The most widespread mistake
Most people type search queries to AI. "Best way to market on Instagram", "recipe for pasta carbonara", "what is inflation". That's the wrong mindset. Not because the questions are stupid — but because AI is not a search engine.
That sounds like a banal distinction. It isn't. It's the reason most people who use ChatGPT, Claude or Gemini every day still never quite get results they're satisfied with. They get answers. They never get help.
Why it's the wrong mindset
Google indexes the internet and ranks pages. A search engine takes your question, finds the best existing answer and gives you a link. It's a retrieval system. It's built to give you what already exists.
AI generates answers based on patterns in training data. That sounds like a technical detail but it changes everything. AI can't retrieve the right page for you — but it can think together with you, write for you, analyze your material, argue against your own assumptions and produce something that didn't exist before you asked. It's not a retrieval system. It's a production system.
A search engine gives you a link to an answer. AI can be your assistant — but only if you treat it like one.
Questions give you answers. Context gives you help.
What AI actually is — a thinking partner
Think of it as an extremely knowledgeable colleague who has never met you, never knows what you work with, and never understands your context — unless you tell them. Every time you open a new conversation you start from zero. There's no background picture, no notes from last time, no context taken for granted.
That's not a flaw. That's how it works. And when you understand that you stop typing short search queries and start giving context. That's the entire difference.
Three concrete examples — bad vs. good prompt
The same principle, three different situations. Read through and notice whether you recognize yourself in the left column.
Personal — plan a trip
Tips for traveling to Japan
My partner and I are going to Japan in October, 12 days,
budget $4,000 excl. flights. We love food, architecture and
hiking but hate tourist traps. Help us plan a route
with Tokyo and at least one rural region.
Business — write a proposal
Help me write a proposal
I run a small IT consulting firm with 3 employees. I'm
submitting a proposal to a manufacturing client (50 staff) who
wants help automating their inventory reporting.
The project takes about 6 weeks. Write a proposal letter —
formal but not stiff, max 400 words, emphasize our
experience with industrial clients.
Creator — write a headline
Give me a good headline
I've written an article about how most people don't know how
to prompt AI. The audience is small business owners,
35–55, who've started using ChatGPT but don't quite
understand why the results are mediocre. Give me 5
headlines — direct, a bit provocative, no clickbait fluff.
Notice the pattern? The good version tells AI who you are (in that specific context), what you want (concrete output), and what constraints apply. That's it. AI does the rest.
The simple rule that changes everything
Give context, not just a question. Three things are enough:
-
01Who you are — in context
Not who you are as a person. What your role is in this particular assignment. Business owner with 3 employees. Individual planning a trip. Creator writing for a specific audience.
-
02What you want — specifically
Not "help" or "tips". A proposal letter, max 400 words. A travel route with Tokyo and one rural region. Five headlines, direct, no clickbait. Specificity returns specificity.
-
03What constraints apply
Time, tone, format, audience, budget. Constraints aren't obstacles — they're instructions. An AI without constraints produces average answers. With constraints it produces your answer.
That's it. Nothing more advanced than that — but most people never do it. They keep typing search queries and wonder why the results are mediocre.
AI without context is like asking a newly hired consultant to solve a problem without telling them what the company does.
If you want to go deeper on this — how to build prompts that actually work, not just for simple tasks but for real workflows — the Prompt Course is here on the site. 5 lessons, free, right now.