PROMPT DESIGN LAB

Structured & Visual Prompting

Move from a simple question to a reusable business prompt, structured JSON instruction, visual workflow and eventually a bounded AI agent.

Normal Prompt

“Analyse payment failures.”

No business context. No evidence boundaries.

→
Structured Prompt

Role + Goal + Input + Rules + Output Schema

Reusable, auditable and ready for automation.

Choose how you want to learn

JSON

Structured JSON Prompts

20 practical D2C examples with realistic inputs, roles, rules, guardrails and output schemas.

Visual

Visual Prompt Guide

Understand prompt anatomy, agent workflows and payment RCA through simple diagrams.

Library

Prompt Workbench

Browse 2,196 practical prompts and curated packs across the ecommerce lifecycle.

From question to agent

QuestionWhat do I need?
Structured PromptContext + goal + evidence
JSONRepeatable schema
Visual FlowUnderstand decisions
ToolsAPI / RAG / systems
AgentBounded execution

Example: D2C payment failure

ContextFailure rate jumps
GoalFind likely causes
EvidenceGateway, method, release
RulesNo invented RCA
OutputHypotheses + checks
EscalateHuman decision