Prompt Details
Model
Chat - (gpt-5.6)
Token size
3,057
Example input
[Provide any available information or material about the product, such as product information, product photo, product screenshot, marketplace screenshot, product description, product document, product link, or existing product listing.]: Product: 750 ml stainless steel water bottle. Material: Stainless steel. Capacity: 750 ml. Features: - Double-wall construction - Screw cap - Reusable - Suitable for cold and hot beverages Product color: Matte black.
[Optional — provide the existing marketplace title, description, bullet points, FAQ, or other marketplace content if available.]: Title: Best and Durable 750ml Stainless Steel Water Bottle Description: Premium water bottle of the highest quality. Perfect for sports, travel, the office, and daily activities. Keeps drinks cold for up to 24 hours and hot for up to 12 hours. Elegant and leak-proof design.
[Optional — specify the marketplace if known.]: Shopee
[Optional — describe what you want to create, evaluate, improve, or optimize.]: Evaluate the current marketplace content and build a better Content Direction based on the verified product information.
[Optional — provide any additional relevant information.]: No laboratory test or official temperature retention specification is available. The user does not need to complete every field. Use only the information that is available. Do not ask the user to provide missing information if a useful Content Direction can already be built from the available evidence.
Example output
# CONTENT ASSESSMENT
## What Is Already Clear
* **Product identity:** botol minum stainless steel.
* **Capacity:** 750 ml.
* **Material:** stainless steel.
* **Color:** matte black.
* **Features:** double wall construction, screw cap, reusable, suitable for cold and hot beverages.
* Current title already communicates the basic product type, material, and capacity.
* Current description already mentions several relevant use contexts: olahraga, perjalanan, kantor, dan aktivitas sehari-hari.
## What Should Be Improved
1. **Remove unsupported quality claims**
* “Terbaik”
* “premium”
* “kualitas terbaik”
* “desain elegan”
These are not established by the available product evidence.
2. **Remove unsupported temperature-retention claims**
* “Menjaga minuman tetap dingin hingga 24 jam”
* “panas hingga 12 jam”
No laboratory test or official specification is available to verify these numerical claims.
3. **Remove unsupported “anti bocor” claim**
* Screw cap is verified, but a screw cap alone does not establish that the bottle is leak-proof.
4. **Prioritize verified product characteristics**
* Stainless steel
* 750 ml
* Double wall construction
* Screw cap
* Reusable
* Suitable for cold and hot beverages
* Matte black
5. **Make the information hierarchy more buyer-oriented**
* Product identity and capacity should appear immediately.
* Core construction and closure should follow.
* Suitability for cold/hot beverages can then be explained without adding unsupported performance guarantees.
---
# CONTENT OBJECTIVE
Help Shopee buyers understand the product quickly as a **750 ml matte black stainless steel reusable bottle with double wall construction and screw cap**, while clearly communicating its verified characteristics without unsupported durability, leak-proof, or temperature-retention claims.
---
# HEADLINE DIRECTION
## Objective
Identify the product immediately and communicate the most important verified attributes.
## Direction
Prioritize:
**Product type → material → capacity → relevant verified characteristic**
A suitable direction is:
**Botol Minum Stainless Steel 750 ml Matte Black Double Wall**
Avoid using “terbaik”, “premium”, “tahan lama”, or other superiority claims unless additional evidence supports them.
---
# OPENING CONTENT DIRECTION
## Objective
Allow buyers to understand the product within the first sentence or two.
## Direction
The opening should immediately state:
1. What the product is.
2. Its material.
3. Its capacity.
4. Its color.
5. Its key construction.
6. Its intended beverage suitability.
The opening should not begin with promotional language such as “premium”, “terbaik”, or “kualitas terbaik”.
---
# FEATURE HIGHLIGHTS
Prioritize the features according to buyer information value:
### 1. Stainless Steel
Communicate the verified material directly.
### 2. 750 ml Capacity
Make the capacity highly visible because it is an important purchasing specification.
### 3. Double Wall Construction
Explain this as a verified product construction feature. Do not automatically convert it into a specific temperature-retention duration.
### 4. Screw Cap
State the closure type clearly. Do not describe it as “anti bocor” because leak-proof performance is **Not Verified**.
### 5. Reusable
Communicate that the product is designed for repeated use, based on the provided evidence.
### 6. Suitable for Cold and Hot Beverages
State the verified suitability without adding unsupported temperature limits or retention duration.
### 7. Matte Black
Use as a clear product identification attribute.
---
# PRODUCT EXPLANATION
The product explanation should follow a simple information sequence:
**Product identity → core specifications → construction → closure → beverage suitability → reusable characteristic → color**
Recommended explanation direction:
* Introduce the item as a 750 ml stainless steel drinking bottle.
* State that it has a double wall construction.
* Identify the screw cap.
* Explain that it is reusable.
* State that it is suitable for cold and hot beverages.
* Close with the verified color information: matte black.
Do not introduce:
* 24-hour cold retention
* 12-hour hot retention
* leak-proof performance
* durability guarantees
* premium quality
* superiority over other bottles
unless new evidence verifies those claims.
---
# SPECIFICATION DIRECTION
| Specification | Verified Information |
| ---------------------- | ---------------------- |
| Product type | Botol minum |
| Material | Stainless steel |
| Capacity | 750 ml |
| Construction | Double wall |
| Cap / closure | Screw cap |
| Reusable | Yes |
| Beverage suitability | Cold and hot beverages |
| Color | Matte black |
| Temperature retention | **Not Verified** |
| Leak-proof performance | **Not Verified** |
| Durability / lifespan | **Not Verified** |
Only the verified specifications should be presented as product facts.
---
# BENEFIT HIERARCHY
### Priority 1 — 750 ml Capacity
Helps buyers immediately understand the product size/capacity.
### Priority 2 — Double Wall Construction
Relevant because it describes how the bottle is constructed. Avoid attaching unsupported performance duration.
### Priority 3 — Suitable for Cold and Hot Beverages
Useful for communicating the types of beverages supported by the provided evidence.
### Priority 4 — Reusable
Communicates the intended repeated-use characteristic.
### Priority 5 — Screw Cap
Useful as a practical product characteristic, without claiming leak-proof performance.
### Priority 6 — Matte Black Appearance
Useful primarily for product identification and buyer expectation.
**Important:** “Tahan lama” should not be treated as a verified benefit because no durability evidence was provided.
---
# FAQ DIRECTION
FAQ is relevant for clarifying specifications that buyers may reasonably want to know.
### Q: Berapa kapasitas botol ini?
**Answer direction:** 750 ml.
### Q: Material botol ini apa?
**Answer direction:** Stainless steel.
### Q: Apakah botol dapat digunakan untuk minuman dingin dan panas?
**Answer direction:** Ya, berdasarkan informasi produk, botol cocok untuk minuman dingin dan panas.
### Q: Apakah botol ini dapat digunakan kembali?
**Answer direction:** Ya, produk merupakan botol reusable.
### Q: Apakah botol ini anti bocor?
**Answer direction:** **Not Verified.** Informasi yang tersedia hanya menyebutkan penggunaan screw cap dan tidak menyediakan spesifikasi resmi mengenai performa anti bocor.
### Q: Berapa lama minuman tetap dingin atau panas?
**Answer direction:** **Not Verified.** Tidak tersedia hasil pengujian laboratorium atau spesifikasi resmi mengenai durasi retensi suhu.
---
# WRITING STYLE
Gunakan gaya:
* Jelas
* Ringkas
* Informatif
* Natural
* Mudah dipindai
* Berorientasi pada informasi produk
* Tidak berlebihan secara promosi
* Konsisten dalam penggunaan istilah
Hindari:
* Superlatif tanpa bukti
* Klaim kualitas absolut
* Klaim performa numerik
* Jaminan hasil
* Bahasa hiperbolis
* Pengulangan informasi yang sama
---
# CONTENT STRUCTURE
Recommended hierarchy:
1. **Product identification**
* Botol minum stainless steel 750 ml.
2. **Key characteristics**
* Double wall
* Screw cap
* Reusable
* Suitable for cold and hot beverages
3. **Product specifications**
* Material
* Capacity
* Color
* Construction
* Closure
4. **Usage suitability**
* Cold beverages
* Hot beverages
5. **Important limitations / unverified information**
* Temperature retention duration: Not Verified
* Leak-proof performance: Not Verified
This structure allows buyers to understand the product before encountering secondary information.
---
# CTA DIRECTION
CTA is optional.
If used, keep it neutral and product-oriented. The CTA should encourage buyers to review the available specifications or choose the product based on their needs.
Avoid:
* “Beli sekarang sebelum kehabisan”
* “Dijamin awet”
* “Pasti tidak bocor”
* “Wajib punya”
* “Terbaik di kelasnya”
because these introduce unsupported urgency, guarantees, or superiority claims.
---
# CONTENT CONSISTENCY
The final content should maintain the following terminology consistently:
* **Product:** Botol minum stainless steel
* **Capacity:** 750 ml
* **Material:** Stainless steel
* **Construction:** Double wall
* **Closure:** Screw cap
* **Usage characteristic:** Reusable
* **Beverage suitability:** Cold and hot beverages
* **Color:** Matte black
The following claims must **not** appear as verified facts:
* Tahan lama
* Premium
* Kualitas terbaik
* Terbaik
* Anti bocor
* Dingin hingga 24 jam
* Panas hingga 12 jam
* Jaminan performa tertentu
There is no available visual evidence in the provided input that needs to be reconciled against the written content.
---
# CONTENT IMPROVEMENT CHECKLIST
* [ ] Replace the current title's “Terbaik dan Tahan Lama” with verified product attributes.
* [ ] Remove “premium” and “kualitas terbaik” from the description.
* [ ] Remove the unsupported 24-hour cold-retention claim.
* [ ] Remove the unsupported 12-hour hot-retention claim.
* [ ] Remove “anti bocor” unless leak-proof performance is independently verified.
* [ ] Put “750 ml” and “stainless steel” near the beginning of the content.
* [ ] Highlight double wall construction as a product feature without assigning unsupported performance results.
* [ ] Clearly communicate screw cap, reusable construction, and suitability for cold and hot beverages.
* [ ] State matte black consistently as the product color.
* [ ] Mark temperature-retention duration and leak-proof performance as **Not Verified** when those topics arise.
---
# IMPLEMENTATION
## Recommended Production Target
* **Marketplace Admin**
* **Content Writer**
Graphic Designer is not required for this Content Direction because no visual-content modification was requested and no current visual evidence was provided.
## Implementation Guide
### Marketplace Admin
Apply the verified information to the relevant product information fields:
* Product Title
* Product Description
* Product Highlights / key product information
* Product Information / Specifications
* FAQ, if available
### Content Writer
Rewrite the current description around verified product information rather than promotional claims.
The writer should follow:
**Identify → Specify → Explain features → State suitability → Clarify limitations where relevant**
### Content principle
If a claim cannot be traced to the provided product evidence, do not add it merely to increase persuasiveness.
---
# MARKETPLACE IMPLEMENTATION
| Content Component | Recommended Implementation |
| ----------------------- | ----------------------------------------------- |
| Headline Direction | Product Title |
| Opening Content | Beginning of Product Description |
| Feature Highlights | Product Highlights / Product Description |
| Product Explanation | Product Description |
| Specification Direction | Product Information / Specifications |
| Benefit Hierarchy | Product Description / Highlights |
| FAQ Direction | FAQ, if available |
| CTA Direction | End of Product Description, only if appropriate |
No specific Shopee field names, character limits, ranking behavior, or algorithm requirements are assumed because they are not part of the provided evidence.
---
# FINAL VALIDATION
**Status: Ready for Content Direction implementation with evidence limitations identified.**
* ✓ Product identity preserved.
* ✓ Material verified.
* ✓ Capacity verified.
* ✓ Color verified.
* ✓ Double wall construction verified.
* ✓ Screw cap verified.
* ✓ Reusable characteristic verified.
* ✓ Cold/hot beverage suitability verified.
* ✓ Unsupported 24/12-hour temperature claims removed.
* ✓ Unsupported anti-leak claim identified.
* ✓ Unsupported “best”, “premium”, and “durable” claims identified.
* ✓ No new specifications invented.
* ✓ Buyer information prioritized.
* ✓ Information hierarchy is scannable.
* ✓ Recommended components remain internally consistent.
* ✓ Marketplace-specific assumptions avoided.
* ✓ Missing performance information explicitly identified.
* ✓ Direction can be applied to marketplace content production.
**Core Content Direction:** communicate the product as a **750 ml matte black stainless steel reusable bottle with double wall construction and screw cap, suitable for cold and hot beverages**, without claiming specific temperature-retention duration, leak-proof performance, superior quality, or durability that cannot currently be verified.
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GPT-5.6
Build evidence-based marketplace content directions from product information, existing listings, visuals, and marketplace context. This framework helps structure buyer-focused content while preventing unsupported claims, contradictions, and invented product information.
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