors are you considering in your recommendation?β
5. Give AI an example to base its output on
Giving examples allows you to be hyper-specific about your requirements without having to explain them one by one.
β βLook at this spreadsheet of sales data from the last quarter, then generate a summary similar to this example: βIn Q3, we saw a significant uptick in sales last August. The data reveals that Product X is our best seller, with a 20% increase in units sold compared to Q2.ββ
β βCreate our February monthly marketing email using the attached template. Please use this exact format with the same subheads.β
6. Use delimiters (like hashtags and slashes) or section titles to distinguish components of your promptΒ
AI benefits from lots of context, especially when following an example or template, or analyzing a big block of text. Try breaking up a complicated prompt into sections, demarcated by hashes:
β ### CONTEXT
I am the head of product and want to choose a security compliance vendor.
### OBJECTIVE
Examine each of these proposal documents and give each vendor a score from 1 to 10, based on quality, expected yearly costs, etc.
7. Tell AI to ask you questions before responding
You want to make sure AI has all the necessary context to answer your initial prompt. Plus, AI is more likely to hallucinate if it doesnβt have enough information.
β βBefore responding, ask me relevant questions to give you additional information you need.β
8. List out the steps required to complete the task
Some tasks are complicated, with multiple, dependent steps, and organizing your input helps avoid confusion for the bot.
β βCompose a project proposal for a new app feature, designed to locate a lost device.
Step 1 - Introduce your project idea with a sentence starting, βProject ideaβ
Step 2 - List the objectives of the project with the prefix 'Objectivesβ
Step 3 - Outline the required resources with the prefix 'Resources Neededβ
Step 4 - Estimate the timeline for the project with the prefix 'Estimated Timelineββ



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