Insights
Growth marketing, decoded.
Playbooks, benchmarks and case studies on performance marketing, app user acquisition and creative strategy across Southeast Asia and India.
10 min readSoutheast Asia CAC Benchmarks 2026: What Data Exists
Singapore's median Meta CPC is near the global median (SGD 1.00 vs 1.04); the Philippines' is 93% lower. No SEA CAC-by-industry study exists; see the data.
CACbenchmarksSoutheast Asia
11 min readGoogle Ads CPC in India 2026: What Data Actually Exists
Indian ecommerce Google Ads CPC runs from ₹10 to ₹80 depending on which of three vendors you read. See what each source can support and how to measure your own.
Google AdsCPCbenchmarks
9 min readAds Profitable But Not Growing? Why a Good ROAS Isn't Profit
Ads look profitable but the business isn't growing? Break-even ROAS is 1 divided by margin. At a 60% margin it is 1.67x, so a 1.5x ROAS loses money per sale.
profitabilityROASmargin
9 min readScaling Budget Breaks ROAS: Why and How to Fix It
Meta says a budget change is significant \"depending on the magnitude.\" See what resets the learning phase and how to scale budget without losing ROAS.
scaling budgetROASMeta Ads
9 min readMeta Ad Fatigue: Why Ads Burn Out and How to Fix It
Meta flags ad fatigue when cost per result hits twice your past ads. Learn the two Ads Manager statuses, how to read frequency, and a five-step fix.
ad fatigueMeta Adscreative
17 min readGoogle Ads PPC Audit Red Flags: 12 Ad Account Warning Signs to Check
In 30+ audits, at least 70% of accounts counted a purchase twice. 12 PPC audit red flags for Google and Meta: where to check each one and how to fix it.
PPCred flagsaudit checklist
9 min readHow Often Should You Audit Google Ads? A Cadence Guide
Google says a bid strategy needs 1-2 conversion cycles to recalibrate after a change. Here is the weekly, monthly, quarterly and trigger-based audit cadence.
audit cadenceGoogle AdsMeta Ads
9 min readFree Google Ads Audit Tools: What They Miss
Free Google Ads audit tools check real settings: Optimization Score runs 0-100% and Quality Score 1-10. See what each tool flags and what none can judge.
Free toolsGoogle Ads auditWordStream
9 min read12 Questions to Ask Before Hiring a Growth Agency
The average client-agency relationship now lasts about 7 years. These are the 12 questions that separate a good long-term fit from a costly mismatch.
hiring an agencygrowth marketingagency selection
8 min readRetainer vs Performance-Based Pricing: What's Fairer?
Agency retainers and performance-based pricing align incentives very differently. Here's what actually determines which model is fairer for a given engagement.
agency pricingperformance-based pricingretainers
9 min readIn-House vs Agency vs Fractional: Resourcing Growth in 2026
Should you hire in-house, retain an agency, or bring on fractional help? The real cost, speed, and control trade-offs behind each path — with sourced salary and rate data.
hiringgrowth marketingin-house vs agency
15 min readChatGPT Ads: How to Get Started and What to Expect (2026)
ChatGPT ads launched in the US in Feb 2026 with a $200K minimum — now self-serve, no minimum, CPCs around $3-5. Live in India, Singapore, Indonesia, and 60+ countries as of Sept 2026.
ChatGPT adsOpenAIAI advertising
10 min readHow to Measure Marketing ROI (Without Fooling Yourself)
Marketing ROI is a one-line formula. The trap is the inputs: only 52% of marketers can prove their value, and reported ROI overstates what you actually caused.
marketing ROIROASMER
17 min readAEO & GEO in 2026: A Guide for Southeast Asian Brands
The one peer-reviewed study of AI-search visibility found adding statistics lifts citations 37% — and keyword stuffing cuts them 9%. What works, sourced.
AEOGEOAI search
10 min readWhat is AEO? Answer Engine Optimization Explained
AEO is optimizing to be the answer AI engines return. One study found adding statistics lifts visibility 37% — and keyword stuffing cuts it 9%. Here's how.
AEOanswer engine optimizationAI search
11 min readDo You Need an llms.txt File? What the Evidence Says (2026)
Ahrefs checked 137,210 domains: 97% of llms.txt files got zero traffic. Google calls it 'purely speculative.' Here's the evidence — and what to do instead.
llms.txtAEOGEO
11 min readPerformance Marketing in 2026: The Complete Guide
Only 52% of marketers can prove their value. Performance marketing in 2026 runs on three shifts: signal loss, AI-run buying, incrementality. The full guide.
performance marketingattributioncreative testing
12 min readSocial Commerce in Southeast Asia: What Works (2026)
TikTok Shop's SEA GMV doubled to $45.6B in 2025 (Momentum Works). Past the hype numbers, here's what actually works in Southeast Asian social commerce.
social commerceSoutheast AsiaTikTok Shop
13 min readQuick Commerce in India: What Brands Need to Know (2026)
Blinkit's quarterly GOV (₹11,821 cr) overtook Zomato's food delivery. Quick commerce is now a primary channel for Indian consumer brands — here's the playbook.
quick commerceIndiaecommerce
11 min readAttribution & Measurement: What Actually Tells You What's Working
Across 2,226 Meta experiments, last-click attribution explained just 19% of real incrementality. Here's how to measure marketing that actually holds up.
attributionmeasurementincrementality
9 min readHow to Optimise Your Site for AI Search in 2026
Google says there are no special requirements to appear in AI Overviews. So what actually works? Three layers — content, structure, and crawler access — sourced.
AI searchAEOGEO
9 min readIs Your Brand Invisible to ChatGPT? How to Check
You can check whether ChatGPT, Perplexity, Gemini, and Google's AI Overviews mention your brand in about 30 minutes, for free. Here's the exact method.
AI visibilityChatGPTAEO
9 min readGEO vs SEO vs AEO: What's the Difference?
SEO ranks you in a list. AEO makes you the answer. GEO has the data: the one study found statistics lift AI-answer visibility +37% and keyword stuffing −9%.
GEOSEOAEO
13 min readFirst-Party Data Rules in Southeast Asia & India
Google Consent Mode v2 covers the EEA, UK and Switzerland — not Singapore, India or Indonesia. What actually governs your first-party data in each market.
first-party dataConsent Mode v2PDPA Singapore
11 min readWhat Attribution Model Should You Use? (2026)
GA4 offers three attribution models, not seven — Google removed four in November 2023. Most guides still teach them. Here's what actually exists.
attribution modelsGA4 attributiondata-driven attribution
17 min readSEA & India Growth Benchmarks: What's Real (2026)
We tried to build a Southeast Asia benchmark hub. Six of six ranking sources failed verification — one cites ChatGPT as a source. Here's what survives.
SEA benchmarksIndia benchmarksIndonesia digital economy
10 min readHow to Scale App Installs Without Losing Retention
AppsFlyer's 1.1M-creative study found high-spend ads that don't retain users are a leaky bucket. How to scale installs while holding retention, with data.
app installsuser retentionapp marketing
11 min readWhy Is My CAC Increasing? What the 2026 Data Shows
Global ad spend hit $1.17T in 2025 and 2/3 of new dollars go to three platforms (WARC). The verified reasons your customer acquisition cost keeps rising.
CACcustomer acquisition costad auction competition
10 min readGoogle Ads vs Meta Ads for Ecommerce in Southeast Asia
Median ecommerce ROAS runs 3.68x on Google Ads versus 1.93x on Meta — but in Southeast Asia, the cost side changes the math. Here's the verified data.
Google AdsMeta AdsSoutheast Asia
9 min readHow Much Should a Startup Spend on Meta Ads?
Meta's algorithm needs 50 weekly conversions per ad set to exit learning phase. Here's how to size test and scaling budgets around that, not a revenue guess.
Meta adsFacebook ads budgetperformance marketing
9 min readHow to Lower CAC for D2C Brands: A Data-Backed Playbook
Ecommerce retention averages just 30% versus 55-84% in other industries (Shopify). Here's how retention, subscriptions, and referrals actually cut blended CAC.
D2C marketingcustomer acquisition costecommerce retention
14 min readBuilding Predictable Growth Systems for Startups
CMOs now hold the shortest C-suite tenure at 4.1 years (Spencer Stuart). Here's how to structure a growth team and budget that survives leadership churn.
growth marketingstartup marketing teamfractional CMO
11 min readWhat's a Good ROAS by Industry? (2026 Benchmark Data)
Median ecommerce ROAS is 1.93x on Meta versus 3.68x on Google Ads across 18,000 brands (Triple Whale). What a good ROAS actually looks like by vertical.
ROASreturn on ad spendecommerce benchmarks
16 min readCreative Testing for Performance Marketing: A Framework
AI creative diversification lifts Advantage+ ROAS by 22% (Meta, 2025). Here's a real framework for testing ad creative — cadence, sample size, and format.
creative testingad creativecreative fatigue
15 min readReal CAC Benchmarks for Southeast Asia & India (2026)
In 2026, India's median Facebook Ads CPC is $0.11 versus a $1.07 global benchmark — sourced, dated CAC and ROAS benchmark data for Southeast Asia and India.
customer acquisition costSoutheast Asia marketingperformance marketing benchmarks
9 min readHow to Set Up Conversion Tracking That Actually Works
iOS tracking opt-in rates range from 14% to 50% by app category (Adjust, 2025). Build conversion tracking that accounts for the gap, not one that ignores it.
conversion trackingfirst-party dataMeta Conversions API