Prompt Card Template for Small Business AI

Small businesses often collect prompts in a spreadsheet, Slack thread, or note app. That works until somebody copies the wrong customer details, changes the tone, asks AI to decide something sensitive, or keeps using a prompt that now creates more editing work than it saves.

A prompt card is a one-page operating record for a reusable prompt. It turns a useful draft into a controlled workflow artifact the team can review, improve, or retire.

Rule: if a prompt is important enough to reuse, it is important enough to document.

Copy/paste artifact

Universal prompt card template

Prompt card for: [PROMPT_NAME]
Outcome: [WHAT THIS PROMPT SHOULD HELP PRODUCE]
Best fit: [ROLE / TASK / CUSTOMER SITUATION]
Do not use for: [SENSITIVE OR HIGH-RISK CASES]

Required inputs:
- [BUSINESS_NAME]
- [CUSTOMER_CONTEXT]
- [SOURCE_OF_TRUTH]
- [POLICIES]
- [TONE_GUIDE]
- [DO_NOT_CLAIM]

Prompt text:
[PASTE THE APPROVED PROMPT HERE]

Human review rule:
[WHO CHECKS FACTS, TONE, PRICING, COMPLIANCE, AND CUSTOMER-SPECIFIC DETAILS]

Approval owner: [APPROVAL_OWNER]
Risk level: [LOW / MEDIUM / HIGH]
KPI: [TIME SAVED / REPLY SPEED / EDITING EFFORT / ERROR REDUCTION]
Stop rule: [WHEN TO RETIRE OR ESCALATE THIS PROMPT]

Variable registry

Use consistent context variables

Most prompt problems come from vague context. Create a small registry so every saved prompt uses the same placeholders.

[BUSINESS_NAME] — the exact company or brand name to use.
[CUSTOMER_CONTEXT] — safe, relevant details from the customer message or job record.
[SOURCE_OF_TRUTH] — approved service page, policy, FAQ, estimate, menu, scope, or SOP.
[POLICIES] — refund, warranty, scheduling, safety, pricing, privacy, or escalation rules.
[TONE_GUIDE] — examples of language the team would actually send.
[DO_NOT_CLAIM] — facts, guarantees, prices, deadlines, credentials, or outcomes AI must not invent.
[APPROVAL_OWNER] — the person or role responsible for approving the final output.

For a fuller workflow, pair the prompt card with the AI SOP templates guide and the free 30-day AI rollout tracker.

Example

Prompt card example: review response draft

Outcome: draft a friendly review response for owner approval.

Do not use for: legal threats, safety complaints, discrimination claims, refund disputes, or private customer details.

Source of truth: approved service values, public review text, and owner notes. Do not invent discounts, warranties, or case details.

Human review rule: owner checks facts, customer privacy, tone, and any promised next step before posting.

Stop rule: retire if drafts require heavy rewrites three times in a row or create a customer-risk issue.