Technique 7 / 12

Show an example

Show one or two of the results you want and the format and tone follow

What this technique does

Few-shot prompting means showing a finished example of the result you want instead of describing it. A phrase like “keep it friendly” means something different to everyone, so you get something different every time; paste in one result you already like and the sentence length, the voice and even the order of the fields come with it.

One well-made example is enough, and if you give two the AI looks for the rule they have in common and applies that. It pays off most in the work where every company has its own settled format — product blurbs, replies to customers.

Good example / bad example

Bad

write something friendly to introduce our new product

Good

Below is an example of the product blurbs we use. Write three blurbs for our new product, a "portable humidifier", in the same format and tone.

Example)
Name: Folding book stand
Blurb: Opens on your desk in three seconds. 400g, and it slips into a bag.

The bad example tends to come back as ad copy full of exclamation marks, at a different length each time. The good one follows the example right down to the two-line “name and blurb” structure, the two-sentence length and the polite register, so it drops straight into the existing product page.

How to write it

Watch out

If there is only one example and its subject matter is close to the task, the AI copies the content rather than the format. Pick an example on a different subject, or add “follow the format only and write new content”.

Once the examples run longer than the instruction, what you actually asked for gets buried. Trim the examples short, and restate the real task in one sentence before or after them.

Unfamiliar terms? See Aha AI: few-shot

Turn on Add an example in the builder to add this sentence: “Below is an example of the result I want. Follow the same format and tone.” Open the builder →

Prompts using this technique

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Drafting Student Report Card Comments
Summarize year-long observation notes into clear, fact-based report card comments.
Teaching Fill and adapt Assign a roleShow an exampleFence off the input
Converting Product Specs into Customer Benefits
Transform raw technical specifications into clear, real-life customer benefits.
Marketing & content Ready to use Pin down the taskFence off the inputSpecify the output format
High-Retention Blog Post Introductions
Hook readers in the first three paragraphs to prevent immediate bounce-offs.
Marketing & content Ready to use Give contextPin down the taskConstraints
Extract Brand Voice and Tone Guidelines
Extract consistent brand voice rules from a few existing copy samples
Marketing & content Multi-step ChainingAssign a roleShow an example
Writing Cafe Menu Descriptions
Generate one-line menu descriptions tailored to your cafe's vibe
Daily life & small business Ready to use Show an exampleConstraintsSpecify the output format
Turn Activity Notes into Student Report Comments
Transform raw observational notes into professional extracurricular activity reports
Teaching Ready to use Show an exampleFence off the inputSpecify the output format
Natural Character Dialogue Based on Voice Samples
Generate in-character dialogue tailored to the situation and voice samples.
Creative Fill and adapt Show an exampleFence off the inputConstraints
Reference List Formatting
Format raw bibliographic notes into a standardized citation style like APA.
Study & research Ready to use Fence off the inputShow an exampleSpecify the output format
Clear Classroom Announcement for Parents
Turn rough class notes into concise, actionable updates for busy parents.
Teaching Ready to use Show an examplePin down the taskSpecify the output format
Standardized Code Comments and Documentation
Standardize comment formats tailored for future maintainers
Coding & data Ready to use Show an exampleConstraintsFence off the input
Write Git Commit Messages from Code Diffs
Generate team-standard commit messages explaining why changes were made.
Coding & data Ready to use Show an exampleConstraintsSpecify the output format
Occasion & Sympathy Text Messages by Context
Generate condolence or congratulatory texts tailored to your relationship.
Work writing Ready to use Give contextShow an exampleSpecify the output format
Customer Support Email Reply Generator
Categorize inquiries and generate safe, accurate customer reply drafts.
Work writing Fill and adapt Assign a roleShow an exampleFence off the input
Replying to Positive Delivery App Reviews
Write customized, authentic replies to every positive customer review.
Daily life & small business Ready to use Show an exampleConstraintsFence off the input
High-Open Email Subject Line Generator
Generate diverse, context-specific subject line options for any email.
Work writing Ready to use Show an exampleSpecify the output formatAsk for revisions
Comprehensive Vocabulary Study Table
Turn a raw word list into a clean study table with definitions and examples.
Study & research Ready to use Show an exampleSpecify the output formatConstraints
Practice Exam Question Set Generator
Generate multiple-choice or written practice questions with detailed explanations.
Study & research Fill and adapt Show an exampleSpecify the output formatConstraints
Professional Farewell Email
Write a concise, polished farewell email for your last day
HR & career Ready to use Give contextConstraintsSpecify the output format
Study Flashcard Set Generator
Turn study notes into a focused front-and-back flashcard deck.
Study & research Ready to use Show an exampleSpecify the output formatConstraints
Respectful Funeral Notice Message
Draft a clear, courteous funeral announcement with all essential details.
Daily life & small business Ready to use Give contextSpecify the output formatConstraints
Polishing Rough Notes into Professional Workplace Tone
Turn quick casual memos into clear, professional updates for your team
Work writing Ready to use Show an exampleConstraintsFence off the input
Text-to-Image AI Description Generator
Translate image concepts into structured English descriptions for AI generators.
Image, video & audio Fill and adapt Show an exampleSpecify the output formatConstraints
Pre-Launch Risk Assessment Checklist
Catch overlooked pre-launch risks before they derail your timeline.
Planning & analysis Ready to use Assign a roleSpecify the output formatShow an example
Establish Clean-up Rules for Messy Tabular Data
Standardize inconsistent table columns systematically before changing values.
Coding & data Multi-step ChainingSelf-checkShow an example
Mnemonic Generator for Complex Lists
Turn hard-to-remember lists into acrostics, stories, and chunks
Study & research Ready to use Pin down the taskShow an exampleConstraints
Multiple-Choice Questions with Plausible Distractors
Generate one correct answer and four plausible distractors backed by misconceptions.
Teaching Fill and adapt Assign a roleShow an exampleSpecify the output format
Variable and Function Naming Candidates
Describe what your code does and compare naming options before choosing.
Coding & data Ready to use Show an exampleSpecify the output formatConstraints
NPC Dialogue & Choice Branch Generator
Create distinct NPC lines and branching player choices simultaneously.
Creative Ready to use Assign a roleShow an exampleSpecify the output format
Quarterly OKR Draft Generator
Draft measurable Objectives and Key Results that avoid becoming a to-do list.
Planning & analysis Fill and adapt Assign a roleShow an exampleSpecify the output format
Write Portfolio Project Description Paragraphs
Craft impact-driven project summaries highlighting problem, role, and outcome.
HR & career Fill and adapt Assign a roleGive contextSpecify the output format
Short-Form Video 3-Second Hook Lines
Generate multiple scroll-stopping opening hook candidates for your short videos
Marketing & content Ready to use Assign a rolePin down the taskShow an example
Custom Regex Pattern Generator
Generate accurate regular expressions using positive and negative examples.
Coding & data Ready to use Show an examplePin down the taskSpecify the output format
Write a Polite Job Rejection Email
Deliver a concise, respectful rejection notice without sounding dismissive.
HR & career Ready to use Give contextConstraintsSpecify the output format
Rewrite Resume Bullet Points for Impact
Transform passive duty lists into action-driven, outcome-focused bullet points.
HR & career Fill and adapt Pin down the taskShow an exampleSpecify the output format
SCAMPER Ideation for Product Variations
Explore seven creative directions to reinvent an existing product or service.
Planning & analysis Fill and adapt Assign a roleShow an exampleSpecify the output format
Expanding a One-Line Situation into a Vivid Scene
Flesh out a single-sentence premise into a sensory-rich scene.
Creative Ready to use Give contextPin down the taskShow an example
Segment-Specific Marketing Messaging
Tailor unique messaging for the same product across different customer types.
Marketing & content Fill and adapt Give contextPin down the taskSpecify the output format
Compliant E-Commerce Product Titles
Generate search-optimized, policy-compliant product listing titles.
Marketing & content Ready to use Pin down the taskConstraintsSpecify the output format
Academic Progress Report Comments from Notes
Transform classroom observation notes into objective report card comments
Teaching Fill and adapt Show an exampleFence off the inputSpecify the output format
Target Customer Persona Cards
Turn vague target audiences into vivid, real-life individuals
Planning & analysis Fill and adapt Assign a roleGive contextSpecify the output format
Polite Text Message to a Teacher
Write a concise, respectful message for absences, tardiness, or meeting requests.
Daily life & small business Ready to use Give contextPin down the taskConstraints
Short Conversational Threads Posts
Write engaging short-form social posts designed to spark real replies.
Marketing & content Ready to use Give contextPin down the taskConstraints
Generating YouTube Thumbnail Text Options
Get punchy, click-worthy thumbnail text options across diverse angles.
Marketing & content Ready to use Pin down the taskConstraintsSpecify the output format
Polishing Unnatural and Literal Translations
Refine awkward, translationese phrasing into natural, fluent text.
Work writing Ready to use Show an exampleFence off the inputConstraints
Used Item Listing for Marketplaces
Write an honest secondhand listing that minimizes tire-kicker inquiries.
Daily life & small business Fill and adapt Show an examplePin down the taskConstraints
Finding Art Style Keywords in English
Translate vague aesthetic ideas into precise English art style terms
Image, video & audio Ready to use Assign a rolePin down the taskSpecify the output format
AI Background Music Prompt Generator
Turn your desired mood into precise AI music prompts with genre, instruments, and BPM.
Image, video & audio Ready to use Pin down the taskSpecify the output formatShow an example
Precise Camera Movements for AI Video
Command zooms, pans, and tracking shots using exact cinematography terms.
Image, video & audio Ready to use Pin down the taskSpecify the output formatShow an example
Mouthwatering Food Photography Generator
Create appetizing food images for menus and delivery apps.
Image, video & audio Ready to use Give contextPin down the taskSpecify the output format
Crafting Tailored Holiday Greeting Messages
Select and send holiday greetings tailored to your relationship.
Daily life & small business Ready to use Give contextPin down the taskSpecify the output format
Precise Lighting and Atmosphere for AI Images
Shape image mood using time of day, light sources, and color temperature.
Image, video & audio Ready to use Pin down the taskSpecify the output formatThink step by step
Lyrics & Style Prompt for AI Music
Generate structured lyrics with metatags and an AI music style prompt.
Image, video & audio Fill and adapt Pin down the taskSpecify the output formatShow an example
Crafting a Thoughtful New Year Email
Write tailored New Year greetings for clients and teammates without clichés.
Work writing Ready to use Give contextPin down the taskConstraints
Photorealistic AI Image Prompts
Structure subject, texture, lighting, and camera specs for hyper-realistic photos.
Image, video & audio Ready to use Pin down the taskSpecify the output formatConstraints
Turn Photos into Illustrated Artwork
Convert photo descriptions into precise prompts for stylized illustrations.
Image, video & audio Ready to use Pin down the taskSpecify the output formatShow an example
Describing Sound Effects with Precision
Describe and generate precise sound effects using acoustic characteristics
Image, video & audio Ready to use Pin down the taskSpecify the output formatShow an example
Emoticon and Sticker Set Generator
Create a consistent sticker pack featuring various emotions and poses.
Image, video & audio Fill and adapt Pin down the taskSpecify the output formatShow an example
Cinematic Scene Description for AI Video
Craft dynamic single-shot video descriptions complete with camera motion.
Image, video & audio Fill and adapt Pin down the taskSpecify the output formatConstraints