Data Sources & Validation
Primary Data Sources
All metrics in this report are derived from the following verified data sources:
Source Metric Validation Method
GA4 Traffic Acquisition Organic Sessions, Key Events Verified against GA4 dashboard screenshot (1.19M sessions, 112K events)
GA4 Pages & Screens Page-level traffic, conversions, engagement Aggregated by site section; validated against anchor totals
GA4 Events form_submit event count Isolated from all events; cross-referenced with conversion data
Google Search Console Clicks, impressions, CTR, position Segmented by 13-variant brand regex; MoM/YoY calculated
SERanking Keyword positions, ranking changes Tracked keywords compared to baseline (Dec 18, 2025)
Looker Studio / Demandbase ABM segments (BG1/BG2) Integrated into reporting flow for account-based insights
Key Segmentation Logic
Brand vs. Non-Brand Segmentation
GSC data is segmented using the following 13-variant regex applied to the Query dimension:
zuora|zoura|zuroa|zurora|zuara|zuoro|zora|zuor|zuoara|zoora|zuaro|zaiora|zuoura
Branded Queries: Queries matching the regex (e.g., "zuora", "zoura", "zora")
Non-Branded Queries: All queries NOT matching the regex (e.g., "subscription billing software", "revenue recognition")
Site Section Mapping
Page-level data is aggregated into logical site sections using URL path prefixes:
Section URL Path Content Type
/products/ All pages starting with /products/ Commercial product pages
/guides/ All pages starting with /guides/ Educational guides and best practices
/glossary/ All pages starting with /glossary/ Terminology and definitions
/solutions/ All pages starting with /solutions/ Industry-specific use cases
Calculation Methodologies
Month-over-Month (MoM) Change
MoM Change = (Current Month Value - Previous Month Value) / Previous Month Value × 100%
Year-over-Year (YoY) Change
YoY Change = (Current Month Value - Same Month Previous Year Value) / Same Month Previous Year Value × 100%
Average Conversion Rate
Avg CVR = (Total Key Events / Total Sessions) × 100% Example: (112,113 / 1,190,118) × 100% = 6.15%
Click-Through Rate (CTR)
CTR = (Total Clicks / Total Impressions) × 100%
Data Quality Assurance
Anchor Total Validation: All granular metrics are validated against anchor totals from GA4 Traffic Acquisition to ensure no data loss or double-counting.

Reporting Period: Jan 1, 2025 – Jan 18, 2026 (verified against GA4 dashboard screenshot)

Conversion Event Isolation: The report distinguishes between "Key Events (All)" and "form_submit" for precise conversion tracking.

Organic Search Filter: All metrics are filtered for Organic Search channel group to isolate SEO performance.