Demo prompts

These prebuilt demo prompts showcase how to combine Commerce MCP tools into useful content or data workflows.

Each DEMO_* tool represents a preconfigured workflow your assistant can run automatically using Commerce MCP resources.

Demo ToolDescription
DEMO_affiliate_link_converterConvert a URL into a monetized affiliate link
DEMO_affiliate_link_optimizerOptimize existing content for affiliate monetization
DEMO_conversion_maximizerRecommend products that maximize conversions
DEMO_deal_alert_contentGenerate time-sensitive deal alerts
DEMO_price_comparison_guideCompare product prices and create buyer guides
DEMO_product_roundup_creatorCreate “Best Of” or roundup content
DEMO_seasonal_shopping_guideBuild timely event-based shopping guides
DEMO_transaction_reportingGenerate transaction performance reports

DEMO_affiliate_link_converter

Tool: DEMO_affiliate_link_converter Goal: Convert {input_link} into an affiliate link with monetization insights.

Prompt Example:

Convert {input_link} into an affiliate link for {market}, optimized for {optimize_for}.

Workflow:

  1. Uses link tools to inspect {input_link} and determine affiliate eligibility.
  2. Generates an affiliate link if eligible.
  3. If not affiliateable, finds similar products with affiliate links.
  4. Returns monetization context (EPC, commission rate, geo availability).

Output Includes:

  • Affiliateable status (yes/no)
  • Affiliate link or recommended alternatives
  • Merchant performance context
  • Optimization recommendation

DEMO_affiliate_link_optimizer

Tool: DEMO_affiliate_link_optimizer Goal: Analyze and optimize an existing web page for affiliate monetization.

Prompt Example:

Optimize {content_url} for {optimization_goal}.

Workflow:

  1. Reads content at {content_url} to detect product mentions.
  2. Checks affiliate status using link_check_link.
  3. Finds alternatives for non-affiliatable links.
  4. Suggests monetization improvements (placement, disclosure, similar products).

Output Includes:

  • List of affiliateable and non-affiliateable URLs
  • Recommended replacements
  • Link placement and disclosure suggestions

DEMO_conversion_maximizer

Tool: DEMO_conversion_maximizer Goal: Identify high-conversion merchants and products to maximize EPC and ROI.

Prompt Example:

Recommend {top_n} {category} products with the highest EPC for {audience} during {event}.

Workflow:

  1. Analyzes recent transaction data (trx_Transactions, trx_Merchants).
  2. Finds merchants with strong conversion rates and EPC.
  3. Cross-references trending products using rec_recommend_products.
  4. Returns the top {top_n} recommendations with affiliate links.

Output Includes:

  • Merchant performance summary
  • Product recommendations
  • Conversion optimization rationale

DEMO_deal_alert_content

Tool: DEMO_deal_alert_content Goal: Create high-urgency deal alerts highlighting limited-time offers.

Prompt Example:

Create a {urgency_level} urgency {deal_type} alert for {products_focus}.

Workflow:

  1. Identifies products with price drops or promotions (comp_search_prices).
  2. Prioritizes high EPC or limited stock items.
  3. Generates alert-style content emphasizing urgency and savings.

Output Includes:

  • 3–5 active deals with pricing details
  • Affiliate links and urgency messaging
  • Recommended CTAs and timing

DEMO_price_comparison_guide

Tool: DEMO_price_comparison_guide Goal: Compare products across merchants to help readers find the best value.

Prompt Example:

Create a {guide_style} price comparison guide for {product_search} in {market}.

Workflow:

  1. Uses get_campaigns and comp_search_prices to gather data.
  2. Compares prices, shipping, and merchant reputation.
  3. Returns markdown-formatted comparison tables with affiliate links.

Output Includes:

  • Ranked product table with affiliate URLs
  • Best price and runner-up analysis
  • Clear disclosure and recommendation section

DEMO_product_roundup_creator

Tool: DEMO_product_roundup_creator Goal: Create editorial “Best Of” or roundup-style content for a product theme.

Prompt Example:

You are a {expertise_angle}. Write a roundup for {roundup_theme} featuring {num_products} products.

Workflow:

  1. Retrieves campaign data and searches for related products.
  2. Compares merchants and features using comp_search_prices.
  3. Generates editorial summaries for each product.

Output Includes:

  • SEO-optimized “roundup” format
  • Individual product summaries with prices and affiliate links
  • Buying guide recommendations

DEMO_seasonal_shopping_guide

Tool: DEMO_seasonal_shopping_guide Goal: Build seasonal or event-specific shopping guides with urgency.

Prompt Example:

Create a {season_event} shopping guide for {category} targeting {target_audience} under {budget_range}.

Workflow:

  1. Uses campaign and commerce search tools to find trending items.
  2. Filters by promotions, audience, and seasonality.
  3. Generates content with urgency and savings highlights.

Output Includes:

  • Curated list of products on sale
  • Seasonal copy and limited-time language
  • Affiliate disclosures and price highlights

DEMO_transaction_reporting

Tool: DEMO_transaction_reporting Goal: Generate data-driven performance summaries using transaction analytics.

Prompt Example:

Show the top {top_n} {entity} by {metric} over the last {date_range} for {campaigns}.

Workflow:

  1. Fetches data using trx_Transactions or related tools.
  2. Aggregates and ranks performance metrics.
  3. Returns tables with summary stats and trend analysis.

Output Includes:

  • Top-performing merchants, products, or campaigns
  • Comparative metrics over time
  • Key insights and recommendations