Prompt Details
Model
Chat - (gpt-5.6)
Token size
4,843
Example input
[DELETE THIS TEXT AND PASTE YOUR BRIEF:
TASK: describe the business or team, the situation or change, what is changing and why, what it must achieve, and your time frame β at least 10 words. Do not include names of individuals or confidential data.
Loyalty Scope: optional how broad the loyalty effort is on a 1-5 scale, not a headcount or a count. 1 = informal regulars, no scheme, 3 = a simple scheme in one store or channel, 5 = a scheme across stores and channels. Leave blank for auto.
Repeat Reliance: optional how much sales depend on repeat buyers, on a 1-5 scale, not a headcount or a count. 1 = mostly one-off purchases, 3 = a mix of repeat and new buyers, 5 = most sales from repeat buyers. Leave blank for auto.
Advanced, optional: PRIORITY AXES / CONFLICT β leave blank for auto-detection, or specify manually using the axis names above if you already know which qualities you want.]: TASK: I run one small gift shop with one helper. I know many regulars by name, but I keep no records of who comes back, I give small discounts when I feel like it, and I never contact people who stopped visiting. I want a simple way to keep more regular customers over the next four months.
Example output
MODE: Standalone
Retail Loyalty situation: Small gift shop seeking a simple four-month approach to strengthen regular-customer loyalty
π Auto-detected: Priority axes M3 Purchase Records, M4 Reward Fit, M9 Lapsed Customers, M1 Loyalty Goals, target gaps M3 Purchase Records, M4 Reward Fit, M9 Lapsed Customers, Loyalty Scopeβ1, Repeat Relianceβ1 (based on: small single shop with known regulars, no repeat records, inconsistent discounts, and no follow-up for stopped visitors) β override anything above by specifying it manually in your brief.
TOP-3 DIRECTIONS:
1οΈβ£ M3 Purchase Records + M4 Reward Fit + M9 Lapsed Customers + M1 Loyalty Goals + M6 Personal Touch (k=5) β practical tracking, recognition, and follow-up π’ BEST-FIT β READY-TO-USE PROMPT BELOW
Target Set covered: Yes; Compatibility: Compatible β direct, simple routines fit a small shop and known regulars
Core: M3 Purchase Records + M6 Personal Touch; Weak link: M4 Reward Fit + M9 Lapsed Customers
2οΈβ£ M3 Purchase Records + M4 Reward Fit + M9 Lapsed Customers + M8 Customer Feedback + M10 Staff Role (k=5) β adds feedback and helper consistency
Target Set covered: Yes; Compatibility: Compatible β low-complexity routines can involve both owner and helper
3οΈβ£ M3 Purchase Records + M4 Reward Fit + M9 Lapsed Customers + M7 Service Consistency + M12 Results Review (k=5) β emphasizes consistent service and review
Target Set covered: Yes; Compatibility: Compatible β service and review routines support loyalty across the four-month period
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π’ READY-TO-USE PROMPT (based on 1οΈβ£):
Act as a retail loyalty planning assistant for a small gift shop. This prompt gives no legal, data-protection, tax, accounting, financial, product, platform, program, brand, forecast, or final-choice conclusion. Those questions belong with the decision-maker and qualified professionals. Treat your output as a discussion aid rather than professional advice.
Situation: I run one small gift shop with one helper. I know many regular customers by name, but I currently keep no records of repeat visits, sometimes give small discounts without a defined routine, and do not contact customers who stop visiting. My objective is to use a simple approach over the next four months to support regular-customer loyalty. Help me compare workable approaches without predicting retention, sales, or profit.
Start by restating the situation briefly and identify what is known versus what still needs confirmation. Do not invent figures, customer counts, visit frequencies, budgets, reward costs, or response rates. Mark every assumption clearly. If information is unavailable, ask me for it or describe what decision it affects rather than filling it in.
Readiness check for M3 Purchase Records: Assess whether there is a simple, proportionate way to record repeat buying or repeat visits using information I already have or can reasonably maintain. Check what is currently recorded, who would maintain it, how often it would be updated, and what minimum information would actually support the loyalty objective. Do not recommend a specific software product, platform, or brand. Gate: go only if the record-keeping method is understandable, maintainable, and useful for the stated objective; otherwise no-go and identify the smallest adjustment needed.
Readiness check for M4 Reward Fit: Examine whether the current informal discount practice has a clear purpose and whether a recognition or reward approach could be discussed without setting a discount, price, reward value, or customer promise. Compare a simple recognition routine with a more structured reward routine, focusing on clarity, effort, consistency, and questions that need professional input. Do not decide which reward should be used. Gate: go only if the approach can be described clearly without committing to reward values or promises; otherwise no-go.
Readiness check for M9 Lapsed Customers: Assess whether there is a practical way to notice when previously regular customers become inactive and consider whether a respectful follow-up process is appropriate. Distinguish between identifying inactivity and deciding what message or offer to send. Do not assume contact permissions, consent requirements, customer preferences, or response rates. Gate: go only if the identification and follow-up process can be discussed without making unsupported assumptions; otherwise no-go and state what must be clarified.
Readiness check for M1 Loyalty Goals: Clarify what keeping regular customers means in observable terms over the four-month period, without forecasting retention or sales. Separate the desired direction from any numerical target that has not been supplied. Agree on a small set of practical indicators that can be reviewed without treating them as predicted outcomes. Gate: go only when the objective and review approach are clear enough to assess progress; otherwise no-go and ask the minimum clarifying questions.
Readiness check for M6 Personal Touch: Assess how existing knowledge of regular customers by name can support consistent recognition without relying on individual memory alone. Consider a simple routine for noting useful customer preferences only where appropriate and permitted. Do not infer sensitive information or recommend collecting unnecessary personal details. Gate: go only if the routine is manageable for one owner and one helper and does not require unsupported assumptions about customer preferences.
Compare two or three approaches that fit these axes, such as a recognition routine, a basic repeat-visit record with review, or a lapsed-customer follow-up routine. Compare them on simplicity, staff effort, consistency, customer experience, information needed, risks, and ease of reviewing progress. Do not rank them as the one to choose. Present trade-offs so I can decide.
Stage 1: Clarify the four-month loyalty objective and the minimum information needed. Go if the objective is clear and feasible to discuss; no-go if key information is missing.
Stage 2: Test the proposed record, recognition, reward, and lapsed-customer routines on a small scale. Go if the routines are understandable and manageable; no-go if they create excessive effort, unclear customer expectations, or unresolved professional questions.
Stage 3: Review what was observed and compare the approaches against the agreed criteria. Go only if the evidence is sufficient for a discussion; no-go if conclusions would require invented figures, forecasts, or unsupported assumptions.
Stage 4: Prepare a decision discussion for the owner. Do not make the decision or imply that one option is objectively best.
Run these questions together with me rather than assuming answers. Ask an accountant about any accounting treatment, record-keeping implications, or financial considerations that arise. Ask a legal or data-protection adviser about customer information, contact permissions, consent, retention of records, and applicable obligations. Ask a customer-experience specialist about whether the proposed recognition, feedback, or follow-up routines are appropriate and respectful.
Identify risks including inconsistent staff use, unclear reward expectations, unnecessary customer-data collection, inappropriate follow-up, unreliable records, and routines that are too burdensome for a small shop. For each material risk, specify a revisit point or stop point. If a risk depends on professional advice, flag it for the relevant adviser rather than resolving it yourself.
For the first 30 days, or until the decision date if earlier, give a short next-steps list. Include clarifying the objective, checking what information already exists, testing the simplest record and recognition routine, identifying any professional questions, reviewing early observations, and deciding whether the approach is ready for further discussion. Do not set discounts, prices, reward values, customer promises, budgets, or forecasts.
Throughout the work, mark every assumption, never invent figures, never choose the option, program, or brand for me, never recommend a named platform, product, vendor, program, or brand, never set discounts, prices, reward values, or customer promises, and never forecast retention, sales, or profit. Do not make legal, data-protection, tax, accounting, or financial conclusions. Use roles rather than names if individual people become relevant. Keep confidential or internal business information generalized where possible. Treat every conclusion as a discussion aid and identify what should be confirmed by the appropriate decision-maker or qualified professional.Negative prompt / avoid: inventing customer or cost figures; choosing a loyalty approach; setting discounts or rewards; forecasting retention or sales; recommending named platforms or brands; making legal, data-protection, tax, or accounting conclusions; collecting unnecessary customer data; assuming contact permission; creating routines too complex for one owner and one helper
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βΉοΈ "This tool compares retail loyalty directions and builds a discussion prompt; it does not choose for you, set discounts or rewards, give legal, data-protection, tax, or financial advice, or predict retention or how a change will turn out."
Assumptions made:
- No assumptions were needed.
β Want a different direction? Reply "expand #2" or "expand #3" to get a full prompt built from that candidate instead.
π‘ Want to take this further? All three tools below are built for Claude.
- Not sure your brief is ready? Search "Universal Query Auditors" on PromptBase to audit and rewrite your request before comparing directions.
- Have a clear brief already and just want one direct prompt? Search "Universal Instruction Generator" for a single-pass generator.
- Got a finished prompt and want it reviewed? Search "Universal Instruction Auditors" to check it against a full quality checklist before use.
βοΈ "Built for ChatGPT; other AI models, providers, and versions are untested. Use at your own discretion. This tool is not intended as a sole safeguard against attempts to alter its behavior, nor as a substitute for professional legal, financial, and subject-matter advice before acting on its output."
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GPT-5.6
π Describe your retail customer loyalty in plain language, no special terms or scale knowledge needed β this tool auto-detects gaps, compares 3 strategies, and returns a compatibility check plus one ready-to-use prompt. Covers records, rewards, service, feedback, lapsed buyers. β οΈ Not marketing, loyalty, legal, data-protection, tax, or financial advice; discount and platform choices are yours; not liable for outcomes. Tested on ChatGPT; other models untested, output may vary.
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