---
updatedAt: 2025-10-22T14:44:36.000Z
agentTools:
  projectIndex: https://developer.sovrn.com/llms.txt
---

# 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 Tool                                                                                                    | Description                                          |
| ------------------------------------------------------------------------------------------------------------ | ---------------------------------------------------- |
| [DEMO\_affiliate\_link\_converter](https://developer.sovrn.com/docs/mcp-demos#demo_affiliate_link_converter) | Convert a URL into a monetized affiliate link        |
| [DEMO\_affiliate\_link\_optimizer](https://developer.sovrn.com/docs/mcp-demos#demo_affiliate_link_optimizer) | Optimize existing content for affiliate monetization |
| [DEMO\_conversion\_maximizer](https://developer.sovrn.com/docs/mcp-demos#demo_conversion_maximizer)          | Recommend products that maximize conversions         |
| [DEMO\_deal\_alert\_content](https://developer.sovrn.com/docs/mcp-demos#demo_conversion_maximizer)           | Generate time-sensitive deal alerts                  |
| [DEMO\_price\_comparison\_guide](https://developer.sovrn.com/docs/mcp-demos#demo_price_comparison_guide)     | Compare product prices and create buyer guides       |
| [DEMO\_product\_roundup\_creator](https://developer.sovrn.com/docs/mcp-demos#demo_product_roundup_creator)   | Create “Best Of” or roundup content                  |
| [DEMO\_seasonal\_shopping\_guide](https://developer.sovrn.com/docs/mcp-demos#demo_seasonal_shopping_guide)   | Build timely event-based shopping guides             |
| [DEMO\_transaction\_reporting](https://developer.sovrn.com/docs/mcp-demos#demo_transaction_reporting)        | Generate 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

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