What Is Prompt Engineering? Getting Better Answers from AI
Prompt Engineering – The practice of crafting questions and instructions for AI tools in a way that produces more accurate, relevant, and useful responses.
Prompt engineering is the skill of asking AI tools the right question in the right way. The same way that searching Google for “pizza” and “best Neapolitan pizza with outdoor seating in Brooklyn under $20” produces very different results, how someone phrases a question to ChatGPT dramatically affects the quality and relevance of the answer.
It started as a technical skill for developers working with language models, but it’s quickly become a practical business skill. A business owner who asks ChatGPT “write me a marketing email” gets generic output. One who says “write a follow-up email to a customer who got a kitchen renovation quote from us two weeks ago but hasn’t responded, keep it under 100 words, friendly tone, mention our spring discount” gets something they can actually send. The difference is in the prompt.
For AI search, prompt engineering matters from the customer’s side. We compared pizza recommendations in NYC across different phrasings and found that changing the wording of a query can shift which businesses show up entirely. Businesses with detailed, specific information online are more likely to match the detailed queries that prompt-savvy customers are increasingly asking.
This has an indirect connection to generative engine optimization. As people get better at asking AI specific, detailed questions (“find me a plumber in North Austin who does emergency calls and has been in business at least 10 years”), the businesses whose online presence includes those specific details are the ones that match. Vague websites with generic descriptions lose out to competitors who have published the kinds of specifics that these detailed queries are looking for.
For business owners personally, even basic prompt engineering skills are worth picking up. Using AI tools for drafting customer communications, analyzing reviews, brainstorming marketing ideas, or researching competitors becomes dramatically more productive when the prompts are specific about context, format, and desired outcome.
Frequently Asked Questions
Do I need to learn prompt engineering to use ChatGPT?
For basic use, no. ChatGPT handles casual questions fine. But learning a few techniques, like being specific about what format and detail level is needed, can make a big difference in the quality of results for business tasks like drafting emails, researching competitors, or analyzing customer feedback.
Does prompt engineering affect which businesses get recommended?
Indirectly, yes. How a customer phrases their question to ChatGPT can change which businesses show up. 'Best pizza in NYC' and 'authentic Neapolitan pizza in Brooklyn with outdoor seating' can produce very different recommendations. Businesses with detailed, specific online information are more likely to match the detailed queries.
Is prompt engineering a career skill?
It's becoming one. As AI tools get embedded into more business workflows, the ability to get consistently good results from them is genuinely valuable. For business owners, even basic prompt skills can save hours on tasks that used to require hiring someone.
Does ChatGPT recommend your business?
Enter a website URL. Reachd checks how ChatGPT responds to real customer queries and shows a visibility score in about 30 seconds.