Claude Skill

amazon-ads

Plan and create Amazon Sponsored Products campaigns end-to-end via the Hyper MCP. Use when the user wants to launch Amazon Ads, set up Sponsored Products, manage keyword targeting and bids, configure ASIN or category product targeting, add negative keywords, automate budget rules

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Download hyperfx-ai-marketing-skills-skills_amazon-ads-abd711a.zip · 6 KB
Part of hyperfx-ai/marketing-skills — 30 skills

Install

skills CLI npx skills add https://github.com/hyperfx-ai/marketing-skills/tree/main/skills/amazon-ads
Claude Code claude plugin marketplace add https://llmmart.ai/marketplace.json && claude plugin install hyperfx-ai-marketing-skills@llmmart
Git git clone https://github.com/hyperfx-ai/marketing-skills.git

The skills CLI installs just this skill, for any of its supported agents. Claude Code installs the whole hyperfx-ai/marketing-skills collection as a plugin from our marketplace. Git is the plain clone.

Skill manifest

Amazon Ads

Strategic guide for managing Amazon Ads Sponsored Products campaigns. Research first, validate products, optimize for ACoS targets.

Requirements

If search("amazon_ads_profiles_list") does not find amazon_ads_profiles_list, stop and tell the user to enable Hyper MCP and connect Amazon Ads.

How to run the tools in this skill

Every tool in this skill is named by its canonical tool name. Run it with the call your surface gives you:

Surface Find a tool Run it
MCP client (Claude, Cursor, Codex, ChatGPT) search("<what you want to do>"), then describe("<name>") call("<name>", {...})
Hyper CLI hyperai search "<what you want to do>", then hyperai describe <name> hyperai call <name> --json '{...}'

If a tool is not found, its integration is not connected or not enabled for the workspace: stop and tell the user which integration to connect.

Out of scope — defer to other skills

  • Creative generation (product imagery, copy) → ad-creative-generation / image-generation.
  • Cross-platform campaign launches → use this skill for Amazon, then invoke meta-ads / google-ads separately.

Tool surface

Tool Purpose
amazon_ads_profiles_list, amazon_ads_health_check Profile discovery + integration health.
amazon_ads_campaigns_list, amazon_ads_campaigns_create, amazon_ads_campaigns_update Campaign lifecycle.
amazon_ads_ad_groups_create, amazon_ads_product_ads_create Ad group + product ad creation.
amazon_ads_keywords_create, amazon_ads_negative_keywords_create, amazon_ads_campaign_negative_keywords_create Keyword targeting.
amazon_ads_product_targets_create, amazon_ads_negative_product_targets_create Product (ASIN/category) targeting.
amazon_ads_budget_rules_create, amazon_ads_budget_rules_list Budget automation.
amazon_ads_reports_create, amazon_ads_reports_status_get Performance reporting.
amazon_ads_bid_recommendations_get Theme-based bid recommendations.

Critical Rules

CRITICAL: Keyword, negative keyword, product ad, and product target operations require BOTH ad_group_id AND campaign_id. Omitting campaign_id causes validation errors.

CRITICAL: Keywords and product targets cannot coexist in the same ad group. Choose one targeting type per ad group.

CRITICAL: AUTO campaigns only allow negative keywords and negative product targets. Positive keywords and product targets are rejected.

CRITICAL: Campaign dates use YYYY-MM-DD format. Budget rule dates use YYYYMMDD format. Do not mix these up.

CRITICAL: Create campaigns with state "PAUSED". Never launch live without user review.

CRITICAL: Negative product targets only support ASIN_SAME_AS and ASIN_BRAND_SAME_AS expressions. Category exclusions are not supported.

CRITICAL: All enum values must be UPPERCASE: PAUSED, ENABLED, BROAD, PHRASE, EXACT, NEGATIVE_EXACT, NEGATIVE_PHRASE, MANUAL, AUTO.

IMPORTANT: Portfolio operations return 404 for vendor accounts. Use campaign-level management instead.

IMPORTANT: Budget rule listing may return empty even after successful creation. Track rule IDs from creation responses.

IMPORTANT: All budgets are in dollars (not cents, not micros). $25 daily budget = 25.

Core process

Discovery → Research (products + keywords) → Strategy (auto vs manual) → Approve Summary → Create (PAUSED) → Add Keywords/Products → Add Negatives → Test (1–3 days) → Optimize → Activate only with user approval.

All reference files live in references/. Read them at references/<file> (e.g. references/discovery.md).

Routing table

The user wants to… Read these files first
Launch a Sponsored Products campaign references/discovery.md → references/campaign-creation.md
Add keywords / negatives / product targets to an existing campaign references/campaign-creation.md
Automate budgets (schedule or performance rules) references/budget-rules.md
Analyze performance / ACoS / search terms references/reporting.md
Get bid recommendations references/reporting.md
Work across marketplaces (multi-profile) references/reporting.md
Goal not yet clear references/discovery.md — discovery clarifies the goal

Campaign Statuses

  • PAUSED: Created but not live (safe default).
  • ENABLED: Running and spending budget.
  • ARCHIVED: Deleted (cannot be restored).

Known Limitations

Issue Workaround
Portfolio operations return 404 (vendor) Use campaign-level grouping + naming conventions.
Budget rule listing may return empty Track rule IDs from creation responses.
Category recommendations may fail (500) Use manual research or dashboard.

Safety Rules

Never:

  • Assume ASINs or keywords — always ask.
  • Skip the research/audit phase.
  • Create campaigns without explicit approval.
  • Set campaigns to ENABLED without user consent.
  • Ignore ACoS targets when recommending bids.
  • Add products the user hasn't confirmed.
  • Mix keywords and product targets in the same ad group.
  • Omit campaign_id from keyword/product operations.
Files (marketing-skills)
  • references
    • budget-rules.md 897 B
      # Amazon Ads: Budget Rules & Automation
      
      ## Phase 6: Budget Rules & Automation
      
      ### Schedule-Based Rules
      
      Auto-increase budget on specific dates:
      
      ```
      amazon_ads_budget_rules_create(
          profile_id=PROFILE_ID,
          campaign_id=CAMPAIGN_ID,
          rule_type="SCHEDULE",
          name="Holiday Boost",
          budget_increase_percent=50,
          start_date="20261201",
          end_date="20261225"
      )
      ```
      
      ### Performance-Based Rules
      
      Auto-increase budget when metrics are met:
      
      ```
      amazon_ads_budget_rules_create(
          profile_id=PROFILE_ID,
          campaign_id=CAMPAIGN_ID,
          rule_type="PERFORMANCE",
          name="High ROAS Rule",
          budget_increase_percent=25,
          performance_metric="ROAS",
          comparison_operator="GREATER_THAN_OR_EQUAL_TO",
          threshold=5.0,
          start_date="20260301"
      )
      ```
      
      Performance metrics: `ACOS`, `CTR`, `CVR`, `ROAS`.
      
      > **CRITICAL**: Budget rule dates use `YYYYMMDD` format (not `YYYY-MM-DD`).
      
    • campaign-creation.md 3.8 KB
      # Amazon Ads: Campaign Structure & Creation
      
      Read [discovery.md](discovery.md) first — product research and the approved pre-creation summary are prerequisites.
      
      ## Phase 3: Campaign Structure
      
      ### Recommended Structure
      
      ```
      Campaign (targeting type: MANUAL or AUTO)
      └── Ad Group (default bid)
          ├── Product Ads (ASINs)
          ├── Keywords (MANUAL campaigns only)
          └── Product Targets (MANUAL campaigns only, mutually exclusive with keywords)
      ```
      
      ### Structure Decision Tree
      
      ```
      AUTO Campaign:
        → Single campaign
        → Single ad group (broad matching)
        → Add product ads (ASINs)
        → Campaign-level negative keywords
        → Let Amazon optimize
      
      MANUAL Campaign:
        → Separate ad groups by targeting theme
        → Each ad group: keywords OR product targets (not both)
        → Specific bids per keyword/target
        → Campaign and ad-group level negatives
      ```
      
      ### Best Practices
      - Separate auto and manual campaigns.
      - Group related ASINs in the same ad group.
      - Use EXACT match for high-intent keywords.
      - Add negatives at campaign level for broad exclusions.
      - Start with conservative bids and increase based on ACoS data.
      
      ## Phase 4: Pre-Creation Summary (Must Be Approved)
      
      ```
      Campaign Strategy for [Product/Brand]
      
      Profile: [profileId] ([marketplace])
      Account Type: [seller/vendor]
      ASINs: [list]
      Target ACoS: [X]%
      Daily Budget: $[X]
      Targeting: [AUTO/MANUAL/both]
      Bidding Strategy: [strategy]
      Keywords: [count] across [match types]
      Negatives: [count] terms excluded
      
      Approve to proceed?
      ```
      
      Wait for explicit approval.
      
      ## Phase 5: Campaign Creation
      
      ### 1. Create Campaign
      ```
      amazon_ads_campaigns_create(
          profile_id=PROFILE_ID,
          name="SP - Manual - [Product]",
          targeting_type="MANUAL",
          daily_budget=25,
          start_date="2026-03-01",
          state="PAUSED",
          bidding_strategy="legacy_for_sales"
      )
      ```
      Returns: `campaignId`.
      
      ### 2. Create Ad Group
      ```
      amazon_ads_ad_groups_create(
          profile_id=PROFILE_ID,
          campaign_id=CAMPAIGN_ID,
          name="[Product] - Exact Keywords",
          default_bid=0.75,
          state="PAUSED"
      )
      ```
      Returns: `adGroupId`.
      
      ### 3. Add Product Ads
      ```
      amazon_ads_product_ads_create(
          profile_id=PROFILE_ID,
          ad_group_id=AD_GROUP_ID,
          campaign_id=CAMPAIGN_ID,
          asin="B0XXXXXXXXX",
          state="PAUSED"
      )
      ```
      
      ### 4. Add Keywords (MANUAL campaigns only)
      ```
      amazon_ads_keywords_create(
          profile_id=PROFILE_ID,
          ad_group_id=AD_GROUP_ID,
          campaign_id=CAMPAIGN_ID,
          keyword_text="wireless earbuds",
          match_type="EXACT",
          bid=0.85
      )
      ```
      
      ### 5. Add Negative Keywords (Campaign Level)
      ```
      amazon_ads_campaign_negative_keywords_create(
          profile_id=PROFILE_ID,
          campaign_id=CAMPAIGN_ID,
          keyword_text="cheap",
          match_type="NEGATIVE_PHRASE"
      )
      ```
      
      ### 6. Add Negative Keywords (Ad Group Level)
      ```
      amazon_ads_negative_keywords_create(
          profile_id=PROFILE_ID,
          ad_group_id=AD_GROUP_ID,
          campaign_id=CAMPAIGN_ID,
          keyword_text="refurbished",
          match_type="NEGATIVE_EXACT"
      )
      ```
      
      ### 7. Product Targeting (alternative to keywords — separate ad group)
      ```
      amazon_ads_product_targets_create(
          profile_id=PROFILE_ID,
          ad_group_id=AD_GROUP_ID,
          campaign_id=CAMPAIGN_ID,
          expression=[{"type": "ASIN_SAME_AS", "value": "B0COMPETITOR"}],
          bid=0.60,
          state="PAUSED"
      )
      ```
      
      Available expression types:
      - `ASIN_SAME_AS`: target a specific ASIN.
      - `ASIN_CATEGORY_SAME_AS`: target an entire category.
      - `ASIN_BRAND_SAME_AS`: target a brand (requires numeric brand ID).
      
      ### 8. Negative Product Targets (Ad Group Level)
      ```
      amazon_ads_negative_product_targets_create(
          profile_id=PROFILE_ID,
          ad_group_id=AD_GROUP_ID,
          campaign_id=CAMPAIGN_ID,
          expression=[{"type": "ASIN_SAME_AS", "value": "B0EXCLUDE"}],
          state="ENABLED"
      )
      ```
      
      Only `ASIN_SAME_AS` and `ASIN_BRAND_SAME_AS` are supported for negative targets.
      
    • discovery.md 1.6 KB
      # Amazon Ads: Profile Discovery & Account Assessment
      
      ## Phase 1: Profile Discovery
      
      Call `amazon_ads_profiles_list()` to list advertising profiles.
      
      - Each profile corresponds to a marketplace (US, BR, CA, MX, UK, DE, JP, etc.).
      - Profiles are either **seller** or **vendor** type.
      - If multiple: ask the user which marketplace to focus on.
      - If single: inform the user and proceed.
      - Note the `profileId` — it's required for every subsequent API call.
      
      **Health Check**: Call `amazon_ads_health_check()` to verify OAuth tokens, profile access, and billing status.
      
      ## Phase 2: Account Assessment
      
      ### Existing Campaign Audit
      ```
      amazon_ads_campaigns_list(profile_id=PROFILE_ID)
      ```
      Review active campaigns, budgets, and targeting types (auto vs manual).
      
      ### Product Research
      - Get the ASINs the user wants to advertise (real ASINs only — never invent them).
      - Ask about product category, price point, and margins.
      - Calculate target ACoS: `(ad spend / ad revenue) × 100`.
      - Understand the competitive landscape.
      
      ### Keyword Research
      - Review search term reports from existing campaigns.
      - Identify high-performing keywords.
      - Plan match types: EXACT for proven terms, PHRASE for discovery, BROAD for expansion.
      - Identify negative keywords to exclude.
      
      ### Bid Strategy
      Ask about budget and goals:
      - `LEGACY_FOR_SALES` (default): Amazon lowers bids when less likely to convert.
      - `AUTO_FOR_SALES`: Dynamic bids, up and down.
      - `MANUAL`: Full control over bid amounts.
      
      ### Confirm Criticals
      - Daily budget.
      - Target ACoS.
      - ASINs to advertise.
      - Target marketplace(s).
      - Auto vs manual targeting preference.
      
    • reporting.md 2.5 KB
      # Amazon Ads: Reporting, Bid Recommendations & Multi-Profile
      
      ## Reporting & Analysis
      
      ### Create Performance Report
      ```
      amazon_ads_reports_create(
          profile_id=PROFILE_ID,
          report_type="spCampaigns",
          columns=["impressions", "clicks", "cost", "spend"],
          start_date="2026-02-01",
          end_date="2026-02-28",
          group_by=["campaign"],
          time_unit="SUMMARY"
      )
      ```
      
      ### Check Report Status
      ```
      amazon_ads_reports_status_get(profile_id=PROFILE_ID, report_id=REPORT_ID)
      ```
      
      Reports are async. Status transitions: PENDING → PROCESSING → COMPLETED.
      
      ### Report Types
      | Type | Description |
      | --- | --- |
      | `spCampaigns` | Campaign-level metrics. |
      | `spAdGroups` | Ad group-level metrics. |
      | `spAdvertisedProduct` | ASIN-level metrics. |
      | `spTargeting` | Keyword/target metrics. |
      | `spSearchTerm` | Search term report. |
      
      ### Report Configuration
      - `group_by` is **required**: `campaign`, `adGroup`, or `campaignPlacement`.
      - Valid columns include: `impressions`, `clicks`, `cost`, `spend`, `sales7d`, `purchases7d`, `unitsSoldClicks7d`, `clickThroughRate`, `costPerClick`.
      - Columns like `campaignId` and `campaignName` are **not allowed** in the columns list.
      
      ### Key Metrics
      | Metric | Formula |
      | --- | --- |
      | ACoS | ad spend / ad revenue × 100 |
      | ROAS | ad revenue / ad spend |
      | TACoS | ad spend / total revenue × 100 |
      | CTR | clicks / impressions × 100 |
      | CPC | cost / clicks |
      | CVR | orders / clicks × 100 |
      
      ## Bid Recommendations
      
      Get theme-based bid recommendations for an existing ad group:
      
      ```
      amazon_ads_bid_recommendations_get(
          profile_id=PROFILE_ID,
          campaign_id=CAMPAIGN_ID,
          ad_group_id=AD_GROUP_ID,
          targeting_expressions=[
              {"type": "KEYWORD_BROAD_MATCH", "value": "wireless earbuds"},
              {"type": "KEYWORD_EXACT_MATCH", "value": "bluetooth headphones"},
              {"type": "CLOSE_MATCH"},
              {"type": "LOOSE_MATCH"}
          ]
      )
      ```
      
      Available targeting expression types:
      - `CLOSE_MATCH`, `LOOSE_MATCH`, `SUBSTITUTES`, `COMPLEMENTS` (auto targeting).
      - `KEYWORD_BROAD_MATCH`, `KEYWORD_EXACT_MATCH`, `KEYWORD_PHRASE_MATCH` (keyword targeting).
      
      ## Multi-Profile Management
      
      Amazon Ads supports multiple profiles per integration:
      - US (USD) — primary marketplace.
      - Brazil (BRL) — regional expansion.
      - Canada (CAD) — North America.
      - Mexico (MXN) — regional expansion.
      
      **Cross-Profile Strategy**:
      - Create similar campaigns on high-performing profiles.
      - Adjust bids by marketplace (currency and competition differ).
      - Track unified ROI by aggregating per-profile reports in chat.
      
  • SKILL.md 6.2 KB
    ---
    name: amazon-ads
    description: Plan and create Amazon Sponsored Products campaigns end-to-end via the Hyper MCP. Use when the user wants to launch Amazon Ads, set up Sponsored Products, manage keyword targeting and bids, configure ASIN or category product targeting, add negative keywords, automate budget rules, analyze ACoS / ROAS, or generate Sponsored Products reports. Also triggers on amazon ppc, amazon campaign, amazon keywords, or amazon report.
    requires_toolkits:
      - amazon_ads
    icon: amazon_ads
    short_description: Plan and create Amazon Sponsored Products campaigns with targeting and budget rules.
    ---
    
    # Amazon Ads
    
    Strategic guide for managing Amazon Ads Sponsored Products campaigns. Research first, validate products, optimize for ACoS targets.
    
    ## Requirements
    
    - **Hyper MCP installed and connected.** [https://app.hyperfx.ai/mcp](https://app.hyperfx.ai/mcp)
    - **Amazon Ads integration connected** at [https://app.hyperfx.ai/apps](https://app.hyperfx.ai/apps).
    
    If `search("amazon_ads_profiles_list")` does not find `amazon_ads_profiles_list`, stop and tell the user to enable Hyper MCP and connect Amazon Ads.
    
    ### How to run the tools in this skill
    
    Every tool in this skill is named by its canonical tool name. Run it with the call your surface gives you:
    
    | Surface | Find a tool | Run it |
    | --- | --- | --- |
    | MCP client (Claude, Cursor, Codex, ChatGPT) | `search("<what you want to do>")`, then `describe("<name>")` | `call("<name>", {...})` |
    | Hyper CLI | `hyperai search "<what you want to do>"`, then `hyperai describe <name>` | `hyperai call <name> --json '{...}'` |
    
    If a tool is not found, its integration is not connected or not enabled for the workspace: stop and tell the user which integration to connect.
    
    ## Out of scope — defer to other skills
    
    - **Creative generation** (product imagery, copy) → [`ad-creative-generation`](../ad-creative-generation) / [`image-generation`](../image-generation).
    - **Cross-platform campaign launches** → use this skill for Amazon, then invoke `meta-ads` / `google-ads` separately.
    
    ## Tool surface
    
    | Tool | Purpose |
    | --- | --- |
    | `amazon_ads_profiles_list`, `amazon_ads_health_check` | Profile discovery + integration health. |
    | `amazon_ads_campaigns_list`, `amazon_ads_campaigns_create`, `amazon_ads_campaigns_update` | Campaign lifecycle. |
    | `amazon_ads_ad_groups_create`, `amazon_ads_product_ads_create` | Ad group + product ad creation. |
    | `amazon_ads_keywords_create`, `amazon_ads_negative_keywords_create`, `amazon_ads_campaign_negative_keywords_create` | Keyword targeting. |
    | `amazon_ads_product_targets_create`, `amazon_ads_negative_product_targets_create` | Product (ASIN/category) targeting. |
    | `amazon_ads_budget_rules_create`, `amazon_ads_budget_rules_list` | Budget automation. |
    | `amazon_ads_reports_create`, `amazon_ads_reports_status_get` | Performance reporting. |
    | `amazon_ads_bid_recommendations_get` | Theme-based bid recommendations. |
    
    ## Critical Rules
    
    > **CRITICAL**: Keyword, negative keyword, product ad, and product target operations require BOTH `ad_group_id` AND `campaign_id`. Omitting `campaign_id` causes validation errors.
    
    > **CRITICAL**: Keywords and product targets cannot coexist in the same ad group. Choose one targeting type per ad group.
    
    > **CRITICAL**: AUTO campaigns only allow negative keywords and negative product targets. Positive keywords and product targets are rejected.
    
    > **CRITICAL**: Campaign dates use `YYYY-MM-DD` format. Budget rule dates use `YYYYMMDD` format. Do not mix these up.
    
    > **CRITICAL**: Create campaigns with state `"PAUSED"`. Never launch live without user review.
    
    > **CRITICAL**: Negative product targets only support `ASIN_SAME_AS` and `ASIN_BRAND_SAME_AS` expressions. Category exclusions are not supported.
    
    > **CRITICAL**: All enum values must be UPPERCASE: `PAUSED`, `ENABLED`, `BROAD`, `PHRASE`, `EXACT`, `NEGATIVE_EXACT`, `NEGATIVE_PHRASE`, `MANUAL`, `AUTO`.
    
    > **IMPORTANT**: Portfolio operations return 404 for vendor accounts. Use campaign-level management instead.
    
    > **IMPORTANT**: Budget rule listing may return empty even after successful creation. Track rule IDs from creation responses.
    
    > **IMPORTANT**: All budgets are in dollars (not cents, not micros). $25 daily budget = `25`.
    
    ## Core process
    
    Discovery → Research (products + keywords) → Strategy (auto vs manual) → Approve Summary → Create (PAUSED) → Add Keywords/Products → Add Negatives → Test (1–3 days) → Optimize → Activate only with user approval.
    
    > **All reference files live in `references/`.** Read them at `references/<file>` (e.g. `references/discovery.md`).
    
    ## Routing table
    
    | The user wants to… | Read these files first |
    |---|---|
    | Launch a Sponsored Products campaign | [references/discovery.md](references/discovery.md) → [references/campaign-creation.md](references/campaign-creation.md) |
    | Add keywords / negatives / product targets to an existing campaign | [references/campaign-creation.md](references/campaign-creation.md) |
    | Automate budgets (schedule or performance rules) | [references/budget-rules.md](references/budget-rules.md) |
    | Analyze performance / ACoS / search terms | [references/reporting.md](references/reporting.md) |
    | Get bid recommendations | [references/reporting.md](references/reporting.md) |
    | Work across marketplaces (multi-profile) | [references/reporting.md](references/reporting.md) |
    | Goal not yet clear | [references/discovery.md](references/discovery.md) — discovery clarifies the goal |
    
    ## Campaign Statuses
    
    - `PAUSED`: Created but not live (safe default).
    - `ENABLED`: Running and spending budget.
    - `ARCHIVED`: Deleted (cannot be restored).
    
    ## Known Limitations
    
    | Issue | Workaround |
    | --- | --- |
    | Portfolio operations return 404 (vendor) | Use campaign-level grouping + naming conventions. |
    | Budget rule listing may return empty | Track rule IDs from creation responses. |
    | Category recommendations may fail (500) | Use manual research or dashboard. |
    
    ## Safety Rules
    
    **Never:**
    - Assume ASINs or keywords — always ask.
    - Skip the research/audit phase.
    - Create campaigns without explicit approval.
    - Set campaigns to ENABLED without user consent.
    - Ignore ACoS targets when recommending bids.
    - Add products the user hasn't confirmed.
    - Mix keywords and product targets in the same ad group.
    - Omit `campaign_id` from keyword/product operations.
    

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