Product & AI Blog
Notes on building AI products, making trade-offs, and deciding what comes next.
8 articles in Growth & Monetization
Product Localization for International Markets: More Than Translation
Product decisions when launching in new countries: translation, local payments, pricing and currency, content availability, date formats and regional testing.
4 min read · Strategy & Roadmaps, Growth & Monetization
Subscription Churn Analysis: Finding Out Why People Actually Leave
How to analyse subscription churn: voluntary vs involuntary, cohort timing, leading signals before cancellation and what to do with cancellation survey answers.
4 min read · Growth & Monetization, Metrics & Analytics
Free Trial Design for Subscription Apps: Length, Card Upfront and What Happens After
Product decisions in a subscription free trial: trial length, card required or not, what users do in week one, reminder emails and fair cancellation.
4 min read · Growth & Monetization
SVOD, AVOD, TVOD and Hybrid: Choosing an OTT Monetization Model
Compare OTT monetization models (subscription, ad-supported, transactional and hybrid) by content, audience, platform and what each one means for the product.
4 min read · Growth & Monetization
How to Price an AI Feature in a B2B Product
Pricing options for B2B AI features: bundled, add-on, usage-based and credits, how each handles heavy users, and what enterprise buyers push back on.
4 min read · AI & LLMs, Growth & Monetization
Travel Booking Checkout Conversion: Where People Drop Off and Why
Why travel checkouts lose people: price changes, surprise fees, payment failures and unclear confirmation, plus how to measure each step properly.
4 min read · Growth & Monetization, Metrics & Analytics
LLM Cost Per User: Working Out the Unit Economics of an AI Feature
Estimate the running cost of an LLM feature per request and per user, find the expensive usage patterns, and decide which cost levers to pull first.
4 min read · AI & LLMs, Growth & Monetization
OTT Streaming Metrics: What I Would Track Before Watch Time
Streaming product KPIs beyond watch time: playback start, buffering, play failures, discovery and subscription health, with how to segment them.
4 min read · Metrics & Analytics, Growth & Monetization