SERPONG TECH / lab
MANUAL · REV 02 · JUN 2026

CHAPTER §3.1 · TUTORIAL

Setup ChatGPT + Claude untuk Content Indonesia: 5 prompt yang work

Setup workflow ChatGPT + Claude untuk produksi content Indonesia. 5 prompt template proven yang menghasilkan output ready-to-edit untuk SMB content marketer. Includes brand voice setup, output formatting, dan editing checklist.

Menengah · 28 Mei 2026 · 14 min read · by Ayu Pratiwi

ChatGPT dan Claude tools yang paling banyak dipakai content marketer SMB di Indonesia. Tetapi banyak yang underuse karena workflow yang ad-hoc. Tutorial ini cover setup sistematis yang menghasilkan output predictably 70-80% match brand voice, ready untuk editing 20-30%.

§ 3.1.1 Stack tools yang saya rekomendasikan

Primary writing:    Claude (long-form, formal Indonesian)
Secondary writing:  ChatGPT (short-form, conversational)
Research assist:    Perplexity (sources + citation)
Editing tools:      Grammarly (grammar) + Linguix (style)
Storage:           Notion (prompt library + brand voice doc)

Total stack cost: Rp 800-1.2 juta/bulan tergantung tier. ROI: 60-70% time saving untuk content production vs pure manual.

§ 3.1.2 Subscribe + initial setup

Claude Pro (Rp 320rb/bulan):

  • Sign up di claude.ai
  • Billing: support card lokal Indonesia (BCA, Mandiri, BNI accepted)
  • Setting: enable “use Indonesian” di profile default

ChatGPT Plus (Rp 320rb/bulan):

  • Sign up di chatgpt.com
  • Billing: same card lokal options
  • Custom GPT: create personal “Indonesian Content Writer GPT” untuk reusable

§ 3.1.3 Brand voice document — foundation untuk semua prompt

Brand voice document adalah fondasi. Semua prompt reference document ini.

Template:

# Brand Voice — [Brand Name]

## About brand
- Name: [Brand]
- Industry: [Industry]
- Established: [Year]
- Position: [Premium / Mid-market / Budget]

## Mission + values
[2-3 paragraph describing brand mission and what it stands for]

## Target audience
- Demographic: [age range, gender split, income level, location]
- Psychographic: [interests, values, pain points, aspirations]
- Sample reader persona: [200-word description of typical reader]

## Tone characteristics
- Formality: [Formal / Semi-formal / Casual / Mixed]
- Energy: [High energy / Calm / Authoritative / Friendly]
- Humor: [Yes/No, level if yes]
- Empathy level: [High / Medium / Low]

## Vocabulary
- Words we love: [list 20 phrases that feel "on-brand"]
- Words we avoid: [list 20 phrases that feel "off-brand"]
- Industry jargon level: [High / Medium / Low / None]
- Foreign words OK: [Yes / Limited / No]

## Sentence structure
- Average length: [Short 8-12 words / Medium 12-20 / Long 20-35]
- Variety: [High / Medium / Low]
- Common structures: [questions, lists, direct statements]

## Sample paragraph (100-150 words)
[Paste 100-150 word example that perfectly represents brand voice]

## Anti-patterns
[3-5 examples of paragraphs that would FEEL WRONG for brand]

Setup brand voice document satu kali — investment 4-6 jam, return: semua AI output downstream lebih on-brand.

§ 3.1.4 Prompt #1: Blog post outline

You are content writer untuk [Brand Name].

BRAND VOICE: [paste brand voice document]

TASK: Create outline untuk blog post tentang [TOPIC] dengan target audience [AUDIENCE].

REQUIREMENTS:
- Working title (provocative, specific, max 80 char)
- 5-7 H2 sections
- 3-5 sentence per H2 explaining what to cover
- Take a specific stance (don't be neutral)
- Include 1 data point or specific number per section (synthetic OK)
- Suggested word count target: 1000-1500

FORMAT:
- Markdown
- Title bold
- H2 with brief description below each
- End with 3 suggested call-to-action

Tone: [match brand voice doc]. Bahasa Indonesia [formal/semi-formal].

Output yang akan Anda dapat: outline 600-800 kata yang ready untuk write atau revise. Saving: ~2 jam research + outlining manual.

§ 3.1.5 Prompt #2: Long-form draft from outline

Pakai brand voice yang sama.

CONTEXT: Saya punya outline untuk blog post. Write full draft 1200-1500 kata.

OUTLINE: [paste output dari Prompt #1]

REQUIREMENTS:
- Lead dengan hook (1 paragraf yang catch reader perhatian)
- Setiap H2 section: 200-250 kata
- Include data atau example specific di setiap section (kalau angka synthetic, gunakan range yang plausible untuk konteks Indonesia)
- 1 quote, 1 example real-feeling, 1 contrarian view, per article
- Closing dengan actionable takeaway (5-7 bullet, atau 3-paragraph summary)
- Avoid: filler phrases ("dalam dunia yang serba cepat ini"), generic intros, AI giveaway phrases

OUTPUT FORMAT: Markdown, ready to copy-paste ke CMS.

Output yang akan Anda dapat: 1200-1500 kata draft. Quality: 70-80% match brand voice (with brand voice doc setup baik). Editing time: 30-45 menit untuk: cek factual claim, add specific anecdote yang real, remove generic phrases, final read aloud.

§ 3.1.6 Prompt #3: Social media caption batch

Brand voice: [paste]

TASK: Buat 10 social media caption untuk [TOPIC/CAMPAIGN] di platform [Instagram/LinkedIn/Threads].

REQUIREMENTS PER CAPTION:
- Length: [50-100 char / 100-200 / 200-500 — pilih per platform]
- Hook line yang specific (bukan generic question)
- Call-to-action: [save / share / comment / link in bio]
- 5-8 relevant hashtag (mix popular + niche)
- Emoji: [yes/no/limited]

VARIETY:
- 2 educational
- 2 storytelling
- 2 question/poll
- 2 quote/insight
- 2 announcement/news

OUTPUT FORMAT:
1. [Caption 1]
   Hashtags: [list]
2. [Caption 2]
...

Saving: ~3 jam manual brainstorming + writing untuk batch 10 caption.

§ 3.1.7 Prompt #4: Email newsletter intro

Brand voice: [paste]

TASK: Write opening 150-200 kata untuk weekly email newsletter.

NEWSLETTER TOPIC: [topic minggu ini]

REQUIREMENTS:
- Hook lead (1-2 kalimat yang menarik perhatian dalam 3 detik baca)
- Setup context (50-80 kata)
- Preview value: 3 specific things readers will learn di email
- Closing: invitation untuk continue reading
- Personal touch: 1 anecdote real-feeling atau observation

TONE: [from brand voice]
LANGUAGE: Bahasa Indonesia [formal/semi-formal]

AVOID:
- "Hello! Apa kabar?" generic opener
- "Dalam artikel ini..." cliched preview
- "Selamat membaca!" cliched closer

Saving: ~30-45 menit per newsletter intro yang berkualitas.

§ 3.1.8 Prompt #5: Comparison article (side-by-side)

Brand voice: [paste]

TASK: Write comparison article [PRODUCT A] vs [PRODUCT B] vs [PRODUCT C] untuk audience [target audience].

REQUIREMENTS:
- Title: comparison framing
- Intro: 150 kata explaining who this comparison is for + criteria
- 5-7 dimensi comparison (price, features, ease of use, support, integration, etc.)
- Per dimensi: 1 paragraph (80-120 kata) yang specific about each option
- Comparison table: markdown table summarizing
- Verdict section: which to choose for which use case
- Closing: contrarian view or "kalau tidak ada yang fit, alternatif lain"

DATA POINTS: gunakan pricing aktual (cek website masing-masing dulu), feature list yang current, market positioning yang akurat.

LENGTH: 1500-2000 kata.

OUTPUT: Markdown ready-to-publish.

Saving: ~3-4 jam manual research + writing untuk comparison post 1500-word.

§ 3.1.9 Editing checklist setelah AI output

Setiap output AI butuh editing pass. Checklist saya:

[ ] Read aloud — apakah terasa natural?
[ ] Cek factual claim — apakah accurate?
[ ] Remove filler phrases ("seperti yang kita ketahui", "tidak diragukan lagi")
[ ] Tambah 1 specific anecdote yang real (from your experience)
[ ] Cek brand voice consistency — match dengan 5 sample brand content
[ ] Hashtag/keyword: cek apakah accurate untuk SEO + audience
[ ] Link: tambah relevant internal link (3-5 per article)
[ ] Format: cek H2, paragraph length, list formatting
[ ] CTA: clear dan actionable
[ ] Final: ada quirky/personal element yang menunjukkan ini bukan pure AI?

Editing time: 20-40 menit per piece. Kualitas: vs pure AI = 2-3x lebih engaging.

§ 3.1.10 Common mistakes

1. Skip brand voice document — output generic, sounds like every other SMB blog 2. Iterate sama prompt 20+ kali — kalau prompt tidak give hasil di 5 iterasi, re-think approach 3. Publish without editing — Google may flag, audience definitely notices 4. Single LLM untuk semua — Claude untuk long-form, ChatGPT untuk short-form punya output strength berbeda 5. Tidak save prompt library — re-create prompt setiap kali = waste 70% efficiency

§ 3.1.11 Cost-benefit calculation

SMB content production typical:

  • 8 blog post/bulan × 4 jam manual writing = 32 jam
  • 30 social caption/bulan × 30 menit manual = 15 jam
  • 4 newsletter/bulan × 1 jam manual = 4 jam
  • Total: 51 jam/bulan content production

Dengan stack AI + editing:

  • 8 blog post × 1 jam (AI draft + edit) = 8 jam
  • 30 caption × 15 menit = 7.5 jam
  • 4 newsletter × 30 menit = 2 jam
  • Total: 17.5 jam/bulan

Saving: 33.5 jam/bulan = ~Rp 5-15 juta opportunity cost saved/bulan (tergantung billing rate).

Stack cost: Rp 640-1.2 juta/bulan.

ROI: 8-15x untuk SMB content marketer dengan moderate volume.

§ 3.1.12 Verdict

ChatGPT + Claude bukan replacement untuk content writer human. Mereka tools yang multiplier produktivitas content marketer.

SMB yang treat AI sebagai “free writer” akan publish generic content yang underperform. SMB yang treat AI sebagai “drafting assistant + editor multiplier” produce content yang competitive dengan agency-quality untuk 30% of cost.

Foundation: brand voice document yang serious + prompt library + editing discipline. Tanpa foundation, AI tools waste expensive subscription.

Dengan foundation: stack ini sustainable untuk 12+ bulan content production di tier yang sustainable untuk SMB Indonesia 2026.

// TAGS

AIContentChatGPTClaude

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