Product, Growth & Monetisation
Case Studies from
Fintech, SaaS & Consumer Tech
Real strategies. Real outcomes. Behind-the-scenes breakdowns of how products grow and monetise at scale.
30
Case Studies
9+
Years Experience
5
Industries
Showing 30 case studies
From 3.8M to 45M+ Monthly Active Users: The CarInfo Growth Architecture
Building a programmatic SEO engine, engagement loops, and referral flywheel that scaled CarInfo to 45M+ MAU.
1200% Insurance Revenue Growth in 12 Months: The Full Funnel Story
Rebuilding a broken insurance purchase funnel — from ₹14 lakh to ₹1.82 crore per month through 6 parallel interventions.
Building a CRM That Handles 180K+ Monthly Transactions at 99.6% Uptime
A complete architectural rebuild of a vehicle enforcement CRM that crashed at 22K transactions — rebuilt to handle 10× the load.
How We Cut User Acquisition Cost by 30% Without Cutting Volume
Building channel-level attribution from scratch and reallocating spend from cheap-but-low-quality to expensive-but-high-LTV acquisition.
How We Used ML to Predict Insurance Buyers (50,000+ Data Points)
Using predictive modeling to increase insurance conversions by 32%
How We Predicted High-LTV Users Using Behavioral ML (100K+ Sessions)
Using behavioral ML to identify high-value users and optimize monetisation.
Building a Real-Time Intent Scoring Engine for Lead Conversion
Designing a system to score user intent in real-time and improve conversions.
Using ML to Reduce CAC by 31% via Smart Audience Segmentation
Reducing acquisition cost using intelligent ML-driven segmentation.
Predicting User Drop-Off Before It Happens (Churn Prevention Model)
Using ML to predict churn and proactively retain users before they leave.
Personalizing Insurance Offers Using ML-Driven User Clustering
Clustering users to personalise offers and boost conversion rates.
From 1K to 100K Monthly Users: Scaling MoneyRateFinder with SEO + Product Loops
Scaling traffic and retention using compounding growth loops and organic SEO.
How We Increased Insurance CTA Clicks by 2X Using Behavioral Triggers
Improving click-through rate using behavioural triggers and precision timing.
Designing a Growth Loop That Brought 30% Repeat Users in 14 Days
Creating a viral retention loop that drives users back within two weeks.
Optimizing Funnel Drop-Off Using Micro UX Interventions
Reducing drop-offs at each funnel stage with targeted UX improvements.
How We Built a Zero-Cost Growth Engine Using Organic + Product Hooks
Scaling growth to 50K users per month without any paid acquisition budget.
Building a Real-Time Cab Fare Comparison Engine (Uber vs Ola vs InDrive)
Aggregating real-time fares across ride-hailing platforms at scale.
Designing a Comparison Platform Like Monito for the Indian Market
Building a fintech comparison platform tailored for India's remittance landscape.
Creating a Scalable Notification System for 1M+ Users (Trigger-Based)
Designing a trigger-based push notification engine that drives action at scale.
How We Built a Multi-Calculator Finance App That Drives Daily Retention
Building a utility product with compounding daily retention loops.
From Idea to MVP in 7 Days: Building a High-Intent Utility Product
Rapid product development, validation, and first-user acquisition in one week.
UX Redesign That Improved Conversion by 28% (Before vs After Breakdown)
A full design audit and redesign cycle driven by heatmaps and user testing.
Designing Trust in Fintech: UI Patterns That Increased User Confidence
Building credibility through design systems, visual hierarchy, and social proof.
How Microcopy Increased Click-Through Rate by 35% (UX Writing Case Study)
Improving CTR with precision UX writing — button labels, headlines, and nudges.
Reducing Cognitive Load to Improve Funnel Completion (UX Case Study)
Simplifying complex flows to drive significantly higher task completion rates.
Scaling SEO from 0 to 100K Monthly Traffic Using Programmatic Pages
Driving massive organic traffic using a programmatic SEO architecture.
How We Reverse-Engineered Competitors to Win SEO Rankings (MoneyRateFinder)
Creating defensible, compounding SEO advantage in a competitive fintech niche.
How We Ranked #1 for High-Intent Keywords in a Competitive Fintech Niche
A systematic approach to winning top rankings for conversion-driving keywords.
Programmatic SEO for Calculators: Driving 10X Organic Traffic
Scaling organic traffic using calculator-based programmatic page templates.
How We Built an AI-Powered Recommendation Engine for Financial Products
Recommending financial products using AI personalisation and collaborative filtering.
Combining ML + UX + Growth to Increase Conversion by 3X (Full Stack Case Study)
End-to-end conversion optimisation using ML intent scoring, UX redesign, and growth loops.
Browse by topic
Each topic page goes into how that kind of work is approached, with every case study in that area.