🇧🇩 Bangladesh Meta Ads Skill

A Claude AI skill for analyzing, diagnosing, optimizing, and scaling Meta (Facebook/Instagram) Ads campaigns for Bangladesh-based businesses.

npx bangladesh-meta-ads-skill

🎯 Kano ei skill?

Bangladesh er Meta Ads market international guidance theke onek alada:

• CPC ৳3-25 (US/EU er 1/10), CPM ৳60-200 broad audience er jonno
• Cash-on-Delivery (COD) dominant — reported ROAS effective ROAS na
• Eid/Boishakh seasonality CPM 40-120% baray, plan na korle budget poshla
• F-commerce trust crisis (post-Evaly) — new brand er creative trust signal lage
• Monthly purchase cycle — month er 5-15 tarikh peak intent, end-month dip
• Bangla creative broad audience er CTR 30-60% baray English er upore
• Reels + interesting hook static er cheye onek beshi convert kore

Generic Meta optimization guide ei realities cover kore na. Ei skill kore.

📦 Install (Easiest way)

Option 1: One-liner with npx (recommended)

Tomar Claude Code setup er moddhe ei command run koro:

npx bangladesh-meta-ads-skill

Eta default e skill ta ~/.claude/skills/user/bd-meta-ads-optimizer/ e install kore dey.

Option 2: Manual install

git clone https://github.com/afnan-mahmud/bangladesh-meta-ads-skill.git
cp -r bangladesh-meta-ads-skill/skill ~/.claude/skills/user/bd-meta-ads-optimizer

Option 3: Custom path

npx bangladesh-meta-ads-skill --path ./my-project/skills

Update / Uninstall

npx bangladesh-meta-ads-skill --force       # update to latest
npx bangladesh-meta-ads-skill --uninstall   # remove
npx bangladesh-meta-ads-skill --help        # all options

🚀 Test korbe kibhabe?

Install kore Claude open koro ar bolo:

"ami ekta BD fashion brand er meta ads analyze korte chai. Last 7 days e CPM ৳185, CTR 1.2%, CPA ৳420, frequency 2.8 — ki situation, ki korbo?"

Claude automatically bd-meta-ads-optimizer skill load korbe ar BD-context aware analysis + action plan dibe.

📚 Ki ki ache skill er moddhe?

bd-meta-ads-optimizer/
├── SKILL.md                          # Main entry, 5-step workflow
└── references/
    ├── bd_benchmarks.md              # Industry CPC/CPM/CTR/CPA tables
    ├── bd_seasonality.md             # Eid/Boishakh + monthly cycle
    ├── diagnosis_playbook.md         # Symptom → root cause trees
    ├── optimization_playbook.md      # Underperforming → fix actions
    ├── scaling_playbook.md           # Performing → scale roadmap
    ├── creative_playbook.md          # BD Reels/hook/influencer wisdom
    └── report_templates.md           # 4 copy-paste client reports

Coverage

| Aspect | What's included | |--------|----------------| | Benchmarks | Industry-wise CPC, CPM, CTR, CPA, ROAS, conversation cost ranges (e-commerce, fashion, hotel, real estate, education, food, health, B2B) | | Seasonality | Eid-ul-Fitr/Adha, Pohela Boishakh, Durga Puja, monthly purchase cycle (5-15 peak), day-of-week, hour-of-day patterns | | Diagnosis | Decision trees for high CPM, low CTR, no conversion, high conversation cost, sudden drops, learning limited, COD trap | | Optimization | 70/20/10 fix priority, Bangla creative testing, Reels-first, influencer integration, pricing transparency, trust signals | | Scaling | 20% vertical rule, horizontal expansion patterns, creative refresh cycle, pre-festival ramp, operations prep | | Creative | Hook engineering, format guidance (Reels/static/carousel), BD-specific UGC wisdom, influencer tier ROI | | Reports | Quick verdict, full audit, scaling plan, one-line verdict templates |

🛠 Requirements

• Claude Code (terminal CLI) OR Claude.ai Desktop with skills support
• Node.js >=14 (for the npx installer)

Skill nije pure markdown — install ke kono runtime dorkar nei, shudhu installer er jonno Node.

🤝 Contributing

Ei skill community-built. Tomar BD Meta Ads experience theke ja shikhecho — benchmarks, case studies, optimization tricks — sob welcome.

Quick guide:

1. Repo fork koro
2. Branch banao: git checkout -b improve/scaling-playbook
3. Tomar change add koro (markdown shudhu, code change rare)
4. Pull Request kholo

Bistarito guide: CONTRIBUTING.md

High-value contributions amra khujchi:

• 📊 Real benchmark data (anonymized) — tomar account er CPM/CPA range
• 📅 Seasonality observations — kon date e ki dekhecho
• 🎨 Creative case studies — ja kaj korece (Reels hook, hero shot, etc.)
• 🏢 Niche-specific playbooks — fashion, hotel, restaurant, real estate specific quirks
• 🐛 Bug fixes / corrections — kothao bhul ache jeta sothik na
• 🌍 Translations — eitar English-only/Bangla-only/Banglish variants

📋 Related Skills

| Skill | Relation | |-------|----------| | meta-ads-analyzer | Use alongside this — handles auction mechanics, breakdown effect, learning phase. This skill adds BD context + action playbooks. |

⚠️ Disclaimer

Benchmarks ar guidance gulo aggregated BD market data ar contributor experience theke. Tomar specific account history can vary. Always validate against your own historical performance before acting on suggestions.

📄 License

MIT — see LICENSE. Use commercially, fork freely, just keep attribution.

🙏 Acknowledgments

• BD Meta Ads benchmark data partially sourced from KuiperZ 2025 study, AgentWiseX 2026 reports, BD agency aggregated reports
• Built on top of Anthropic's meta-ads-analyzer skill foundation
• Inspired by every BD F-commerce founder who burned cash on Facebook ads to figure this out the hard way 🇧🇩

Star ⭐ ei repo jodi useful lage — community grow korte help korbe.

Made with ❤️ for the Bangladesh marketing community