Guide|10 min read

Clawdbot/OpenClaw for Google Ads: 4 Skills to Audit and Fix Your Account

Clawdbot/OpenClaw connects directly to your Google Ads account via MCP. No exports. No CSVs. You ask a question, it pulls live data and returns recommendations.

Angrez Aley

Senior paid ads manager

202510 min read

It runs on installable skills — 4 of them built for paid ads. Each one replaces a manual workflow that takes you 30–60 minutes.

This guide covers setup, all 4 skills, and exactly how to use them with Google Ads.

Ryze AI connects your Google Ads account directly to Claude, Gemini, and ChatGPT — so AI can analyze your data, spot issues, and make changes inside your account.

No exports. No middleman dashboards. Your ad platform talks to your AI agent directly.

What Clawdbot/OpenClaw Is

A command-line AI agent. Connects to Google Ads via MCP and can:

  • Pull campaign, ad group, ad, and keyword-level data
  • Read cost, conversions, CPA, ROAS, impression share, quality score
  • Analyze trends over any date range
  • Compare performance across any segment
  • Return prioritized recommendations

It does not make changes. You review and execute in Google Ads Manager.

The 4 Skills

1. ads-bid-budget

Problem

You're spending across 10–30 campaigns and need to know what to scale, cut, or pause.

Checks

Cost per conversion vs. target across every campaign. Budget pacing. Wasted spend. Diminishing returns. Impression share lost to budget vs. lost to rank.

Returns

OutputDetail
Efficiency rankingEvery campaign ranked by cost-per-conversion vs. target
Bid adjustmentsSpecific % changes per campaign/ad group
Budget reallocationDollar amounts to shift between campaigns
Pause listWhat to kill, with cost savings estimate
Headroom analysisCampaigns with room to scale based on impression share

Prompts

"Target CPA is $40. Which campaigns should I pause, scale, or adjust bids on?"
"I'm losing impression share on my top 3 converting campaigns. Increase budgets or adjust bids?"
"What's my wasted spend this month? Break it down by campaign."

2. ads-creative-analyst

Problem

You have dozens of RSAs running and need to know what's working, what's fatigued, and what to test.

Checks

RSA asset-level performance. CTR trends over time. Conversion rate by ad variation. Ad strength vs. actual performance. Format comparison across search, display, PMax.

Returns

OutputDetail
Winner analysisWhy top ads work — specific headlines and combinations
Loser analysisWhy underperformers fail
Fatigue alertsAds with declining CTR over 7/14/30 days
Test recommendationsNew headlines and angles based on what's converting
Format comparisonSearch vs. display vs. PMax performance

Prompts

"Analyze RSA performance across all ad groups. Which headlines is Google favoring? Any fatigue?"
"CTR dropped 15% this month. Creative fatigue or something else?"
"Compare search ad performance to PMax. Where am I getting better conversion rates?"

3. ads-audience-architect

Problem

CPCs rising, segments overlapping, need to know where to expand without burning spend.

Checks

Audience segment efficiency. Demographic performance (age, gender, income). Geographic CPA/ROAS. Device gaps. Observation vs. targeting mode effectiveness. Audience overlap between campaigns.

Returns

OutputDetail
Segment rankingEvery audience ranked by CPA/ROAS
Saturation alertsHigh frequency + declining conversion rate
Overlap analysisCampaigns targeting the same users
Expansion recommendationsNew in-market/custom intent segments to test
Bid modifier suggestionsDemographic and device adjustments with expected impact

Prompts

"Which audience segments are saturated? What should I exclude vs. scale?"
"Break down performance by device and location. Where should I adjust bid modifiers?"
"Any observation audiences worth switching to targeting mode?"

4. ads-performance-auditor

Problem

Need a full account health check — new account takeover, quarterly review, or something's off.

Checks

Account structure. Quality Score distribution. Conversion tracking health (Google Ads vs. GA4 gaps). Bidding strategy performance. Search term coverage. Negative keyword gaps. 30/60/90 day trends.

Returns

OutputDetail
Health scoreAccount rating with category breakdown
Anomaly listUnusual changes with probable causes
Hidden winnersStrong unit economics, under-budgeted
Hidden losersLook fine at campaign level, bleed at ad group/keyword level
Priority fixesRanked by estimated impact
Tracking gapsGoogle Ads vs. GA4 discrepancies

Prompts

"Full audit. Target ROAS is 4.0. What's broken?"
"Took over this account last week. Complete health check — structure, tracking, performance."
"CPA jumped 25% in two weeks. Find out why."

Option 1

Direct Connection via Ryze AI

Full automation

1Go to get-ryze.ai
2Connect your Google/Meta Ads account
3Claude analyzes and applies changes

From $40/month. Free trial available.

Execute changes in your account

Option 2

Manual Clawdbot/OpenClaw Setup

IT help may be needed

Time

10 minutes

one time

Prerequisites

Clawdbot/OpenClaw installed. Google Ads MCP connected. Account access.

Install

# Download from GitHub, then move skill folders
mv ads-bid-budget ads-creative-analyst ads-audience-architect ads-performance-auditor ~/.clawdbot/skills/
# Verify
clawdbot skills

Connect Google Ads

Add Google Ads MCP server in your Clawdbot/OpenClaw config → authenticate → test with "List my Google Ads campaigns." If it returns campaign names, you're connected.

Download skills on GitHub

Option 1

Direct Connection via Ryze AI

Full automation

1Go to get-ryze.ai
2Connect your Google/Meta Ads account
3Claude analyzes and applies changes

From $40/month. Free trial available.

Execute changes in your account

Weekly Workflow

Five prompts. Once a week. Covers 90% of ongoing management analysis.

DayPrompt
Monday"Full performance audit. Target ROAS is [X]."
Monday"Any budget or bid changes needed? Target CPA is $[X]."
Wednesday"Check creative fatigue on my top 5 campaigns by spend."
Wednesday"Are my bidding strategies outperforming? Last 30 vs. previous 30 days."
Friday"Any audience segments saturated or overlapping?"

~15 minutes total. Replaces 2–3 hours of manual reporting.

Follow-Up Prompts Worth Using

"Why is Campaign X worse than Campaign Y? Same budget, same audience — what's different?"
"Cut Brand budget by 40%, move it to top non-brand campaign. Projected impact?"
"Which campaigns are within 10% of target CPA? Rank by impression share headroom."
"Search terms last 30 days. Spend over $50, zero conversions."
"Auction insights — am I losing share to specific competitors?"

Limitations

  • Won't make changes. You execute in Google Ads Manager.
  • Won't replace strategic thinking. You decide what fits your business.
  • Won't produce creative. It tells you what angles to test.
  • Works with Google's data. Broken tracking = broken analysis.

Get Started

Download skills on GitHub → connect Google Ads via MCP → start with "Full audit on my Google Ads account."

Skip the setup:

We connect everything and run analysis automatically.

Need Help?

Email hello@get-ryze.ai

Manages all your accounts
Google Ads
Connect
Meta
Connect
Shopify
Connect
GA4
Connect
Amazon
Connect
Creatives optimization
Next Ad
ROAS1.8x
CPA$45
Ad Creative
ROAS3.2x
CPA$12
24/7 ROAS improvements
Pause 27 Burning Queries
0 conversions (30d)
+$1.8k
Applied
Split Brand from Non-Brand
ROAS 8.2 vs 1.6
+$3.7k
Applied
Isolate "Project Mgmt"
Own ad group, bid down
+$5.8k
Applied
Raise Brand US Cap
Lost IS Budget 62%
+$3.2k
Applied
Monthly Impact
$0/ mo
Next Gen of Marketing

Let AI Run Your Ads