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Google Ads Scraper · gooseworks-ai | DecimalAI

marketingby gooseworks-ai

Google Ads Scraper

gooseworks-ai/google-ad-scraper

Source gooseworks-ai/goose-skills ↗License MIT

Scrape competitor ads from Google Ads by domain. Returns ad creatives, formats, and campaign details.

SkillScore87Maintained

Automatic

Marketing & Content pack

Last verified 8/16/2026

What it changes

Passed 17 of 20 test cases with the skill, and 3 of 20 without it.

Without skill17%

With skill87%

Checks it passed that the model alone missed

Names the ad format field variantFormat
Names the creative ID field as creativeId
Lists summary as a supported output format

and 14 more in the full report

16 fixed4 passed either way3 still failing0 broke

Pass-rate lift: +70 pp
Tokens: +7%
Agent turns: 0%
Response time: -64%

Model gemini-3.6-flashMeasured 8/16/2026v120 of 23 cases passed with skill · 20 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-google-ad-scraper/SKILL.md https://app.decimal.ai/s/gooseworks-ai-google-ad-scraper/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add gooseworks-ai-google-ad-scraper, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/gooseworks-ai-google-ad-scraper/ and pins it in .decimal/skills.lock

decimalai skills add gooseworks-ai-google-ad-scraper

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/gooseworks-ai-google-ad-scraper/SKILL.md https://app.decimal.ai/s/gooseworks-ai-google-ad-scraper/SKILL.md

Raw file: /s/gooseworks-ai-google-ad-scraper/SKILL.md ↗ · machine-readable summary at /s/gooseworks-ai-google-ad-scraper.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 16 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 16

Prompt

What environment variable name does the script automatically look for to authenticate with Apify if no explicit token CLI flag is passed?

What was checked, without and with the skill
Checked	Without skill	With skill
Names APIFY_API_TOKEN as the environment variable for Apify authentication	Missed	Passed

case-10 · gemini-3.6-flash · 8/16/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md109 lines2 filesincludes scripts

Google Ads Scraper

Scrape ads from Google Ads using the Apify burbn/google-ads-search actor. Search by domain to get ad creatives, formats, and campaign details.

Quick Start

Requires APIFY_API_TOKEN env var (or --token flag).

# Search by domain (recommended)
python3 skills/google-ad-scraper/scripts/search_google_ads.py \
  --domain "hubspot.com"

# Search by company name (resolves to domain via transparency center)
python3 skills/google-ad-scraper/scripts/search_google_ads.py \
  --company "Nike"

# Limit results
python3 skills/google-ad-scraper/scripts/search_google_ads.py \
  --domain "hubspot.com" --max-ads 30

# Human-readable summary
python3 skills/google-ad-scraper/scripts/search_google_ads.py \
  --domain "stripe.com" --output summary

How It Works

Domain Input: Pass the target company's domain directly via --domain
Company Name Resolution (optional): If only --company is provided, the script searches Google Ads Transparency Center using Apify's web-scraper (Puppeteer) to resolve the company name to advertiser info
Ad Scraping: Calls the Apify burbn/google-ads-search actor with {"domain": "...", "maxItems": N}
Output: Returns ads as JSON or human-readable summary

CLI Reference

Flag	Default	Description
`--domain`	none	Company domain (e.g. hubspot.com) — recommended
`--company`	none	Company name (resolved to domain via transparency center)
`--max-ads`	50	Maximum number of ads to return

Track record

Benchmark

17 / 20

test cases passed, vs 3 / 20 without

Adoption

Users: 1
Times used: 15

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

gooseworks-ai / goose-skills

skills/ads/capabilities/google-ad-scraper/SKILL.md

View on GitHub ↗

License MITImported 8/3/2026Version v1Bundled 1 file · scripts

Other skills for the same job

Published skills whose descriptions closely match this one, with their headline benchmark lift.

gooseworks-ai/meta-ad-scraperScrape competitor ads from Meta's Ad Library (Facebook, Instagram, Messenger, Threads, WhatsApp). Search by company name, Facebook Page URL, or keyword. Returns ad creatives, spend estimates, reach, impressions, and campaign details. Use for competitive ad research, messaging analysis, and creative inspiration.Close match+36 pp pass-rate lift

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Google Ads Scraper

Quick Start

How It Works

CLI Reference

Track record

Benchmark

Adoption

SkillSafety

Source

Other skills for the same job

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