zubair-trabzada/ai-ads-claude - 观星指南 Stargazers.cn

AI Ads Strategist for Claude Code. Build complete ad strategies, generate platform-specific copy,
design campaign funnels, allocate budgets, and produce client-ready PDF reports — 15 skills, 5 parallel agents, 6 platforms.

Quick Start

curl -fsSL https://raw.githubusercontent.com/zubair-trabzada/ai-ads-claude/main/install.sh | bash

That's it. One command installs all 15 skills, 5 agents, and the PDF generation scripts.

What Is This?

AI Ads Strategist is a complete advertising strategy engine built as Claude Code skills. It turns a single URL into a full ad strategy — audience personas, platform-specific copy, campaign funnels, budget allocation, competitive intelligence, and a professional PDF report.

Run /ads strategy <url> and 5 AI agents launch in parallel to analyze your business and produce a complete advertising playbook.

No ad platform login required. No API keys. Just Claude Code.

Architecture

                          /ads strategy <url>
                                  |
                    ┌─────────────┼─────────────┐
                    |             |             |
              ┌─────┴─────┐ ┌────┴────┐ ┌──────┴──────┐
              | ads-audience| |ads-funnel| |ads-creative |
              | agent      | | agent    | | agent       |
              | (personas, | | (TOFU/   | | (copy,      |
              |  targeting)| |  MOFU/   | |  hooks,     |
              |            | |  BOFU)   | |  video)     |
              └────────────┘ └─────────┘ └─────────────┘
                    |             |             |
              ┌─────┴──────┐ ┌───┴─────┐
              |ads-competitive| |ads-budget|
              | agent        | | agent    |
              | (competitor  | | (alloc,  |
              |  gaps, ads)  | |  ROI)    |
              └──────────────┘ └─────────┘
                    |             |             |
                    └─────────────┼─────────────┘
                                  |
                    ┌─────────────┴─────────────┐
                    |   Composite Ad Readiness   |
                    |   Score (0-100) + Grade    |
                    |   + PDF Strategy Report    |
                    └───────────────────────────┘

All 15 Commands

Strategy & Analysis

Command	What It Does
`/ads strategy <url>`	Flagship — Full ad strategy with 5 parallel agents. Returns Ad Readiness Score (0-100), audience personas, campaign structure, ad copy, budget allocation, and prioritized action plan.
`/ads quick <url>`	60-second ad readiness snapshot — value proposition, offer strength, CTA quality, platform recommendation.
`/ads audience <url>`	Build detailed audience personas with demographics, psychographics, platform preferences, and targeting parameters.
`/ads competitors <url>`	Competitive ad intelligence — what competitors are running, where they spend, gaps to exploit.
`/ads keywords <url>`	Google Ads keyword strategy — search intent mapping, negative keywords, match types, bid recommendations.
`/ads audit`	Audit existing ad performance — identify wasted spend, underperforming campaigns, optimization opportunities.

Creative & Copy

Command	What It Does
`/ads copy <platform>`	Generate platform-specific ad copy — headlines, primary text, descriptions, CTAs for any platform.
`/ads hooks`	Generate 20 scroll-stopping hooks — pattern interrupts, curiosity gaps, bold claims for social ads.
`/ads creative <product>`	Creative briefs for designers and editors — visual direction, format specs, brand guidelines.
`/ads video <product>`	Video ad scripts in 15s, 30s, and 60s formats — hook, body, CTA with shot-by-shot direction.

Funnel & Budget

Command	What It Does
`/ads funnel <url>`	Full ads funnel architecture — TOFU/MOFU/BOFU/Retargeting with ad types, audiences, and KPIs per stage.
`/ads budget <amount>`	Budget allocation across platforms — percentage splits, monthly amounts, projected CPM/CPC/CPA/ROAS.
`/ads testing <campaign>`	A/B testing plan — variables to test, sample sizes, duration, success criteria, statistical significance.
`/ads landing <url>`	Landing page audit — conversion blockers, CTA analysis, trust signals, rewrite recommendations.

Reporting

Command	What It Does
`/ads report-pdf`	Professional 6-page PDF strategy report — score dashboard, personas, funnel, ad copy, budget projections.

Supported Platforms

Platform	Ad Types	Best For
Google Ads	Search, Display, Shopping, YouTube	High-intent search, product listings, retargeting
Meta (Facebook/Instagram)	Feed, Story, Reels, Carousel, Lead Forms	B2C, e-commerce, local businesses, lookalike audiences
LinkedIn	Sponsored Content, InMail, Text Ads	B2B, SaaS, professional services, recruiting
TikTok	In-Feed, TopView, Spark Ads, Branded Effects	Gen Z/Millennial, e-commerce, creators, viral content
YouTube	Pre-Roll, Mid-Roll, Bumper, Discovery	Brand awareness, product demos, tutorials, retargeting
Pinterest	Standard Pin, Video Pin, Shopping, Carousel	E-commerce, lifestyle, home, fashion, food, DIY

Scoring Methodology

The Ad Readiness Score (0-100) is a weighted composite of 5 dimensions:

Category	Weight	What It Measures
Audience Clarity	25%	ICP definition, persona depth, targeting precision
Creative Quality	20%	Hook strength, copy quality, visual concepts, video scripts
Funnel Architecture	20%	Campaign structure, stages, retargeting, conversion path
Competitive Position	15%	Differentiation, competitor gaps, market opportunity
Budget Efficiency	20%	Allocation strategy, platform mix, projected CPM/CPC/CPA

Grade Interpretation

Grade	Score	Meaning
A+	95-100	Elite — campaign-ready, launch immediately
A	90-94	Excellent — minor optimizations before launch
A-	85-89	Very strong — refine targeting or creative
B+	80-84	Good — solid foundation, needs polish
B	75-79	Above average — some gaps to address
B-	70-74	Decent — noticeable improvements needed
C+	65-69	Fair — multiple areas need attention
C	60-64	Below average — significant work required
C-	55-59	Weak — major gaps in strategy
D+	50-54	Poor — fundamental issues across categories
D	45-49	Very poor — strategy overhaul recommended
D-	40-44	Critical — not ready for paid advertising
F	0-39	Failing — build foundations before spending on ads

Sample Output

`/ads strategy`

╔══════════════════════════════════════════════════════════════╗
║  AI ADS STRATEGY REPORT                                      ║
║  Acme Growth Co. — acmegrowth.com                            ║
╚══════════════════════════════════════════════════════════════╝

AD READINESS SCORE: 67/100 (Grade: C+)

┌──────────────────────┬───────┬────────┬──────────┐
│ Category             │ Score │ Weight │ Status   │
├──────────────────────┼───────┼────────┼──────────┤
│ Audience Clarity     │ 72    │ 25%    │ Needs Work│
│ Creative Quality     │ 65    │ 20%    │ Needs Work│
│ Funnel Architecture  │ 58    │ 20%    │ Needs Work│
│ Competitive Position │ 70    │ 15%    │ Needs Work│
│ Budget Efficiency    │ 62    │ 20%    │ Needs Work│
└──────────────────────┴───────┴────────┴──────────┘

TOP 3 QUICK WINS:
  1. Add retargeting campaign for website visitors (missing BOFU)
  2. Replace generic CTAs with benefit-driven copy
  3. Create Meta Lookalike audience from customer email list

Saved: ADS-STRATEGY-AcmeGrowth.md

`/ads quick`

⚡ AD READINESS SNAPSHOT — acmegrowth.com

  Score: 67/100 (C+)
  Best Platform to Start: Meta (Facebook/Instagram)
  Estimated Starting Budget: $1,500-$3,000/mo

  ✓ Clear value proposition
  ✓ Product-market fit signals
  ✓ Existing social proof (testimonials)

  ✗ No retargeting pixel detected
  ✗ Landing page CTA is weak ("Learn More")
  ✗ No video content for ads

Use Cases

Agency Owners

Run /ads strategy for any prospect to deliver a professional ad strategy audit. Charge $500-$2,000 per audit, or use it as a lead magnet to close retainer deals.

E-commerce Brands

Generate platform-specific ad copy for product launches across Meta, Google Shopping, TikTok, and Pinterest. Use /ads funnel to design a complete TOFU-to-retargeting campaign architecture.

SaaS Companies

Build audience personas for B2B targeting on LinkedIn and Google Search. Use /ads budget to allocate spend across platforms and project CAC, LTV, and ROAS.

Local Businesses

Get started with the right platform and budget. /ads quick identifies whether Google Ads or Meta is better for your service area, and /ads budget shows how to allocate a small budget effectively.

Freelancers

Add ad strategy to your service offering. Use /ads report-pdf to deliver professional PDF reports that justify your rates and demonstrate expertise.

Installation

Prerequisites

Claude Code (with an active Anthropic API key)
Python 3.8+ (for PDF generation only)
reportlab — pip3 install reportlab (for PDF generation only)

One-Line Install

curl -fsSL https://raw.githubusercontent.com/zubair-trabzada/ai-ads-claude/main/install.sh | bash

Manual Install

git clone https://github.com/zubair-trabzada/ai-ads-claude.git
cd ai-ads-claude
chmod +x install.sh
./install.sh

Uninstall

curl -fsSL https://raw.githubusercontent.com/zubair-trabzada/ai-ads-claude/main/uninstall.sh | bash

Or run locally:

./uninstall.sh

Project Structure

ai-ads-claude/
├── ads/
│   └── SKILL.md                      # Main orchestrator (command router)
├── skills/
│   ├── ads-audience/SKILL.md         # Audience personas & targeting
│   ├── ads-competitors/SKILL.md      # Competitive ad intelligence
│   ├── ads-keywords/SKILL.md         # Google Ads keyword strategy
│   ├── ads-copy/SKILL.md             # Platform-specific ad copy
│   ├── ads-hooks/SKILL.md            # Scroll-stopping hooks
│   ├── ads-creative/SKILL.md         # Creative briefs
│   ├── ads-video/SKILL.md            # Video ad scripts
│   ├── ads-funnel/SKILL.md           # Funnel architecture
│   ├── ads-budget/SKILL.md           # Budget allocation & ROI
│   ├── ads-testing/SKILL.md          # A/B testing plans
│   ├── ads-landing/SKILL.md          # Landing page audit
│   ├── ads-audit/SKILL.md            # Ad performance audit
│   ├── ads-report-pdf/SKILL.md       # PDF report generator
│   └── ads-quick/SKILL.md            # 60-second snapshot
├── agents/
│   ├── ads-audience.md               # Audience research agent
│   ├── ads-creative.md               # Creative & copy agent
│   ├── ads-funnel.md                 # Funnel architecture agent
│   ├── ads-competitive.md            # Competitor analysis agent
│   └── ads-budget.md                 # Budget & ROI agent
├── scripts/
│   └── generate_ads_pdf.py           # PDF generation (ReportLab)
├── install.sh                        # One-line installer
├── uninstall.sh                      # Clean uninstaller
├── requirements.txt                  # Python dependencies
└── README.md

Disclaimer

This tool is for educational and informational purposes only. Ad strategy recommendations are based on publicly available data and industry benchmarks. Actual advertising results depend on execution, market conditions, and platform algorithms. This is not a substitute for professional advertising management. Always test with small budgets before scaling.

Part of the Claude Code Skills Series
AI Marketing Suite · AI Sales Team · AI Legal Assistant · AI Reputation Manager · GEO/SEO Optimizer · AI Ads Strategist

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