Prooflytics
Marketing Analytics Blog
Benchmarks, attribution frameworks, and platform guides for performance marketers. How to diagnose, decide, and act — without the dashboard fatigue.
- Analytics
The Vanity Metrics Trap in Marketing Dashboards (and How to Escape)
Vanity metrics (impressions, likes, page views, email opens) feel productive but produce zero budget decisions. 87% of marketers say data is critical but only 32% trust their own. The three-question test that separates actionable KPIs from vanity, and the migration to a metrics-that-matter dashboard.
10 min read - Attribution
Why Last-Click Attribution Is Broken (and What to Use Instead)
Last-click attribution gives 100% credit to the final touchpoint, systematically erasing 90+ days of B2B buyer journey and overspending on bottom-funnel channels by up to 60%. Why the model fails and the migration path that works.
8 min read - Strategy
Marketing Budget Planning Template (2026): 70/20/10 Model + Quarterly Cadence
A marketing budget template needs five sections: total budget sizing, channel allocation (70/20/10 model), quarterly pacing, contingency planning, performance reallocation rules. Copy-ready structure with benchmark spend ranges by ARR stage.
10 min read - Operations
Marketing Funnel Diagnostic Template (2026): Find Where Pipeline Leaks
A marketing funnel diagnostic walks through 5 stages: traffic, lead capture, MQL qualification, SQL handoff, closed-won conversion. Copy-ready template with benchmark thresholds and the 7-day diagnostic workflow that identifies the real bottleneck.
11 min read - Operations
Attribution Audit Template (2026): 7-Step Checklist to Fix Broken Tracking
An attribution audit walks through 7 layers: UTM naming consistency, tracking pixels, conversion events, attribution model alignment, conversion windows, channel definitions, cross-platform reconciliation. Copy-ready checklist that catches the errors that distort 20%+ of analytics decisions.
11 min read - Strategy
Marketing QBR Template (2026): Quarterly Business Review for Marketing Teams
A marketing QBR needs 7 sections: prior-quarter results, channel performance, funnel health, unit economics, strategic learnings, next-quarter plan, asks. Copy-ready 60-minute agenda with field-level guidance.
10 min read - Strategy
CMO Board Report Template (2026): 5 Slides That Earn Trust
A CMO board report fits on 5 slides plus appendix: portfolio scorecard, channel efficiency, marketing's revenue contribution, pipeline health, next-quarter plan. The structure that holds up under board scrutiny and gets re-approved each cycle.
9 min read - Operations
Marketing Campaign Brief Template (2026): 10 Sections That Ship
A marketing campaign brief needs ten sections: name, objective, audience, message, channels, assets, timeline, budget, KPIs, approval flow. Copy-ready template with field-level guidance and the 90-minute completion target.
9 min read - Strategy
Marketing OKRs Template (2026): Quarterly Goals That Drive Pipeline
Marketing OKRs need 3-5 objectives with 3-5 key results each. Copy-ready quarterly examples for B2B SaaS and DTC, with the structure that ties marketing work to revenue outcomes (not vanity metrics).
10 min read - Strategy
Marketing KPI Tree Template (2026): From North Star to Owned Metrics
A marketing KPI tree connects one north-star metric to 3-5 driver metrics, then to 2-3 owned metrics per driver. Copy-ready structure for B2B SaaS and DTC with named owners and the 60-minute build workflow.
10 min read - Strategy
Annual Marketing Plan Template (2026): 8 Sections That Get Approved
An annual marketing plan needs eight sections: executive summary, situation analysis, goals, audience, strategy, channel tactics, budget, measurement. Copy-ready structure following the SOSTAC framework with budget allocation and quarterly milestones.
11 min read - Operations
Marketing Dashboard Template (2026): 3-Tier Structure for CMOs
A marketing dashboard needs three tiers: summary (5-7 KPIs scannable in 60 seconds), segmentation (by channel, campaign, region, segment), and drill-down (why and what to do). Copy-ready structure with KPI selection by ICP type.
10 min read - Operations
Monthly Marketing Report Template (2026): Structure That Earns Budget
A monthly marketing report needs five sections: one-page executive summary, channel performance, financial overview, top campaigns, next-month plan. Copy-ready structure with field guidance and the difference from weekly reports.
9 min read - Operations
Weekly Marketing Report Template (2026): 6 Sections That Work
A weekly marketing report needs six sections: executive summary, channel performance, goal vs actual, week-over-week trends, anomaly explanation, and recommended actions. Copy-ready structure with field-level guidance and the 12-minute completion target.
10 min read - Analytics
First-Purchase ROAS vs 90-Day ROAS: Which to Optimize
First-purchase ROAS reports revenue inside a 7-30 day window. 90-day ROAS captures repeat orders that follow. Optimizing the wrong window misallocates ad budget by 20-40% for DTC brands with strong repeat-purchase behavior. Decision framework and benchmarks.
10 min read - Analytics
Pipeline Coverage Ratio: The 3x Rule and What It Misses (2026)
The classic 3x pipeline coverage rule is a 1990s enterprise relic. The correct ratio depends on your win rate: 25% win rate needs 4x coverage, 33% needs 3x. Benchmarks by segment, the formula that actually matches your team, and the diagnostic for coverage drift.
10 min read - Analytics
Customer Lifetime Value (CLV) Calculation: 3 Methods Compared
Historic CLV is backwards-looking and reliable but slow. Cohort CLV is operational and updates fast. Predictive CLV is precise but requires data depth. Which method to use depends on your data maturity and decision horizon - not on what's mathematically purest.
10 min read - Analytics
CPA vs CAC: The Difference and When Each Matters (2026)
CPA measures cost per single conversion at the campaign level. CAC measures fully-loaded cost of acquiring a paying customer at the business level. Confusing them produces $50K-$500K in misallocated budget per year for most mid-market teams. Clear definitions and decision framework.
10 min read - Analytics
Net Revenue Retention (NRR) Benchmarks 2026: 97% to 130%+
B2B SaaS NRR median is 106% in 2026. Enterprise leads at 118% median, mid-market 108%, SMB 97%. Best-in-class exceeds 130%. Benchmarks by segment and ARR stage, with the diagnostic for NRR underperformance.
9 min read - Analytics
Repeat Purchase Rate Benchmarks (2026): 10% to 55% by Category
DTC average repeat purchase rate is 25-30%. Consumables hit 40-55%, beauty 30-40%, fashion 25-32%, luxury just 10%. Benchmarks by category and the 60-day window that predicts 3× higher long-term retention.
10 min read
