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Glossary · Plain-English definitions

Prompt

In one sentence: A prompt is the question or instruction a person types or speaks into an AI tool, and it is the entire input the tool uses to decide what to say back.

The tool takes the whole thing as the instruction

A prompt can be three words or three paragraphs. Both count. What makes it a prompt rather than a search term is that the tool treats the whole thing as instructions and tries to satisfy all of it at once.

A real one from a homeowner might read: my water heater is leaking from the bottom of the tank, is that a repair or a replacement, and who does that in Kissimmee? Keep it short. Four separate things are packed in there. A symptom. A decision to make. A place. A preference for how the answer should be shaped. The tool will try to honor every one of them, which is why the reply looks nothing like a page of links.

Prompts are not always typed, and not always words. People attach a photo of the leak, or ask out loud while standing in front of the tank, and the picture or the recording becomes part of the instruction. The tool reads all of it as one request.

Two properties explain most of the confusing behavior people run into. Wording changes the answer, so the same person asking the same thing two different ways can get two different lists of businesses. And the answers are not fixed. Ask again next week and the list can move without anyone at your business, or anyone at your competitor's, having done a thing.

Why other people's prompts are your business

Because a prompt is often where a customer describes their problem in full before any company name enters the conversation. Whatever gets named at the end of that exchange is standing where the phone book used to be.

The awkward part is that you cannot watch it happen. There is no keyword report for prompts. You do not get a tidy list of what people asked the way a search console hands you queries, and referral data from assistants is patchy at best, so a customer can arrive by way of an AI answer and land in your analytics looking like anybody else.

The practical substitute is to ask the questions yourself. Type the prompt your customer would type, in the words they would use, for the three or four jobs you actually want more of, and see whether your business gets named at all. Our free AI visibility checker runs that test for you. It is one of more than 50 free tools we publish, with no email wall.

A prompt is not a keyword

Keywords were short because the search box rewarded short. Prompts are long because the tool rewards context.

The keyword gutter cleaning tells you a topic and nothing else. The prompt the gutters on a two-story colonial are overflowing at one corner, who handles that in Livonia and do they bring their own ladders tells you the topic, the property, the symptom, the town, and the objection the customer is quietly carrying. A page written to match a topic misses four of those five. A page that answers the actual question does not.

That is also why prompts are worth reading the way you read a sales call. Every qualifier a customer types is an objection they were going to raise on the phone anyway. Answer it on the page and you have answered it in both places at once.

Related questions

Does the exact wording of a prompt change which businesses get named?

Yes, and so does asking again later. Treat any single answer as one sample, not a ranking. If your name is missing across several honest phrasings of the same job, on more than one day, that is the signal worth acting on.

Should I publish a list of prompts on my website?

No. Publish the answers instead. A page that plainly and completely answers the question behind a prompt is the thing an assistant can use. A list of the questions themselves gives it nothing to quote.

Related terms and guides

AI Visibility Checker · Conversational search · Large language model · AI citations · Context window · All glossary terms · Plain-English answers · AI search optimization services

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