Skillquality 0.46

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

Price
free
Protocol
skill
Verified
no

What it does

Amazon Ads

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

Requirements

If amazon_ads_list_profiles is not in the tool list, stop and tell the user to enable Hyper MCP and connect Amazon Ads.

Tool surface

ToolPurpose
amazon_ads_list_profiles, amazon_ads_run_health_checkProfile discovery + integration health.
amazon_ads_list_campaigns, amazon_ads_create_campaign, amazon_ads_update_campaignCampaign lifecycle.
amazon_ads_create_ad_group, amazon_ads_create_product_adAd group + product ad creation.
amazon_ads_create_keyword, amazon_ads_create_negative_keyword, amazon_ads_create_campaign_negative_keywordKeyword targeting.
amazon_ads_create_product_target, amazon_ads_create_negative_product_targetProduct (ASIN/category) targeting.
amazon_ads_create_budget_rule, amazon_ads_list_budget_rulesBudget automation.
amazon_ads_create_report, amazon_ads_get_report_statusPerformance reporting.
amazon_ads_get_bid_recommendationsTheme-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.

Phase 1: Profile Discovery

Call amazon_ads_list_profiles() 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_run_health_check() to verify OAuth tokens, profile access, and billing status.

Phase 2: Account Assessment

Existing Campaign Audit

amazon_ads_list_campaigns(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.

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_create_campaign(
    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_create_ad_group(
    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_create_product_ad(
    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_create_keyword(
    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_create_campaign_negative_keyword(
    profile_id=PROFILE_ID,
    campaign_id=CAMPAIGN_ID,
    keyword_text="cheap",
    match_type="NEGATIVE_PHRASE"
)

6. Add Negative Keywords (Ad Group Level)

amazon_ads_create_negative_keyword(
    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_create_product_target(
    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_create_negative_product_target(
    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.

Phase 6: Budget Rules & Automation

Schedule-Based Rules

Auto-increase budget on specific dates:

amazon_ads_create_budget_rule(
    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_create_budget_rule(
    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).

Reporting & Analysis

Create Performance Report

amazon_ads_create_report(
    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_get_report_status(profile_id=PROFILE_ID, report_id=REPORT_ID)

Reports are async. Status transitions: PENDING → PROCESSING → COMPLETED.

Report Types

TypeDescription
spCampaignsCampaign-level metrics.
spAdGroupsAd group-level metrics.
spAdvertisedProductASIN-level metrics.
spTargetingKeyword/target metrics.
spSearchTermSearch 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

MetricFormula
ACoSad spend / ad revenue × 100
ROASad revenue / ad spend
TACoSad spend / total revenue × 100
CTRclicks / impressions × 100
CPCcost / clicks
CVRorders / clicks × 100

Bid Recommendations

Get theme-based bid recommendations for an existing ad group:

amazon_ads_get_bid_recommendations(
    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.

Campaign Statuses

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

Known Limitations

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

Campaign Workflow

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

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.

Capabilities

skillsource-hyperfx-aiskill-amazon-adstopic-agent-skillstopic-ai-agenttopic-claudetopic-claude-codetopic-claude-skillstopic-codextopic-cursortopic-google-adstopic-hermestopic-marketingtopic-mcptopic-meta-ads

Install

Installnpx skills add hyperfx-ai/marketing-skills
Transportskills-sh
Protocolskill

Quality

0.46/ 1.00

deterministic score 0.46 from registry signals: · indexed on github topic:agent-skills · 24 github stars · SKILL.md body (12,312 chars)

Provenance

Indexed fromgithub
Enriched2026-05-18 19:05:15Z · deterministic:skill-github:v1 · v1
First seen2026-05-07
Last seen2026-05-18

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