Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsCommunityBlog
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

Back to skills

Google Ads Report

BSecurity

Pull Google Ads performance data and generate reports. Use when asked about ad campaign performance, keyword costs, quality scores, ROAS, conversion tracking, or ad spend analysis. Trigger phrases: "google ads", "adwords", "campaign performance", "ad spend", "quality score", "CPC report", "ROAS", "ad conversion", "keyword performance", "google ads report".

7 stars
0 votes
0 copies
0 views
Added 9/20/2026
businesspythongobashapiperformance

Works with

cliapi

Security Analysis

B75/100
criticalExfiltrates credentials via HTTP — exact pattern from Snyk ToxicSkills study
criticalDownloads and executes remote scripts — classic supply chain attack

Scanned 9/20/2026

Install to Claude Code

$npx -y skills add unempyd/revenueos --skill google-ads-report --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Google Ads Report?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Google Ads Report
[![Security: B — Skills Directory](https://www.skillsdirectory.com/api/skills/unempyd-google-ads-report/badge)](https://www.skillsdirectory.com/skills/unempyd-google-ads-report)

More formats (shields.io, HTML) on the badges page.

Download Zip
Files
SKILL.md
---
name: google-ads-report
description: >
  Pull Google Ads performance data and generate reports. Use when asked about
  ad campaign performance, keyword costs, quality scores, ROAS, conversion
  tracking, or ad spend analysis. Trigger phrases: "google ads", "adwords",
  "campaign performance", "ad spend", "quality score", "CPC report",
  "ROAS", "ad conversion", "keyword performance", "google ads report".
---

# Google Ads Report

Pull campaign, keyword, and conversion data from the Google Ads API.

## Prerequisites

Requires:
- `GOOGLE_CLIENT_ID` and `GOOGLE_CLIENT_SECRET` (OAuth)
- `GOOGLE_ADS_DEVELOPER_TOKEN` (apply at https://ads.google.com/home/tools/manager-accounts/)
- `GOOGLE_ADS_CUSTOMER_ID` (the account ID, format: `XXX-XXX-XXXX`, passed without dashes)
- `GOOGLE_ADS_LOGIN_CUSTOMER_ID` (if using a manager account, the manager account ID)

Set in `.env`, `.env.local`, or `~/.claude/.env.global`.

### Getting an Access Token

```bash
# Same OAuth flow as other Google APIs
# Scope needed: https://www.googleapis.com/auth/adwords

echo "https://accounts.google.com/o/oauth2/v2/auth?client_id=${GOOGLE_CLIENT_ID}&redirect_uri=urn:ietf:wg:oauth:2.0:oob&scope=https://www.googleapis.com/auth/adwords&response_type=code&access_type=offline"

# Exchange code for tokens
curl -s -X POST "https://oauth2.googleapis.com/token" \
  -d "code={AUTH_CODE}" \
  -d "client_id=${GOOGLE_CLIENT_ID}" \
  -d "client_secret=${GOOGLE_CLIENT_SECRET}" \
  -d "redirect_uri=urn:ietf:wg:oauth:2.0:oob" \
  -d "grant_type=authorization_code"
```

---

## API Base

Google Ads API uses GAQL (Google Ads Query Language) via REST.

```
POST https://googleads.googleapis.com/v17/customers/{CUSTOMER_ID}/googleAds:searchStream
```

Headers:
```
Authorization: Bearer {ACCESS_TOKEN}
developer-token: {DEVELOPER_TOKEN}
login-customer-id: {LOGIN_CUSTOMER_ID}  # Only if using manager account
Content-Type: application/json
```

---

## 1. Campaign Performance Report

Overview of all campaigns with key metrics.

```bash
curl -s -X POST \
  "https://googleads.googleapis.com/v17/customers/${GOOGLE_ADS_CUSTOMER_ID}:searchStream" \
  -H "Authorization: Bearer ${GADS_ACCESS_TOKEN}" \
  -H "developer-token: ${GOOGLE_ADS_DEVELOPER_TOKEN}" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "SELECT campaign.name, campaign.status, metrics.impressions, metrics.clicks, metrics.ctr, metrics.average_cpc, metrics.cost_micros, metrics.conversions, metrics.cost_per_conversion, metrics.conversions_value FROM campaign WHERE segments.date DURING LAST_30_DAYS AND campaign.status != REMOVED ORDER BY metrics.cost_micros DESC"
  }'
```

### Parsing Campaign Data

```bash
curl -s -X POST "..." | python3 -c "
import json, sys
data = json.load(sys.stdin)
print(f\"{'Campaign':<35} {'Status':<10} {'Impr':>8} {'Clicks':>7} {'CTR':>7} {'Avg CPC':>8} {'Cost':>10} {'Conv':>6} {'CPA':>8}\")
print('-' * 110)
for batch in data:
    for row in batch.get('results', []):
        c = row.get('campaign', {})
        m = row.get('metrics', {})
        cost = int(m.get('costMicros', 0)) / 1_000_000
        cpc = int(m.get('averageCpc', 0)) / 1_000_000
        cpa = float(m.get('costPerConversion', 0)) / 1_000_000 if m.get('costPerConversion') else 0
        print(f\"{c.get('name',''):<35} {c.get('status',''):<10} {int(m.get('impressions',0)):>8} {int(m.get('clicks',0)):>7} {float(m.get('ctr',0))*100:>6.2f}% \${cpc:>7.2f} \${cost:>9.2f} {float(m.get('conversions',0)):>6.1f} \${cpa:>7.2f}\")
"
```

### Important: Cost Micros

All cost values in Google Ads API are in **micros** (1/1,000,000 of the currency unit). Divide by 1,000,000 to get the actual amount.

---

## 2. Keyword Performance Report

See how individual keywords perform.

```bash
curl -s -X POST \
  "https://googleads.googleapis.com/v17/customers/${GOOGLE_ADS_CUSTOMER_ID}:searchStream" \
  -H "Authorization: Bearer ${GADS_ACCESS_TOKEN}" \
  -H "developer-token: ${GOOGLE_ADS_DEVELOPER_TOKEN}" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "SELECT ad_group_criterion.keyword.text, ad_group_criterion.keyword.match_type, ad_group_criterion.quality_info.quality_score, metrics.impressions, metrics.clicks, metrics.ctr, metrics.average_cpc, metrics.cost_micros, metrics.conversions, metrics.conversions_value FROM keyword_view WHERE segments.date DURING LAST_30_DAYS AND ad_group_criterion.status != REMOVED ORDER BY metrics.cost_micros DESC LIMIT 50"
  }'
```

### Quality Score Breakdown

```bash
curl -s -X POST \
  "https://googleads.googleapis.com/v17/customers/${GOOGLE_ADS_CUSTOMER_ID}:searchStream" \
  -H "Authorization: Bearer ${GADS_ACCESS_TOKEN}" \
  -H "developer-token: ${GOOGLE_ADS_DEVELOPER_TOKEN}" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "SELECT ad_group_criterion.keyword.text, ad_group_criterion.quality_info.quality_score, ad_group_criterion.quality_info.creative_quality_score, ad_group_criterion.quality_info.post_click_quality_score, ad_group_criterion.quality_info.search_predicted_ctr, metrics.impressions, metrics.average_cpc FROM keyword_view WHERE ad_group_criterion.quality_info.quality_score IS NOT NULL AND segments.date DURING LAST_30_DAYS ORDER BY ad_group_criterion.quality_info.quality_score ASC LIMIT 50"
  }'
```

Quality Score Components:
- **quality_score**: Overall score (1-10)
- **creative_quality_score**: Ad relevance (BELOW_AVERAGE, AVERAGE, ABOVE_AVERAGE)
- **post_click_quality_score**: Landing page experience
- **search_predicted_ctr**: Expected click-through rate

---

## 3. Ad Group Performance

```bash
curl -s -X POST \
  "https://googleads.googleapis.com/v17/customers/${GOOGLE_ADS_CUSTOMER_ID}:searchStream" \
  -H "Authorization: Bearer ${GADS_ACCESS_TOKEN}" \
  -H "developer-token: ${GOOGLE_ADS_DEVELOPER_TOKEN}" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "SELECT campaign.name, ad_group.name, ad_group.status, metrics.impressions, metrics.clicks, metrics.ctr, metrics.average_cpc, metrics.cost_micros, metrics.conversions FROM ad_group WHERE segments.date DURING LAST_30_DAYS AND ad_group.status != REMOVED ORDER BY metrics.cost_micros DESC LIMIT 50"
  }'
```

---

## 4. Search Terms Report

See what users actually searched for (vs. your keywords).

```bash
curl -s -X POST \
  "https://googleads.googleapis.com/v17/customers/${GOOGLE_ADS_CUSTOMER_ID}:searchStream" \
  -H "Authorization: Bearer ${GADS_ACCESS_TOKEN}" \
  -H "developer-token: ${GOOGLE_ADS_DEVELOPER_TOKEN}" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "SELECT search_term_view.search_term, segments.keyword.info.text, segments.keyword.info.match_type, metrics.impressions, metrics.clicks, metrics.ctr, metrics.cost_micros, metrics.conversions FROM search_term_view WHERE segments.date DURING LAST_30_DAYS ORDER BY metrics.impressions DESC LIMIT 100"
  }'
```

Use this to:
- Find new keyword opportunities (high-converting search terms)
- Identify negative keyword candidates (irrelevant terms with spend)
- Discover match type issues (broad match pulling in junk traffic)

---

## 5. Conversion Tracking

```bash
curl -s -X POST \
  "https://googleads.googleapis.com/v17/customers/${GOOGLE_ADS_CUSTOMER_ID}:searchStream" \
  -H "Authorization: Bearer ${GADS_ACCESS_TOKEN}" \
  -H "developer-token: ${GOOGLE_ADS_DEVELOPER_TOKEN}" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "SELECT campaign.name, metrics.conversions, metrics.conversions_value, metrics.cost_micros, metrics.conversions_from_interactions_rate, metrics.value_per_conversion FROM campaign WHERE segments.date DURING LAST_30_DAYS AND campaign.status = ENABLED ORDER BY metrics.conversions DESC"
  }'
```

### ROAS Calculation

```bash
# ROAS = conversions_value / (cost_micros / 1_000_000)
curl -s -X POST "..." | python3 -c "
import json, sys
data = json.load(sys.stdin)
print(f\"{'Campaign':<35} {'Cost':>10} {'Conv Value':>12} {'ROAS':>8}\")
for batch in data:
    for row in batch.get('results', []):
        c = row['campaign']['name']
        m = row['metrics']
        cost = int(m.get('costMicros', 0)) / 1_000_000
        value = float(m.get('conversionsValue', 0))
        roas = value / cost if cost > 0 else 0
        print(f\"{c:<35} \${cost:>9.2f} \${value:>11.2f} {roas:>7.2f}x\")
"
```

---

## 6. Daily Spend Trend

```bash
curl -s -X POST \
  "https://googleads.googleapis.com/v17/customers/${GOOGLE_ADS_CUSTOMER_ID}:searchStream" \
  -H "Authorization: Bearer ${GADS_ACCESS_TOKEN}" \
  -H "developer-token: ${GOOGLE_ADS_DEVELOPER_TOKEN}" \
  -H "Content-Type: application/json" \
  -d '{
    "query": "SELECT segments.date, metrics.impressions, metrics.clicks, metrics.cost_micros, metrics.conversions FROM customer WHERE segments.date DURING LAST_30_DAYS ORDER BY segments.date DESC"
  }'
```

---

## GAQL Date Ranges

Use these built-in date ranges in GAQL:
- `TODAY`, `YESTERDAY`
- `LAST_7_DAYS`, `LAST_14_DAYS`, `LAST_30_DAYS`
- `THIS_MONTH`, `LAST_MONTH`
- `THIS_QUARTER`, `LAST_QUARTER`
- Custom: `segments.date BETWEEN '2024-01-01' AND '2024-03-31'`

---

## Workflow: Monthly Google Ads Report

When asked for a full ads report:

1. **Account Overview**: Total spend, impressions, clicks, conversions, ROAS
2. **Campaign Performance**: All active campaigns ranked by spend
3. **Top Keywords**: Top 20 keywords by spend with quality scores
4. **Search Terms**: Top search terms and negative keyword candidates
5. **Quality Score Distribution**: How many keywords at each QS level
6. **Conversion Analysis**: Conversions and ROAS by campaign
7. **Daily Trend**: Spend and conversion trend over the period

### Report Format

```
## Google Ads Report: {Account Name}
### Period: {date range}

### Account Summary
| Metric | Value | vs Previous |
|--------|-------|-------------|
| Total Spend | $X | +Y% |
| Impressions | X | +Y% |
| Clicks | X | +Y% |
| CTR | X% | +Y pp |
| Avg CPC | $X | +Y% |
| Conversions | X | +Y% |
| ROAS | Xx | +Y% |

### Campaign Performance
| Campaign | Spend | Clicks | Conv | CPA | ROAS |
|----------|-------|--------|------|-----|------|
| ...      | ...   | ...    | ...  | ... | ...  |

### Top Keywords (by spend)
| Keyword | Match | QS | Spend | Clicks | Conv | CPC |
|---------|-------|-----|-------|--------|------|-----|
| ...     | ...   | ... | ...   | ...    | ...  | ... |

### Recommendations
- **Pause**: Keywords with high spend and zero conversions
- **Increase Bids**: Keywords with high conversion rate but limited budget
- **Negative Keywords**: Search terms wasting budget
- **Quality Score Fixes**: Keywords with QS < 5 and actions to improve
- **Budget Reallocation**: Shift budget from low-ROAS to high-ROAS campaigns
```

---

## Error Handling

| Error | Cause |
|-------|-------|
| `AUTHENTICATION_ERROR` | Invalid or expired access token |
| `AUTHORIZATION_ERROR` | Developer token issue or account access |
| `REQUEST_ERROR` | GAQL syntax error |
| `QUOTA_ERROR` | API quota exceeded |

### Common GAQL Mistakes

- Missing `WHERE segments.date DURING ...` (required for most metric queries)
- Using `REMOVED` status filter incorrectly
- Forgetting to handle `costMicros` division by 1,000,000
- Requesting incompatible resource + segment combinations

## Tips

- Always filter out REMOVED campaigns/ad groups/keywords
- Use `searchStream` instead of `search` for large result sets (no pagination needed)
- Cache results when building multi-section reports
- Quality Score of 0 means "not enough data" -- treat as null

Attribution

unempydunempyd
View sourceMore from unempyd →
SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Your tool, in front of Claude Code builders.

3 founder slots · $299/mo · GSC-verified traffic · sponsors can never buy grades.

See placements

Related Skills

Solution Architect

Designs system architecture, component specifications, and technical integration strategy. Use when: designing solutions, system architecture, technology stack, or integration approaches.

192 votes

Akorchak:Venture Assessment

Generate a comprehensive VC investment assessment report for a company

72 votes

Stock Analysis

Analyze stocks and cryptocurrencies using Yahoo Finance data. Supports portfolio management (create, add, remove assets), crypto analysis (Top 20 by market cap), and periodic performance reports (daily/weekly/monthly/quarterly/yearly). 8 analysis dimensions for stocks, 3 for crypto. Use for stock analysis, portfolio tracking, earnings reactions, or crypto monitoring.

6511 votes

Just Fucking Cancel

Find and cancel unwanted subscriptions by analyzing bank transactions. Detects recurring charges, calculates annual waste, and helps you cancel with direct URLs and browser automation. Use when: 'cancel subscriptions', 'audit subscriptions', 'find recurring charges', 'what am I paying for', 'save money', 'subscription cleanup', 'stop wasting money'. Supports CSV import (Apple Card, Chase, Amex, Citi, Bank of America, Capital One, Mint, Copilot) OR Plaid API for automatic transaction pull. Out...

6511 votes

Telegram Compose

Compose rich, readable Telegram messages using HTML formatting via direct Telegram API. Use when: (1) Sending any Telegram message beyond a simple one-line reply, (2) Creating structured messages with sections, lists, or status updates, (3) Need formatting unavailable via Clawdbot's Markdown conversion (underline, spoilers, expandable blockquotes, user mentions by ID), (4) Sending alerts, reports, summaries, or notifications to Telegram, (5) Want professional, scannable message formatting wit...

6511 votes
View all in business →