Notes on AI Models
Practical write-ups on evaluating, verifying and deploying AI models, from the team that builds Intura's fine-tuned small models.
EnglishAI Copywriting
AI Copywriting Tools for Natural Indonesian Captions and Product Copy
Which AI copywriting tools write natural Indonesian for Instagram captions and marketplace product descriptions? Picks by job, a six-step naturalness test and a prompt you can copy.
9 minRead more
EnglishGEO
How Do I Find the Questions My Customers Ask AI About My Category?
A 6-step method to collect the real questions buyers ask ChatGPT, Gemini and Perplexity about your category, then test whether AI names your brand.
7 minRead more
EnglishGo Global
How to target global audiences from Indonesia: a guide for small teams
A step-by-step guide for small teams: pick your first market, localize with AI, set up international SEO and GEO, and get paid across borders.
10 minRead more
EnglishOpen Source Licenses
Open Source Licenses for Developers and Vibe Coders: Answers to the Questions You Actually Ask
Can you use a GitHub repo with no LICENSE? A GPL library in your SaaS? Who owns the code Cursor or Copilot wrote? Is Llama open source? An open source license guide for developers, built from real questions, with a checklist to run before you ship.
15 minRead more
EnglishLead Generation
Why Lead Generation Services Fail: 6 Pain Points and How to Vet a Provider
Most lead generation services fail for a structural reason: they get paid per lead or per meeting, not per deal. Here are the six pain points behind that, the hidden costs, and a checklist to vet any provider.
10 minRead more
EnglishAI API
How to Verify a Third-Party AI API Provider Is Using the Real Model
How to verify an AI API reseller, aggregator, or wrapper is serving the model it claims: four test conditions, an LLM judge, and a TOST equivalence test. The result is measurable evidence instead of a hunch.
12 minRead more
EnglishAI Privacy
What Does AI Know About You? 3 Prompts to Find Out and Take Control
Three prompts that show what ChatGPT and Claude have inferred about you, from age range to health concerns, plus the exact settings to review, pause, or delete what AI knows about you.
9 minRead more
EnglishAI Search
Does Social Media Affect AI Search Visibility? Data by Category (2026)
YouTube took 19.3% of Google AI Overview citations in our 1,000-keyword Indonesia study; TikTok missed every top six. See how social media affects AI search visibility by category and how to optimize each channel.
13 minRead more
EnglishSEO Indonesia
How Much Does SEO Cost per Month in Indonesia? 2026 Price Guide
Monthly SEO pricing in Indonesia runs from Rp1 million to Rp50 million+. This guide breaks down every tier: what each package contains, what deliverables cost to produce, and how to test a quote.
16 minRead more
EnglishInstagram
How to Find Trending Instagram Hashtags in 2026 (Without Guessing)
Find trending Instagram hashtags using five in-app sources instead of a copied, undated list. Includes a three-signal freshness test and a 20-minute weekly routine you can actually keep.
8 minRead more
EnglishPrompt Library
25 Competitor Analysis Prompts for ChatGPT, Claude and Gemini (2026)
Twenty-five copy-ready competitor analysis prompts, each matched to the model that handles it best — from mapping who you actually compete with to building a sales battle card and a monthly change report.
15 minRead more
EnglishAI Search
How to Find Good Backlinks for AI Search: A Data Method From 1,000 Queries
We scraped Google's AI Overviews for 1,000 real search queries and scored 1,578 cited domains. Here is the exact method — formula included — for finding backlink targets that AI search actually cites.
8 minRead more
EnglishGEO
How Many Prompts Do You Need to Track AI Brand Mentions?
If your brand shows up in 40 of 100 ChatGPT prompts, your real mention rate could be anywhere from 30% to 50%. Here is the statistical method for choosing how many prompts to track for AI brand mentions — with benchmarks for three industries.
7 minRead more
EnglishLanding Page
How to Build a Free Landing Page with AI (No Coding)
Learn how to build a free landing page with AI — no developer, no budget, no code. A step-by-step guide using real free tools like Framer and Carrd, built for beginners in Southeast Asia.
10 minRead more
EnglishBusiness Website
How to Build a Good Business Website (2026 Guide)
Learn how to build a business website that ranks on Google and gets cited by AI tools like ChatGPT. A complete guide for SMEs in 2026 — must-have elements, costs, and no-code tools.
10 minRead more
EnglishAI Search Visibility
How to Build AI Visibility Without a Big Budget (Intura's Playbook)
AI search drove 285 sessions — 6.3% of Intura's traffic in H1 2026 with zero ad spend, and ChatGPT became its third-largest source. Here is the three-move playbook to get your brand cited by ChatGPT, Gemini, Claude, and Perplexity.
8 minRead more
EnglishTikTok Trend Center
TikTok Trend Center: A Complete Guide for Creators & Solopreneurs
Learn how to use TikTok Trend Center to find trending songs, viral hashtags, and rising content before your competitors — a practical guide for creators and solopreneurs.
11 minRead more
EnglishCRM for Small Business
CRM vs Marketing Automation: What Small Businesses Need to Know
CRM and marketing automation are not the same thing. Here is what each does, how they work together, and which one your small business needs first.
11 minRead more
Bahasa IndonesiaDigital Marketing
Fundamental Digital Marketing: Panduan Bisnis Menengah Indonesia 2026
Panduan operasional 6 pilar fundamental digital marketing untuk bisnis menengah Indonesia di 2026 — SEO, konten, sosmed, iklan berbayar, email, analytics — plus satu dimensi baru: GEO untuk muncul di jawaban ChatGPT dan Gemini.
12 minRead more
Bahasa IndonesiaAI tools social media 2026
AI Tools Social Media 2026: 7 Tren yang Mengubah Cara Brand, Kreator, dan Marketer Bekerja
Tren AI tools social media 2026 untuk brand, kreator & marketer: dari AI agents, video generatif, hingga GEO dan AI brand monitoring di Indonesia.
15 minRead more
Bahasa Indonesiasocial listening tools
Social Listening Tools: Panduan Lengkap untuk Brand di Indonesia (2026)
Temukan cara kerja social listening tools, manfaatnya untuk brand Indonesia, dan bagaimana memilih platform yang tepat untuk memantau sentimen pasar secara real-time.
12 minRead more
Bahasa Indonesiatren warna 2026
Tren Warna di Sisa 2026: 7 Palet Viral yang Mendominasi
Pantone, The Devil Wears Prada 2, hingga TikTok viral: kenali 7 tren warna 2026 yang akan mendominasi fashion, konten digital, dan branding di Indonesia hingga akhir tahun.
14 minRead more
Bahasa IndonesiaGEO
Cara Agar Artikel Kamu Direferensikan oleh ChatGPT: Panduan GEO Lengkap untuk Marketer Indonesia
ChatGPT dan AI search engine lain sudah mengubah cara orang mencari informasi. Pelajari strategi GEO (Generative Engine Optimization) berbasis riset untuk membuat konten kamu dikutip, direferensikan, dan muncul sebagai sumber jawaban oleh ChatGPT, Perplexity, dan Gemini.
14 minRead more
Bahasa Indonesiahook tiktok viral 2026
100 Hook TikTok Viral 2026 di Indonesia: Daftar Lengkap, Template, & Cara Pakai
Kumpulan 100 hook TikTok viral 2026 dalam Bahasa Indonesia, dibagi 10 kategori siap pakai. Tembus FYP dengan formula 3 detik pertama yang terbukti — dari hook pertanyaan, storytelling, hingga hook khusus jualan & affiliate.
20 minRead more
Bahasa Indonesiacopilot for social media
Copilot for Social Media: Panduan Lengkap untuk Marketer Indonesia di 2026
Copilot for social media adalah AI partner strategis, bukan sekadar tools generate caption. Pelajari cara kerjanya, 7 manfaat konkret, 8 fitur wajib, dan framework memilih platform yang tepat untuk tim brand Indonesia di 2026.
14 minRead more
Bahasa IndonesiaAI tools content writing 2026
8 AI Tools Terbaik untuk Content Writing 2026 yang Wajib Dipakai Marketer dan Brand Indonesia
Dari ChatGPT hingga Jasper — ini 8 AI tools terbaik untuk content writing 2026 yang sudah diuji langsung dan relevan untuk kebutuhan marketer dan brand Indonesia.
20 minRead more
Bahasa Indonesiaconsumer insight adalah
Consumer Insight adalah: Definisi Lengkap, Cara Mengumpulkan, dan Tools Terbaik untuk Brand Indonesia di 2026
Consumer insight adalah kunci strategi marketing yang efektif. Pelajari definisi, manfaat, 6 cara mengumpulkan, dan tools terbaik untuk brand Indonesia di 2026.
18 minRead more
Englishgenerative ai platforms 2026
What Are Generative AI Platforms? A Brand Marketer's Guide for Southeast Asia
Generative AI platforms like ChatGPT, Gemini & Perplexity are reshaping how consumers discover brands in SEA. Learn what they are, why they matter, and how to get found.
12 minRead more
Bahasa Indonesiacara mengukur GEO
Cara Mengukur Performa GEO dengan Benar — Bukan Hanya Mengandalkan Traffic dari Google Analytics
Traffic dari ChatGPT di Google Analytics tidak cukup untuk mengukur GEO. Ini metodologi yang lebih valid: desain query, tools evaluasi, dan cara membuktikannya ke client.
15 minRead more
Bahasa Indonesiatren social media 2026
7 Tren Social Media 2026 yang Wajib Dikuasai Marketer Indonesia — Sebelum Kompetitor Mengambil Lebih Dulu
Dari AI-powered content tools hingga social commerce yang makin canggih — ini 7 tren social media 2026 yang paling berdampak untuk brand dan marketer Indonesia.
20 minRead more
Bahasa Indonesiacontoh kalender konten
Contoh Kalender Konten Bulanan yang Bisa Langsung Kamu Pakai | Intura
Contoh kalender konten bulanan untuk brand Indonesia — lengkap dengan template mingguan, contoh isi per platform (TikTok, Instagram, LinkedIn), dan cara membuatnya dari nol.
12 minRead more
Bahasa Indonesiaapa itu GEO generative engine optimization
Apa Itu Generative Engine Optimization (GEO) dan Apa Bedanya dengan SEO? Panduan Lengkap untuk Brand & Marketer Indonesia 2026
Panduan lengkap GEO (Generative Engine Optimization) untuk brand Indonesia 2026: definisi, perbedaan dengan SEO, data terbaru, 7 prinsip implementasi, dan cara agar konten muncul di jawaban ChatGPT, Perplexity & Gemini.
15 minRead more
Bahasa Indonesiaposting konsisten media sosial
Kenapa Brand yang Tidak Posting Konsisten Akan Menghilang dari Algoritma — dan dari Jawaban AI
Posting konsisten di media sosial bukan soal rajin — ini strategi algoritma dan GEO. Pelajari mengapa konsistensi menentukan visibilitas brand di Instagram, TikTok, dan jawaban AI seperti ChatGPT dan Perplexity.
18 minRead more
Bahasa IndonesiaAI Content Marketing
Strategi Content Marketing Menggunakan Claude dan ChatGPT: Panduan Lengkap untuk Brand & Marketer Indonesia 2026
Di 2026, tim content marketing yang tidak menggunakan AI bekerja dua kali lebih keras untuk menghasilkan separuh output. Panduan lengkap strategi content marketing menggunakan Claude dan ChatGPT untuk brand Indonesia 2026 — dengan prompt siap pakai, workflow, dan tips GEO agar kontenmu muncul di jawaban AI.
25 minRead more
Bahasa Indonesiacara pakai ChatGPT riset HP 2026
Cara Pakai ChatGPT, Perplexity & Claude untuk Riset & Banding Produk Elektronik 2026 | Intura
Panduan lengkap cara pakai ChatGPT, Perplexity, dan Claude untuk riset dan bandingkan HP, laptop, dan gadget sebelum beli. Prompt siap pakai, tips, dan contoh nyata untuk konsumen Indonesia 2026.
25 minRead more
Bahasa IndonesiaGEO
GEO untuk Industri Elektronik & Gadget: Cara Brand Smartphone dan Retailer Menangkan AI Search Sebelum Kompetitor di 2026
Konsumen Indonesia tanya spesifikasi Vivo X300 Ultra, Samsung Galaxy A56, dan iPhone ke ChatGPT. Brand elektronik yang tak muncul di jawaban AI kehilangan penjualan. Panduan GEO lengkap.
22 minRead more
Bahasa IndonesiaClaude AI
Cara Pakai Claude AI untuk Bikin Konten Sosial Media yang Real-Time dan Anti AI Slop di 2026: Panduan Lengkap untuk Brand & Creator Indonesia
Di 2026, algoritma TikTok & Instagram aktif menekan AI slop. Pelajari cara mengoptimalkan Claude AI untuk konten yang real-time, autentik, dan tidak terdengar seperti robot.
25 minRead more
TikTok Shop Indonesia
TikTok Shop Analytics for Indonesia: 5 Data Metrics That Drive 2026 Sales
Indonesia is TikTok Shop's largest market globally with USD 4.8B GMV. Learn the 5 critical analytics metrics Indonesian sellers use to 10x revenue: live session engagement, keyword visibility, creator ROI, sentiment tracking, and competitive benchmarking.
14 minRead more
Singapore social media
Social Media Analytics Singapore: How Brands Track Cross-Platform Performance in 2026
Singapore brands face unique challenges: multilingual audiences, high ad costs, and fierce regional competition. Learn the analytics framework Singapore's top brands use to optimize Instagram, TikTok, LinkedIn, and X performance across English, Chinese, and Malay markets.
12 minRead more
Ramadan 2026
How to Read Social Media Trends to Win Lebaran 2026
Ramadan 2026 runs Feb 19–Mar 20 in Indonesia. Learn how to mine TikTok comments, Shopee reviews, and hashtag trends to find the most in-demand Lebaran fashion products before your competitors do.
18 minRead more
creator discovery
How to Find High-Growth Creators Before Your Competitors: The Data-Driven Approach for Southeast Asia Brands
Brands in Indonesia and Southeast Asia are sitting on one of the world's richest creator ecosystems — and most of them are still picking influencers the same way they did five years ago: follower count, a quick scroll of the feed, and gut feel. That approach worked when the creator pool was small. It doesn't work anymore.
12 minRead more
AI Search
AI Search Analytics: How Brands Can Track and Improve Visibility in ChatGPT, Gemini & Perplexity
AI search is reshaping how consumers discover brands. Learn how to track your brand visibility across AI assistants like ChatGPT, Gemini, and Perplexity, and optimize your content for AI-driven recommendations.
7 minRead more
E-Commerce Analytics
E-Commerce Analytics: How to Track Product Performance and Keyword Rankings on Shopee & Marketplaces
E-commerce analytics helps brands optimize product listings, track keyword rankings, and monitor competitor pricing across Shopee and other marketplaces. Here is how to build a data-driven e-commerce strategy.
5 minRead more
Social Media Analytics
How Social Media Analytics Drives Brand Growth: Tracking Engagement Across TikTok, Instagram & X
Social media analytics is no longer optional for brands. Learn how tracking engagement rates, audience growth, and content performance across TikTok, Instagram, and X can transform your brand strategy.
6 minRead more