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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.
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8 Facebook Ads Manager alternatives for different use cases
Facebook Ads Manager is now Meta Ads Manager, but marketers still search for Facebook Ads Manager alternatives when the native interface becomes too slow, repetitive, complex, or difficult to trust. The catch is that most alternatives do not replace the underlying Meta advertising account. They replace or extend one part of the workflow: campaign creation, […]
Performance marketing attribution: Track spend to revenue
Meta says a campaign generated 120 conversions. Google Ads claims another 90. The CRM shows only 150 new customers. The numbers can all be internally consistent and still leave one question unanswered: which evidence should determine the next budget decision? Performance marketing attribution becomes difficult because spend lives in ad platforms, behavior lives in analytics, […]
Marketing campaign attribution: Measure campaign impact
Google says Campaign A drove 40 conversions. Meta says Campaign B drove 35. LinkedIn claims another 20, yet the backend records only 80 customers. Different platforms can be internally consistent while still claiming overlapping credit. Marketing campaign attribution solves a narrower problem than broad marketing attribution. It connects named campaigns with customer journeys and business […]
Understanding Goal Tracking in SaaS: Metrics & Examples
Signups can increase while fewer users reach their first meaningful product outcome. Without a clear activation goal, a SaaS team may celebrate acquisition growth while missing weaker onboarding, engagement, or retention. Understanding goal tracking in SaaS means defining the outcomes that matter, mapping them to measurable user or account actions, and monitoring the metrics that […]
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, […]