Author: Arslan Jadoon
-
Data-driven attribution: What it is, how it works, and why it matters
Most marketing teams struggle to prove which campaigns actually lead to conversions. Traditional attribution models, like first-click or last-click, oversimplify the customer journey and often assign credit to the wrong touchpoints. Data-driven attribution solves this by using machine learning to analyze real user behavior and accurately distribute credit across every step that leads to a…
-
What is the path to purchase, and how can you track it?
Not every customer is ready to buy the moment they discover your brand. Most go through a series of steps, researching options, comparing alternatives, and evaluating their offer, before making a decision. This journey is known as the path to purchase. Understanding this path helps you identify what influences buying behavior, where potential customers drop…
-
SaaS marketing analytics explained: Metrics, tools, and how to start
Many SaaS companies invest heavily in marketing, yet struggle to identify which efforts truly drive growth. Without clear insights, teams often make decisions based on assumptions, wasting budget on underperforming channels and missing key opportunities to scale. This is where SaaS marketing analytics becomes essential. By systematically tracking the right data, such as customer acquisition…
-
Average customer acquisition cost: 2025 benchmarks & tips
Customer acquisition cost (CAC) is one of the most critical metrics in marketing analytics, and one of the most misunderstood. Whether you’re running a SaaS platform, managing an e-commerce brand, or leading a growth team, knowing how much you spend to acquire each customer directly impacts profitability, planning, and scale. In this guide, we’ll break…
-
Top 10 marketing analytics companies in 2025
In 2025, marketing analytics is no longer a luxury; it’s a necessity. SaaS founders, marketers, and product teams need reliable tools that go beyond pageviews and vanity metrics. From tracking user journeys and campaign performance to understanding in-app behavior and attribution, the right analytics platform helps you make smarter, data-driven decisions. However, with dozens of…
-
The ultimate B2B SaaS analytics guide for marketers and founders
Most B2B SaaS companies collect vast amounts of data, but few know how to turn that data into clear, actionable insights. Teams often operate with fragmented tools, unclear attribution, and incomplete visibility into the customer journey. The result? Slower growth, higher churn, and missed opportunities across product, marketing, and sales. In a subscription-based business model,…
-
How to reduce customer acquisition cost: Top 6 strategies in 2025
Customer Acquisition Cost (CAC) represents the total investment needed to convert a prospect into a paying customer. Simply put, it’s how much money you spend to get someone to buy your product or service. Managing this number effectively can mean the difference between thriving and barely surviving for businesses of all sizes. Think about it:…
-
The ultimate guide to customer journey mapping
Why do some brands deliver exactly what customers need at the right moment? The answer often lies in customer journey mapping, a method that visualizes every step of the customer experience to discover insights, remove friction, and improve engagement. Journey mapping helps teams across marketing, product, and support understand how users interact with a brand,…
-
9 best customer segmentation software tools for 2025
Customer segmentation software helps businesses analyze customer data, create targeted marketing campaigns, and enhance engagement. By using AI, machine learning, and real-time analytics, these tools automate segmentation, enabling businesses to personalize interactions and optimize conversion strategies effectively. This guide covers the 9 best customer segmentation software tools for 2025, each offering unique features for precise…
-
How to build a lead generation funnel that converts
Generating leads is one thing, turning them into engaged prospects who convert is another. Many businesses lose potential customers because their funnel lacks structure, clarity, or optimization. A well-designed lead generation funnel ensures visitors don’t just pass through but take meaningful action, moving from awareness to engagement and ultimately becoming qualified leads. Success lies in…