PROMPTING TECHNIQUE #09
Multiple-Choice Prompts
Guide AI to select the best option from defined choices
What Are Multiple-Choice Prompts?
Multiple-choice prompts present AI with a set of pre-defined options and ask it to select the most appropriate one based on given criteria. Instead of generating free-form responses, AI chooses from your curated list.
This technique is perfect when you know the possible answers but need AI's judgment to select the right one. You define the options, AI applies reasoning to pick the best match based on the situation you describe.
Multiple-choice prompts combine the speed of constrained outputs (like binary prompts) with the nuance of having several valid options to choose from, making them ideal for categorization, triage, and decision-support tasks.
Why Multiple-Choice Prompts Work
By constraining AI to pre-defined options, you eliminate the risk of unexpected or inappropriate responses. AI must select from your controlled set rather than generating potentially problematic content from scratch.
Multiple-choice format also makes AI's reasoning more consistent because it's matching your situation against clear categories you've defined. This produces more reliable, standardized outputs compared to open-ended prompts.
The technique is especially powerful because you control the option space while leveraging AI's pattern-matching to handle the classification. You get both consistency (your options) and intelligence (AI's selection).
✓ When To Use Multiple-Choice Prompts
- Categorizing or routing items systematically
- Triage and prioritization decisions
- Sentiment or tone classification
- Status or stage determination
- Standardized assessment or evaluation
✗ When To Skip Multiple-Choice Prompts
- When you don't know what the options should be
- Situations requiring creative or novel solutions
- Complex judgments needing detailed explanation
- When "none of the above" would often be correct
- Open-ended exploration without clear categories
5 Multiple-Choice Prompt Templates
Template 1: Category Selection
Best for: Sorting items into predefined categories
Categorize this [item] into ONE of the following categories:
A) [Category 1 - with brief description]
B) [Category 2 - with brief description]
C) [Category 3 - with brief description]
D) [Category 4 - with brief description]
[Provide item to categorize]
Select only the letter of the best category.
Examples:
• "Categorize this customer inquiry: A) Technical Support (product not working), B) Billing Question (payment or invoice issue), C) Sales Inquiry (pre-purchase question), D) Feature Request (wants new functionality). Inquiry: 'My credit card was charged twice this month.' Answer: B"
• "Categorize this resume: A) Entry-Level (0-2 years experience), B) Mid-Level (3-5 years), C) Senior (6-10 years), D) Executive (10+ years or leadership). Resume shows 7 years progressive experience as engineer. Answer: C"
• "Categorize this email urgency: A) Critical (requires immediate response), B) High (respond within 4 hours), C) Medium (respond within 24 hours), D) Low (respond when convenient). Email: 'Following up on our meeting last week.' Answer: C"
• "Categorize this customer inquiry: A) Technical Support (product not working), B) Billing Question (payment or invoice issue), C) Sales Inquiry (pre-purchase question), D) Feature Request (wants new functionality). Inquiry: 'My credit card was charged twice this month.' Answer: B"
• "Categorize this resume: A) Entry-Level (0-2 years experience), B) Mid-Level (3-5 years), C) Senior (6-10 years), D) Executive (10+ years or leadership). Resume shows 7 years progressive experience as engineer. Answer: C"
• "Categorize this email urgency: A) Critical (requires immediate response), B) High (respond within 4 hours), C) Medium (respond within 24 hours), D) Low (respond when convenient). Email: 'Following up on our meeting last week.' Answer: C"
Template 2: Priority Assignment
Best for: Determining urgency or importance levels
Assign priority to this [item]:
Priority Levels:
1) P1 - Critical: [Description of what qualifies]
2) P2 - High: [Description of what qualifies]
3) P3 - Medium: [Description of what qualifies]
4) P4 - Low: [Description of what qualifies]
[Provide item details]
Assign only the number (1, 2, 3, or 4).
Examples:
• "Assign priority to this bug: P1 - System down, data loss, P2 - Major feature broken, P3 - Minor feature issue, P4 - Cosmetic problem. Bug: 'Button text is misaligned on mobile.' Priority: 4"
• "Assign priority to this lead: P1 - Enterprise ready to buy, P2 - Mid-market evaluating, P3 - SMB researching, P4 - Individual exploring. Lead: CTO of 500-person company requesting demo for Q1 implementation. Priority: 1"
• "Assign priority to this task: P1 - Blocks other work, P2 - Due this week, P3 - Due this month, P4 - Future planning. Task: 'Update team on project status at Friday meeting.' Priority: 2"
• "Assign priority to this bug: P1 - System down, data loss, P2 - Major feature broken, P3 - Minor feature issue, P4 - Cosmetic problem. Bug: 'Button text is misaligned on mobile.' Priority: 4"
• "Assign priority to this lead: P1 - Enterprise ready to buy, P2 - Mid-market evaluating, P3 - SMB researching, P4 - Individual exploring. Lead: CTO of 500-person company requesting demo for Q1 implementation. Priority: 1"
• "Assign priority to this task: P1 - Blocks other work, P2 - Due this week, P3 - Due this month, P4 - Future planning. Task: 'Update team on project status at Friday meeting.' Priority: 2"
Template 3: Sentiment Classification
Best for: Evaluating emotional tone or attitude
Classify the sentiment of this [content]:
Options:
A) Very Positive - [What this looks like]
B) Positive - [What this looks like]
C) Neutral - [What this looks like]
D) Negative - [What this looks like]
E) Very Negative - [What this looks like]
[Provide content to analyze]
Select only the letter.
Examples:
• "Classify sentiment: A) Very Positive (enthusiastic praise), B) Positive (satisfied), C) Neutral (factual), D) Negative (disappointed), E) Very Negative (angry). Review: 'Product works as described, delivered on time.' Sentiment: B"
• "Classify sentiment: A) Extremely Satisfied, B) Satisfied, C) Neutral, D) Dissatisfied, E) Extremely Dissatisfied. Survey response: 'I guess it's okay, not really what I expected though.' Sentiment: D"
• "Classify sentiment: A) Highly Engaged, B) Engaged, C) Neutral, D) Disengaged, E) Actively Negative. Email tone: 'Thanks for reaching out. I'd be interested in learning more about this.' Sentiment: B"
• "Classify sentiment: A) Very Positive (enthusiastic praise), B) Positive (satisfied), C) Neutral (factual), D) Negative (disappointed), E) Very Negative (angry). Review: 'Product works as described, delivered on time.' Sentiment: B"
• "Classify sentiment: A) Extremely Satisfied, B) Satisfied, C) Neutral, D) Dissatisfied, E) Extremely Dissatisfied. Survey response: 'I guess it's okay, not really what I expected though.' Sentiment: D"
• "Classify sentiment: A) Highly Engaged, B) Engaged, C) Neutral, D) Disengaged, E) Actively Negative. Email tone: 'Thanks for reaching out. I'd be interested in learning more about this.' Sentiment: B"
Template 4: Stage Identification
Best for: Determining position in a workflow or journey
Identify which stage this [item] is in:
Stages:
1) [Stage 1 name]: [Key characteristics]
2) [Stage 2 name]: [Key characteristics]
3) [Stage 3 name]: [Key characteristics]
4) [Stage 4 name]: [Key characteristics]
[Provide item details]
Select only the number of the current stage.
Examples:
• "Identify sales stage: 1) Awareness: just discovered us, 2) Consideration: evaluating options, 3) Decision: ready to buy, 4) Customer: already purchased. Prospect: 'Comparing your pricing with two competitors.' Stage: 2"
• "Identify project stage: 1) Planning: defining scope, 2) Development: building solution, 3) Testing: quality assurance, 4) Launch: going live. Project: 'Finalizing requirements document.' Stage: 1"
• "Identify customer journey: 1) Onboarding: first 30 days, 2) Adoption: actively using, 3) Growth: expanding usage, 4) Renewal: contract decision. Customer: Signed up 2 months ago, uses product weekly. Stage: 2"
• "Identify sales stage: 1) Awareness: just discovered us, 2) Consideration: evaluating options, 3) Decision: ready to buy, 4) Customer: already purchased. Prospect: 'Comparing your pricing with two competitors.' Stage: 2"
• "Identify project stage: 1) Planning: defining scope, 2) Development: building solution, 3) Testing: quality assurance, 4) Launch: going live. Project: 'Finalizing requirements document.' Stage: 1"
• "Identify customer journey: 1) Onboarding: first 30 days, 2) Adoption: actively using, 3) Growth: expanding usage, 4) Renewal: contract decision. Customer: Signed up 2 months ago, uses product weekly. Stage: 2"
Template 5: Best Action Selection
Best for: Choosing recommended next steps from options
Given this situation, select the BEST action:
A) [Action 1] - [When appropriate]
B) [Action 2] - [When appropriate]
C) [Action 3] - [When appropriate]
D) [Action 4] - [When appropriate]
Situation: [Describe the scenario]
Select only the letter of the best action.
Examples:
• "Select best action: A) Escalate to Manager (customer threatening legal action), B) Offer Refund (product defect), C) Provide Replacement (shipping damage), D) Offer Discount (minor inconvenience). Situation: 'Customer received product with scratched screen.' Action: C"
• "Select best action: A) Schedule Meeting (requires discussion), B) Send Email (needs documentation), C) Make Call (urgent update), D) Wait (not time-sensitive). Situation: 'Client asked for proposal modifications, needs answer by EOD.' Action: C"
• "Select best action: A) Approve Immediately (low risk), B) Request Additional Review (medium risk), C) Require Executive Approval (high risk), D) Deny (unacceptable risk). Request: Employee expense of $150 for client dinner. Action: A"
• "Select best action: A) Escalate to Manager (customer threatening legal action), B) Offer Refund (product defect), C) Provide Replacement (shipping damage), D) Offer Discount (minor inconvenience). Situation: 'Customer received product with scratched screen.' Action: C"
• "Select best action: A) Schedule Meeting (requires discussion), B) Send Email (needs documentation), C) Make Call (urgent update), D) Wait (not time-sensitive). Situation: 'Client asked for proposal modifications, needs answer by EOD.' Action: C"
• "Select best action: A) Approve Immediately (low risk), B) Request Additional Review (medium risk), C) Require Executive Approval (high risk), D) Deny (unacceptable risk). Request: Employee expense of $150 for client dinner. Action: A"
Pro Tips for Multiple-Choice Prompts
- Make options mutually exclusive: Each item should clearly belong to only one category
- Provide brief descriptions: Help AI understand what distinguishes each option
- Use consistent formatting: Letters or numbers for easy parsing and automation
- Include edge case guidance: Clarify how to handle borderline situations
- Test with known examples: Verify AI selects correctly before using at scale
Understanding the Fundamentals
Multiple-choice prompts work because of core AI principles:
- Controlled Pattern Space: By defining options up front, you constrain AI to select from your curated set rather than generating from its full training data
- Classification vs Generation: Selecting from options is easier and more reliable for AI than generating appropriate responses from scratch
- Consistency Through Constraints: Pre-defined options ensure standardized outputs across multiple prompts, unlike free-form generation which varies each time
Want to understand these concepts more deeply? Our Making AI Make Sense series breaks down how AI actually works.
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