Prompt Lab

The Prompt Lab is where you perfect an AI prompt before using it in bulk. Load a real product, write or tweak a prompt, and see the generated content side by side with the original. Nothing changes in your catalog until you choose to apply it, so you can experiment freely.

Use the Prompt Lab to get a prompt right once. Then save it to your library and reuse it across hundreds of products with consistent results.

WISEPIM Prompt Lab for testing and tuning AI enrichment prompts

The layout

The Prompt Lab has three panels:

Panel	What it shows
Original product (left)	The current product name and content. Your baseline for comparison.
AI enhanced product (right)	The AI-generated content. Updates each time you test.
Prompt configuration (bottom)	Where you write your prompt and choose the settings.

Test your first prompt

Load a product

Type a product SKU in the search field at the top right, then click Load Product. The product appears in the left panel.

Pick a product that already has a description. That gives you a clear before-and-after comparison.

Adjust the settings

Choose what to enrich, then set the industry, purpose, tone, and point of view. See Configuration options below.

Write or review the prompt

Start from the default prompt template, or write your own. Use variables like {{title}} to pull in real product data.

Test the prompt

Click Test Prompt. The generated content appears in the right panel in 30 to 60 seconds.

Compare and iterate

Check the result against the original. Change one setting, test again, and keep what works.

WISEPIM Prompt Lab testing a prompt on a real product with original and AI output side by side

Configuration options

The bottom panel controls how the AI writes. Set these before you test.

What to enrich

Field	Use it when
Description	You want compelling marketing copy or better existing descriptions.
Title	Product titles are generic and need SEO and appeal.
Attributes	You need consistent, standardized product specifications.

Industry

The industry tells the AI your market context, so it uses the right terminology and focuses on relevant features. Options include All Industries, Fashion and Apparel, Electronics, Home and Garden, Health and Beauty, Sports and Outdoors, Automotive, and more.

Prompt Lab load product interface showing product search and loading

Purpose

Purpose	Best for	Produces
Standard	Most product types	Well-rounded, informative content
SEO Optimized	Online catalogs and listings	Keyword-rich, search-friendly content
Marketing Copy	Product pages and promotions	Persuasive, conversion-focused content
Technical Specifications	B2B and complex products	Detailed, feature-focused content

Tone of voice

Tone	Best for
Professional	B2B products and professional services
Friendly	Consumer products and lifestyle brands
Enthusiastic	Sports, entertainment, youth products
Luxury	High-end products and premium brands
Technical	Technical products and professional tools

Point of view

Setting	Example	Best for
Second person	”You’ll love how versatile this is”	A personal, engaging tone
Third person	”This product offers exceptional versatility”	A neutral, professional tone

Advanced options

Turn on Include Specification Table to add a structured table of technical details. This works well for electronics, appliances, and other spec-heavy products.

Write effective prompts

A good prompt is specific. Tell the AI exactly what to create, how long it should be, and in what style. Add context about your brand and an example of the output you want.

Using variables

Variables pull real product data into your prompt at test time. Wrap each one in double braces:

Variable	Inserts
`{{title}}`	Product name or title
`{{description}}`	Current product description
`{{sku}}`	Product SKU
`{{category}}`	Product category
`{{attributes}}`	Product attributes

Example prompt:

Create a compelling description for {{title}}.

Current description: {{description}}

Focus on benefits and end with a call to action.

Prompt tips

Be specific. Define the length, format, and style you want.
Add structure. Use numbered steps or bullet points for multiple requirements.
Give context. Mention your brand voice and target audience.
Start simple. Begin with a basic prompt, then add detail as you test.

For brand-consistent results, complete your Knowledge Library first. The AI uses it to match your brand voice automatically.

Prompt Lab interface showing prompt writing and testing workflow

Save and reuse prompts

Once a prompt works well, save it so you never rewrite it.

Save a prompt

Test until it works

Confirm the prompt gives good results across a few different products.

Open the library

Click Explore Prompt Library to open the save dialog.

Add details

Give it a clear name, a description, and tags. Set the industry and purpose so you can find it later.

Save

Your prompt is stored in the Prompt Library for reuse.

Load an existing prompt

Click Load from Library, browse your saved prompts, and select one. All settings and prompt text load automatically, ready to test or modify.

Name prompts descriptively, like “Electronics SEO Description”. Add a version number when you make a major change.

Prompt Lab showing load prompt interface with prompt configuration options

From lab to bulk

Once a prompt is proven, use it to enrich your whole catalog.

Test across product types

Run the prompt on a few representative products from each category, including ones with minimal data.

Save the winners

Store the prompts that perform best in your library.

Run in bulk

Select a saved prompt in a bulk enrichment operation to apply it across many products at once.

Prompt Lab load prompt modal showing available prompts from library

Troubleshooting

No product found with that SKU

Check the SKU for typos or extra spaces, and confirm the product exists in your current project. Try a different SKU to test the search.

The content is too generic

Add more specific instructions to your prompt, name the unique selling points to highlight, and adjust the industry and purpose settings.

The content doesn't match my brand voice

Complete your Knowledge Library for better brand context. Add tone examples and brand-specific terms to your prompt, and adjust the tone setting.

The content is too long or too short

State the length you want in the prompt, using a word count or a number of paragraphs.

The test is taking a long time

AI generation usually takes 30 to 60 seconds, and complex prompts take longer. If there’s no response after 2 to 3 minutes or the test keeps timing out, contact support.

Prompt Library

Organize, reuse, and share your saved prompts.

Enriching products

Apply your tested prompts to products in bulk.

Knowledge Library

Give the AI your brand voice for on-brand results.

AI Chat

Generate and refine content in a conversation.

Get Started

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Settings

API Reference

The layout

Test your first prompt