apple-search-ads（Apple 搜索 ADS）

Apple Search Ads 🍎

Complete toolkit for Apple Search Ads: Campaign Management API v5, attribution integration (AdServices + SKAdNetwork), bid optimization, and strategic recommendations.

What's New in v1.0.0

• Full Campaign Management API v5 coverage
• iOS app integration (AdServices framework)
• SKAdNetwork 4.0 support
• Automated reporting scripts
• Bid optimization strategies
• Multi-country campaign patterns

Contents

1. Setup
2. When to Use
3. Architecture
4. API Essentials
5. Campaign Structure
6. Keywords & Bidding
7. Attribution Integration
8. Reports & Analytics
9. Strategy Playbook
10. Scripts & Automation
11. Common Traps

Setup

On first use, read setup.md for integration guidelines.

When to Use

User needs to run Apple Search Ads for iOS apps. Agent handles campaign creation, bid optimization, attribution tracking, performance analysis, and strategic recommendations.

Architecture

Memory lives in ~/apple-search-ads/. See memory-template.md for structure.

~/apple-search-ads/
├── memory.md          # Active campaigns, preferences, learnings
├── credentials.md     # OAuth config (NEVER commit real secrets)
├── campaigns/         # Campaign-specific notes and performance
│   └── {app-id}/
├── reports/           # Generated reports
└── scripts/           # Custom automation

Quick Reference

API Essentials

Authentication (OAuth 2.0)

Apple Ads API uses OAuth with client credentials. Generate credentials at: https://app.searchads.apple.com/cm/app/settings/apicertificates

# 1. Generate client secret (JWT signed with private key)
# Header
{
  "alg": "ES256",
  "kid": "{KEY_ID}"
}
# Payload
{
  "sub": "{CLIENT_ID}",
  "aud": "https://appleid.apple.com",
  "iat": {CURRENT_TIMESTAMP},
  "exp": {TIMESTAMP_+180_DAYS},
  "iss": "{TEAM_ID}"
}

# 2. Exchange for access token
curl -X POST "https://appleid.apple.com/auth/oauth2/token" \
  -H "Content-Type: application/x-www-form-urlencoded" \
  -d "grant_type=client_credentials" \
  -d "client_id={CLIENT_ID}" \
  -d "client_secret={CLIENT_SECRET}" \
  -d "scope=searchadsorg"

# Response contains access_token (valid 1 hour)

Base URL & Headers

Base URL: https://api.searchads.apple.com/api/v5
Headers:
  Authorization: Bearer {ACCESS_TOKEN}
  X-AP-Context: orgId={ORG_ID}
  Content-Type: application/json

Core Endpoints

Campaign Structure

Hierarchy

Organization (orgId)
└── Campaign (Search Results / Search Tab / Today Tab)
    ├── Budget & Schedule
    ├── Countries/Regions
    └── Ad Groups
        ├── Keywords (targeting + negative)
        ├── Audience (age, gender, device, etc.)
        ├── Creatives (default or Custom Product Pages)
        └── Bid settings

Campaign Types

Campaign Object

{
  "name": "MyApp - US - Brand",
  "adamId": 123456789,
  "countriesOrRegions": ["US"],
  "budgetAmount": {"amount": "1000", "currency": "USD"},
  "dailyBudgetAmount": {"amount": "50", "currency": "USD"},
  "supplySources": ["APPSTORE_SEARCH_RESULTS"],
  "billingEvent": "TAPS",
  "status": "ENABLED",
  "startTime": "2026-01-01T00:00:00.000",
  "endTime": null
}

Ad Group Object

{
  "name": "Brand Keywords",
  "campaignId": 123456,
  "defaultBidAmount": {"amount": "1.50", "currency": "USD"},
  "cpaGoal": {"amount": "5.00", "currency": "USD"},
  "startTime": "2026-01-01T00:00:00.000",
  "targetingDimensions": {
    "age": {"included": [{"minAge": 18}]},
    "gender": {"included": ["M", "F"]},
    "deviceClass": {"included": ["IPHONE", "IPAD"]},
    "daypart": {"userTime": {"included": [0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23]}},
    "adminArea": null,
    "locality": null,
    "appDownloaders": {"included": [], "excluded": []}
  },
  "automatedKeywordsOptIn": false,
  "status": "ENABLED"
}

Keywords & Bidding

Match Types

Keyword Object

{
  "text": "meditation app",
  "matchType": "EXACT",
  "bidAmount": {"amount": "2.00", "currency": "USD"},
  "status": "ACTIVE"
}

Bid Strategy Rules

1. Brand keywords → Bid high (defend your brand)
2. Competitor keywords → Test carefully, monitor CPA
3. Generic keywords → Start low, increase for winners
4. Discovery (Search Match) → Low bids, mine for keywords
5. Negative keywords → Essential to reduce waste

Bid Optimization Loop

Week 1: Set baseline bids (industry avg or $1-2)
        ↓
Week 2: Review search term report
        - High converts, low bid → raise bid 20-30%
        - Low converts, high spend → lower bid or pause
        - Irrelevant terms → add as negative
        ↓
Week 3+: Repeat. Target CPA within 20% of goal.

Attribution Integration

AdServices Framework (iOS 14.3+)

Modern attribution without user tracking. Integrates directly in iOS app.

import AdServices

func trackAttribution() async {
    do {
        // 1. Get attribution token from device
        let token = try AAAttribution.attributionToken()
        
        // 2. Send to Apple's attribution API
        var request = URLRequest(url: URL(string: "https://api-adservices.apple.com/api/v1/")!)
        request.httpMethod = "POST"
        request.setValue("text/plain", forHTTPHeaderField: "Content-Type")
        request.httpBody = token.data(using: .utf8)
        
        let (data, _) = try await URLSession.shared.data(for: request)
        let attribution = try JSONDecoder().decode(Attribution.self, from: data)
        
        // 3. attribution contains: campaignId, adGroupId, keywordId, etc.
        // Send to your analytics backend
        
    } catch {
        // Not from Apple Search Ads or error
    }
}

struct Attribution: Codable {
    let attribution: Bool
    let orgId: Int?
    let campaignId: Int?
    let adGroupId: Int?
    let keywordId: Int?
    let creativeSetId: Int?
    let conversionType: String?
    let clickDate: String?
}

SKAdNetwork 4.0

Privacy-focused attribution for installs. Apple aggregates data, no user-level tracking.

// In your app delegate
import StoreKit

func application(_ application: UIApplication, 
                 didFinishLaunchingWithOptions launchOptions: [UIApplication.LaunchOptionsKey: Any]?) -> Bool {
    // Register for attribution
    SKAdNetwork.updatePostbackConversionValue(0) { error in
        // Initial registration
    }
    return true
}

// When user completes valuable action (purchase, signup, etc.)
func trackConversion(value: Int) {
    // value 0-63, represents conversion value
    SKAdNetwork.updatePostbackConversionValue(value) { error in
        if error == nil {
            // Updated successfully
        }
    }
}

SKAdNetwork Conversion Value Strategy

MMP Integration (AppsFlyer, Adjust, etc.)

If using an MMP, they handle AdServices and SKAdNetwork. Follow their SDK docs. Key integration points:

1. Initialize MMP SDK before any tracking
2. Configure SKAdNetwork conversion values in MMP dashboard
3. Link Apple Search Ads account in MMP for cost data
4. Use MMP's deeplink handling for attribution

Reports & Analytics

Campaign Report Request

{
  "startTime": "2026-01-01",
  "endTime": "2026-01-31",
  "timeZone": "UTC",
  "granularity": "DAILY",
  "selector": {
    "orderBy": [{"field": "localSpend", "sortOrder": "DESCENDING"}],
    "pagination": {"offset": 0, "limit": 100}
  },
  "returnRowTotals": true,
  "returnGrandTotals": true
}

Key Metrics

Search Term Report

Critical for optimization. Shows actual queries that triggered your ads.

// POST /reports/campaigns/{campaignId}/searchterms
{
  "startTime": "2026-01-01",
  "endTime": "2026-01-31",
  "selector": {
    "conditions": [
      {"field": "impressions", "operator": "GREATER_THAN", "values": ["10"]}
    ],
    "orderBy": [{"field": "impressions", "sortOrder": "DESCENDING"}],
    "pagination": {"offset": 0, "limit": 1000}
  }
}

Weekly ritual:

1. Pull search term report
2. High impressions + high CVR → Add as exact keyword
3. High impressions + low CVR → Add as negative
4. Irrelevant terms → Negative immediately

Strategy Playbook

Campaign Structure (Recommended)

Campaign: [App] - [Country] - Brand
  └── Ad Group: Brand Exact
      └── Keywords: app name, brand terms (exact match)

Campaign: [App] - [Country] - Category
  └── Ad Group: Category - Exact
      └── Keywords: category terms (exact match)
  └── Ad Group: Category - Discovery
      └── Search Match enabled, low bid

Campaign: [App] - [Country] - Competitor
  └── Ad Group: Competitor Names
      └── Keywords: competitor app names (exact match)

Budget Allocation

Multi-Country Expansion

1. Start: US, UK, Canada, Australia (English)
2. Expand: Germany, France, Japan, South Korea (localize)
3. Test: Brazil, Mexico, India (high volume, lower CPT)

Localization checklist:

• [ ] App Store listing translated
• [ ] Custom Product Pages per country
• [ ] Keywords researched per language
• [ ] Separate campaigns per country (easier optimization)

Custom Product Pages (CPP)

Create variations of your App Store page for different audiences.

// Get available CPPs
// GET /apps/{adamId}/customproductpages

// Create ad using CPP
{
  "name": "Fitness Ad - Summer Campaign",
  "adGroupId": 12345,
  "creativeType": "CUSTOM_PRODUCT_PAGE",
  "productPageId": "cpp-uuid-here"
}

Best practices:

• Create CPP for each major keyword theme
• Test: Control (default) vs CPP
• Rotate seasonally (holidays, events)

Scripts & Automation

See scripts.md for complete script library. Key scripts:

Get Access Token

#!/usr/bin/env bash
set -euo pipefail

# SECURITY MANIFEST:
# Environment variables accessed: ASA_CLIENT_ID, ASA_TEAM_ID, ASA_KEY_ID, ASA_PRIVATE_KEY
# External endpoints called: https://appleid.apple.com/auth/oauth2/token (only)
# Local files read: none
# Local files written: none

# Requires: openssl, jq

CLIENT_ID="${ASA_CLIENT_ID}"
TEAM_ID="${ASA_TEAM_ID}"
KEY_ID="${ASA_KEY_ID}"
PRIVATE_KEY="${ASA_PRIVATE_KEY}"  # PEM format

# Create JWT header
HEADER=$(echo -n '{"alg":"ES256","kid":"'$KEY_ID'"}' | base64 | tr -d '=' | tr '/+' '_-' | tr -d '\
')

# Create JWT payload
NOW=$(date +%s)
EXP=$((NOW + 15552000))  # 180 days
PAYLOAD=$(echo -n '{"sub":"'$CLIENT_ID'","aud":"https://appleid.apple.com","iat":'$NOW',"exp":'$EXP',"iss":"'$TEAM_ID'"}' | base64 | tr -d '=' | tr '/+' '_-' | tr -d '\
')

# Sign with private key
SIGNATURE=$(echo -n "$HEADER.$PAYLOAD" | openssl dgst -sha256 -sign <(echo "$PRIVATE_KEY") | base64 | tr -d '=' | tr '/+' '_-' | tr -d '\
')

CLIENT_SECRET="$HEADER.$PAYLOAD.$SIGNATURE"

# Exchange for access token
curl -s -X POST "https://appleid.apple.com/auth/oauth2/token" \
  -H "Content-Type: application/x-www-form-urlencoded" \
  -d "grant_type=client_credentials&client_id=$CLIENT_ID&client_secret=$CLIENT_SECRET&scope=searchadsorg" \
  | jq -r '.access_token'

Daily Performance Report

#!/usr/bin/env bash
set -euo pipefail

# SECURITY MANIFEST:
# Environment variables accessed: ASA_ACCESS_TOKEN, ASA_ORG_ID
# External endpoints called: https://api.searchads.apple.com/api/v5/reports/campaigns (only)
# Local files read: none
# Local files written: stdout (report data)

ACCESS_TOKEN="${ASA_ACCESS_TOKEN}"
ORG_ID="${ASA_ORG_ID}"

TODAY=$(date -u +%Y-%m-%d)
YESTERDAY=$(date -u -v-1d +%Y-%m-%d 2>/dev/null || date -u -d "yesterday" +%Y-%m-%d)

curl -s -X POST "https://api.searchads.apple.com/api/v5/reports/campaigns" \
  -H "Authorization: Bearer $ACCESS_TOKEN" \
  -H "X-AP-Context: orgId=$ORG_ID" \
  -H "Content-Type: application/json" \
  -d '{
    "startTime": "'$YESTERDAY'",
    "endTime": "'$TODAY'",
    "granularity": "DAILY",
    "selector": {
      "orderBy": [{"field": "localSpend", "sortOrder": "DESCENDING"}]
    },
    "returnRowTotals": true,
    "returnGrandTotals": true
  }' | jq '.data.reportingDataResponse.row[] | {
    campaign: .metadata.campaignName,
    spend: .total.localSpend.amount,
    impressions: .total.impressions,
    taps: .total.taps,
    installs: .total.installs,
    cpa: (if .total.installs > 0 then (.total.localSpend.amount | tonumber) / .total.installs else "N/A" end)
  }'

Core Rules

1. Separate Campaigns by Intent

Brand, category, competitor, and discovery keywords in separate campaigns. Mixing makes optimization impossible.

2. Start Exact, Expand Broad

Begin with exact match keywords you're confident about. Use Search Match and broad only for discovery with low bids.

3. Mine Search Terms Weekly

The search term report is gold. Review weekly, add winners as exact, add losers as negatives.

4. Defend Your Brand

Competitors WILL bid on your brand name. Always have a brand campaign with high bids to protect your real estate.

5. Track Attribution Properly

Implement AdServices for iOS 14.3+. Without attribution, you're optimizing blind.

6. One Country Per Campaign

Mixing countries makes bid optimization nearly impossible. Create separate campaigns per country/region.

7. Budget to CPA, Not Spend

Set CPA goals, not just budgets. If CPA is 2x target, pause and investigate before spending more.

Common Traps

• Mixing match types in one ad group → Can't tell what's working. Separate exact, broad, search match.
• No negative keywords → Wasting budget on irrelevant searches. Review search terms weekly.
• Ignoring Search Tab/Today Tab → Lower intent but cheaper. Good for discovery.
• Same bid across all keywords → Brand keywords worth more than generic. Bid accordingly.
• No attribution integration → Flying blind. Implement AdServices or MMP.
• Launching without App Store optimization → Low conversion rate. Fix ASO first.
• Bidding on competitors without testing → Often unprofitable. Test small first.
• Forgetting timezone in reports → Data misalignment. Always use UTC or explicit timezone.
• Not using Custom Product Pages → Missing easy wins. Create themed pages.
• Scaling too fast → CPA spikes when scaling. Increase budget 20-30% at a time.

External Endpoints

No other data is sent externally.

Security & Privacy

Data that leaves your machine:

• Campaign configurations sent to Apple Ads API
• Attribution tokens sent to Apple (from iOS app)

Data that stays local:

• Credentials in ~/apple-search-ads/credentials.md
• Reports and analysis
• Strategy notes

This skill does NOT:

• Store API secrets in plain text (use environment variables)
• Access user-level data (attribution is aggregated)
• Make requests to undeclared endpoints

Trust

By using this skill, data is sent to Apple's Search Ads API and AdServices. Only install if you trust Apple with your advertising data.

Related Skills

Install with clawhub install <slug> if user confirms:

• app-store-connect — manage apps and releases
• aso — App Store Optimization
• analytics — track metrics and KPIs
• ios — iOS development patterns

Feedback

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