Adeel Khan
Growth Marketing Expert
Adeel Khan is a full-stack SaaS marketer with 10+ years of experience in content marketing, paid advertising, analytics, and conversion rate optimization. He shares practical insights and strategies drawn from hands-on experience, helping B2B SaaS marketers improve performance and make better marketing decisions.
Read articles by Adeel
Multi-channel attribution: How to measure channel impact
A prospect sees a paid social ad, finds an organic article a week later, returns through email, searches the brand on Google, and finally converts from a direct visit. A last-touch dashboard can make Direct look like the winner even though several channels helped create and develop the demand. Multi-channel attribution measures how different marketing […]
B2B marketing attribution: Models, metrics & how it works
B2B marketing attribution is harder than assigning revenue to the ad or page that came before a conversion. One deal can involve several people, dozens of interactions, a long sales cycle, offline conversations, and a CRM opportunity that appears months after the first website visit. The challenge is connecting those recorded interactions across people, accounts, […]
10 best Dreamdata alternatives & competitors for 2026
Dreamdata is a strong B2B attribution platform, but it is not the right analytics architecture for every revenue team. The right alternative depends on what you need to understand after the first marketing touch. Some teams need product behavior alongside attribution. Others care more about account intent, offline calls, warehouse ownership, AI workflows, transparent pricing, […]
Last-click attribution: How it works, examples & limits
Last-click attribution gives 100% of conversion credit to the final eligible click before a customer converts. It is one of the simplest attribution rules to understand and one of the easiest to misuse. The model is useful when the question is narrow: which click was closest to the conversion? It becomes misleading when that closing […]
Linear attribution model: Formula, examples, pros & cons
Linear attribution is one of the simplest ways to measure a multi-touch customer journey. Every eligible interaction receives the same share of conversion credit, so no touchpoint wins simply because it happened first or last. The arithmetic is easy. The harder question is deciding what belongs in the journey. Attribution windows, repeated interactions, direct traffic, […]
Best revenue attribution tools for 2026 [Top 10]
A revenue attribution tool is only useful if it can connect marketing activity to the revenue record your business actually trusts. A B2B company may care about Salesforce opportunities and Closed Won revenue, a PLG company about subscriptions and expansion, and an ecommerce brand about order revenue and repeat purchases. The right marketing attribution software […]
Revenue attribution: How it works, models & examples
The campaign that generates the most leads can still generate very little revenue. That is why marketing attribution software should not stop at clicks, forms, or signups. Revenue attribution follows the journey into opportunities, purchases, subscriptions, and Closed Won outcomes. This guide shows how to define the revenue event, connect acquisition and behavior with CRM […]
10 best lead attribution software for 2026
Cheap leads can be the most expensive leads in your funnel. A campaign can win on CPL and still create weak qualification, slow opportunities, and little Closed Won revenue. Useful lead attribution goes beyond recording where a form came from. It connects marketing interactions with known leads, CRM stages, opportunities, pipeline, and revenue so teams […]
10 best event tracking tools for SaaS and websites
Every successful SaaS product understands user behavior at the action level. Event tracking tools make this possible by capturing how users interact with features, flows, and key moments across the product. With so many event analytics tools available, the difference often comes down to how quickly you can get reliable data and how easily teams […]