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A framework for understanding ad metrics across different stages of the customer journey. It’s especially useful in digital marketing when you’re trying to measure the effectiveness of your advertising efforts at each stage—from awareness to action.


🔍 Breakdown of the Table

Metric TypeAwarenessConsiderationAction
Ad EngagementViews, Impressions, Unique UsersView Rate, Watch Time, Clicks, Social Shares
Brand LiftAwareness Lift, Ad Recall LiftFavorability Lift, Consideration Lift, Brand Intent LiftPurchase Intent Lift
ConversionsPhone Calls, Store Visits, Website ActionsSignups, Sales, In-app Purchases, App Downloads

🧭 What Is the Customer Journey?

Think of it as the path a potential customer takes:

  1. Awareness – They find out about your brand/product.
  2. Consideration – They’re evaluating if your product is worth their time/money.
  3. Action – They take a step like buying or signing up.

🚀 How to Use This Guide in Real Life

Step-by-Step

  1. Define your campaign goal:
    • Do you want more people to know about your brand? (→ focus on Awareness)
    • Are you trying to convince them to think about buying? (→ focus on Consideration)
    • Are you ready to get actual sales? (→ focus on Action)
  2. Pick the right metrics:
    • For Awareness: Track views, impressions, and reach.
    • For Consideration: Look at clicks, view rate, social shares, and website visits.
    • For Action: Focus on sales, signups, or downloads.
  3. Measure & optimize:
    • If you’re not getting clicks (consideration), your ad might need a better call to action.
    • If you have clicks but no signups (action), your landing page may need improvement.

🧠 Quick Tips


Here’s a step-by-step action guide in tabular form, expanded with detailed actions you can take at each stage of the customer journey (Awareness, Consideration, Action), with a focus on ad metrics.


📊 Step-by-Step Ad Metrics Execution Guide

StepCustomer Journey StageMetric CategoryKey MetricsActions to Undertake
1AwarenessAd EngagementViews, Impressions, Unique Users– Launch brand awareness campaigns
– Use broad targeting to maximize reach
– Create visually engaging ads
– Test ad placement on different platforms
2AwarenessBrand LiftAwareness Lift, Ad Recall Lift– Run surveys or brand lift studies
– Use A/B testing to test different messaging
– Partner with publishers or influencers to increase visibility
3ConsiderationAd EngagementView Rate, Watch Time, Clicks, Social Shares– Optimize video length and hook
– Use storytelling in video ads
– Encourage sharing with CTA overlays
– Monitor bounce rate and tweak content targeting
4ConsiderationBrand LiftFavorability Lift, Consideration Lift, Brand Intent Lift– Conduct sentiment analysis
– Use retargeting ads to stay top-of-mind
– Deliver testimonials and case studies
– Optimize ad copy for clarity and benefits
5ConsiderationConversionsPhone Calls, Store Visits, Website Actions– Add click-to-call buttons on mobile ads
– Use store locator extensions
– Track Google Analytics events (form fills, page scrolls)
– Implement lead magnets like eBooks or webinars
6ActionConversionsSignups, Sales, In-App Purchases, Downloads– Launch promotional or offer-based campaigns
– Use urgency (limited-time offers)
– Streamline landing page UX/UI
– Offer easy payment options and clear CTA
7ActionBrand LiftPurchase Intent Lift– Use post-purchase surveys
– Launch loyalty/retention campaigns
– Track cart abandonment and follow-up with emails
– Measure customer lifetime value over time

Here’s a fully elaborated tabular breakdown of all the concepts under Ad Measurement, organized by category, including techniques, metrics, and detailed action steps for implementation and analysis:


📏 Ad Measurement Techniques & Metrics Guide

CategoryTermDefinitionActions to Undertake
Measurement TechniqueActivity AuditIndependent verification of ad activity (e.g., impressions, clicks, viewable impressions, unique users) over a set period.– Hire third-party verification services (e.g., MOAT, IAS)
– Validate campaign delivery with audit logs
– Compare reported metrics to internal ad server data
Measurement TechniqueAd Hoc ReportingOn-demand analysis using tools to answer specific business questions without pre-written queries.– Use platforms like Google Looker Studio, Tableau
– Build real-time dashboards for specific campaigns
– Enable marketing teams to explore custom metrics independently
Measurement TechniqueBenchmarkingComparing business processes and performance metrics to industry best practices.– Use tools like SimilarWeb, Comscore, SEMrush
– Set performance baselines and compare with competitors
– Identify performance gaps and improvement areas
Measurement TechniqueBrand Awareness StudiesSurveys or studies measuring the impact of online advertising on brand perception and recall.– Conduct pre/post ad exposure surveys
– Use brand lift tools from Google, Facebook
– Analyze change in unaided/total brand awareness
Measurement TechniqueCross-Screen MeasurementTracking video ad engagement across devices (TV, mobile, tablet, desktop, OOH).– Use tools like Nielsen, Innovid, or Comscore’s Xmedia
– Align creative strategy across platforms
– Analyze reach/frequency per screen and device
Measurement TechniqueSite-Centric MeasurementWeb audience data collected from the website’s own server logs.– Monitor server log files (Apache, Nginx)
– Track page load times, user sessions, bounce points
– Use for internal site behavior analytics
Measurement TechniqueServer-Centric MeasurementAudience measurement based on server-side log data (ad server, CDN, etc).– Analyze delivery and impression data directly from servers
– Cross-check against DSP/SSP-reported metrics
– Identify discrepancies or fraud issues
Measurement TechniqueUser-Centric MeasurementTracking and analyzing behavior of a sample of real users over time.– Use panel-based analytics tools (e.g., Nielsen Digital Panel)
– Monitor multi-session behavior
– Identify paths to conversion and friction points
Performance MetricBounce Rate% of visitors who leave immediately without engaging after clicking an ad.– Optimize landing page content & load speed
– A/B test messaging and visual hierarchy
– Use event tracking to redefine “engagement”
Performance MetricKey Performance Indicators (KPIs)Critical metrics tailored to business success, such as CPA, ROAS, CTR, etc.– Define KPIs based on campaign objectives (awareness vs. conversion)
– Monitor KPIs through real-time dashboards
– Review weekly/monthly trends for optimization
Performance MetricPerformance MetricsQuantitative indicators of ad outcomes (clicks, leads, purchases).– Track through ad manager platforms (Google Ads, Meta, LinkedIn)
– Set up conversion goals and event tracking
– Use attribution models to analyze impact
Brand MetricUnique DeviceA distinct device ID (e.g., phone, laptop) accessing content during a campaign period.– Monitor through device graphs or cross-device ID mapping
– Avoid duplicate impressions with frequency capping
– Segment audiences by device for personalization
Brand MetricReachThe number of unique individuals exposed to an ad.– Use reach metrics from DSPs or DMPs
– Apply frequency controls to avoid overexposure
– Segment reach across demographics or geography

💡 Bonus Tips for Implementation

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