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Multi-Touch AttributionSee which channels, campaigns, ads, content, and touchpoints drive conversions, pipeline, and revenue.
Analytics & JourneysUnderstand user behaviorWebsite AnalyticsTurn traffic into insight.Product AnalyticsUnderstand engagement and retention.FunnelsFind and fix conversion drop-offs.User JourneysUnderstand paths to purchase.TrendsSpot patterns and changes over time.DashboardsBring key metrics into one view.
Data & IntelligenceAsk, analyze, and actMaven AIAsk questions about your data.MCPNewConnect AI agents to your data.EventsNewCapture the actions that matter.SegmentsGroup users by behavior and attributes.Contact ProfilesUnify visitor, user, and account activity.Reports & AlertsNewStay updated on key metrics.
BY BUSINESSSaaS brandsConnect acquisition, activation, retention, and MRR.Ecommerce brandsSee what drives ROAS, revenue, & repeat sales.AgenciesProve marketing ROI with client-ready reporting.
BY USE CASEReduce CACCut wasted spend & acquire customers for less.Pipeline attributionKnow what marketing creates pipeline.Full-funnel revenue attributionConnect marketing touchpoints to revenue.Paid ads attributionKnow which ads actually drive revenue.Improve ROASPut budget behind campaigns with stronger returns.
BY TEAMMarketing teamsConnect campaigns, pipeline, and revenue in one view.Product teamsTurn product usage into better decisions.Growth teamsFind conversion leaks and scale what works.Founders & CMOsGet marketing numbers you can confidently act on.
Integrations
LEARNBlogAttribution insights, analytics tips, & strategies.Analytics glossaryLearn analytics terms and concepts.Free toolsSimplify everyday marketing tasks.
EXPLORECase studiesReal stories from businesses using Usermaven.ReviewsHear directly from Usermaven customers.Product updatesNew features, improvements, & product updates.Affiliate programEarn 30% recurring commissions for referring customers.
SUPPORTHelp docsSetup instructions and step-by-step product guides.Guided setupGet expert help setting up Usermaven.System statusCheck Usermaven's current status.
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Sign inBook a demo
Home›Authors›Imrana Essa

Imrana Essa

SaaS Marketing Lead

Imrana Essa is a marketing lead and content strategist with 8+ years of experience creating and leading content for B2B and SaaS brands. She specializes in marketing analytics, attribution, content strategy, and organic growth, translating complex marketing concepts into clear, actionable insights. Her work focuses on helping marketers understand performance, make data-informed decisions, and build strategies that contribute to sustainable growth.

Read articles by Imrana

Funnel analysis

Conversion funnel optimization: Strategies, stages & best practices

You work hard to bring people to your website through ads, SEO, content, and social media. But then it happens: users explore a page or two… and leave without doing anything. No sign-up.No purchase.No second chance. It feels like watching potential customers slip through your fingers. This is exactly why conversion funnel optimization matters. When […]

Imrana EssaOct 26, 2026
Funnel analysis

The complete guide to conversion funnels

Up to 70% of potential customers drop off before taking action, usually because the conversion funnel isn’t built for them. A strong conversion funnel is the foundation of every successful business. Whether you want more sales, leads, or signups, your funnel determines how smoothly users move from awareness to decision. When the funnel is unclear, […]

Imrana EssaOct 26, 2026
Marketing analytics

Predictive vs. prescriptive analytics: What’s the difference

Every click, purchase, signup, and customer interaction generates valuable data. The challenge is knowing how to turn that data into meaningful business decisions. Predictive analytics and prescriptive analytics help businesses do exactly that. Predictive analytics uses historical data, machine learning, and statistical models to forecast future outcomes such as customer churn, product demand, or conversion […]

Imrana EssaOct 26, 2026
Marketing strategy

18 best lead generation tools for businesses in 2026

Generating leads today isn’t the hard part. Generating the right leads is. Most teams collect form fills, demo requests, and sign-ups, yet still struggle to answer basic questions. Which channel brings qualified leads? Where do prospects drop off? And which touchpoints actually influence conversion? That gap between activity and insight is where lead generation often […]

Imrana EssaOct 22, 2026
Funnel analysis

B2B sales funnel: Stages, examples, and how to create one

A B2B sales funnel maps how a company moves from first discovering a solution to becoming a paying customer. The six practical stages are awareness, interest, consideration, intent, evaluation, and purchase; onboarding and expansion follow the sale. The challenge is not drawing a funnel. It is agreeing on what qualifies an account for each stage, […]

Imrana EssaOct 21, 2026
Ad analytics

Google Ads benchmarks by industry in 2026

If 2025 was the year of AI automation in Google Ads, 2026 is the year of precision. Marketers are no longer satisfied with clicks. They want proof that every dollar drives real results and measurable ROI. But precision doesn’t come from guessing or copying what competitors do; it starts with understanding where you actually stand. […]

Imrana EssaOct 21, 2026
Customer journeys

Customer journey mapping: Steps, examples & benefits

Ever visited a website and thought, this just gets me? Everything feels smooth. Every step makes sense. Then you switch to another brand, and suddenly you are stuck, confused, or ready to close the tab. Those differences are not accidents. They are the result of customer journey mapping. It is the process of understanding what […]

Imrana EssaOct 21, 2026
Customer journeys

User journey vs. user flow: What really sets them apart?

A user discovers your product, signs up, explores a few features, and leaves before completing onboarding. What went wrong, and how do you find out? That’s where understanding user journey vs. user flow becomes important. A user journey captures the complete experience across different touchpoints, while a user flow focuses on the specific steps someone […]

Imrana EssaOct 19, 2026
Growth metrics

Average order value (AOV): Formula & 7 ways to grow

What if you could grow revenue by 20% this quarter without attracting a single new customer? Sounds unrealistic, right?But for many ecommerce brands, that’s exactly what happens when they start optimizing their average order value (AOV). According to Shopify, a small 10–15% increase in AOV can often outperform the results of a full-scale customer acquisition […]

Imrana EssaOct 16, 2026
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