Period
to
Compare to
2026 YTD (Jan–Mar 20) vs 2025 Full Year ⚠ 2026 data is partial (Jan 1 – Mar 20)
πŸ“Š RevenueDuckDB
πŸ”€ BlendsDuckDB
πŸ’° Ad SpendDuckDB
πŸ“ˆ Channel ROASADZVISER LIVE
ChannelSpendConv ValueROASPurchasesCPCCTR
Meta Ads$29,933$121,2264.05x2,215$2.991.0%
Google Ads$5,661$34,6456.12x392$2.365.9%
Amazon Ads$3,233$18,2165.63x553$0.950.9%
Meta Mar '26 ROAS (4.05x) vs Meta Mar '25 ROAS (based on Adzviser): significant improvement. Google continues to outperform at 6.12x with highest CTR (5.9%).
🌐 Web Analytics (GA4)NEW β€” LIVE
Active Users
19,820
Mar '25: 49,775 (-60%)
New Users
18,430
93.0% of active users
Sessions
26,862
Mar '25: 61,120 (-56%)
Engagement Rate
46.9%
Mar '25: 43.4% (+3.5pp)
Conversion Rate
6.29%
Mar '25: 4.71% (+1.6pp)
Avg Session Duration
2:14
Mar '25: 1:50 (+24s)
First-Time Purchasers
1,583
Mar '25: 2,737 (-42%)
Total Purchasers
1,666
Mar '25: 2,849 (-42%)
⚠️ Key insight: Traffic is down 56% YoY but CVR is up 34% (4.71%β†’6.29%). Revenue per session is significantly higher. Fewer visitors, but better visitors β€” likely less top-of-funnel prospecting spend.
πŸ“‘ Traffic Channels (GA4 β€” March MTD)ADZVISER LIVE
Revenue by Channel
Unassigned
$35,237
8.3%
38.2%
Paid Search
$19,227
13.1%
20.9%
Direct
$14,778
5.9%
16.0%
Paid Social
$10,787
4.4%
11.7%
Organic Search
$6,365
4.0%
6.9%
Organic Social
$3,041
2.6%
3.3%
Cross-network
$1,081
4.5%
1.2%
Other
$1,708
β€”
1.9%
⚠️ "Unassigned" is #1 at 38% ($35K) β€” likely Klaviyo email traffic missing UTM tags. Fix UTM tagging in Klaviyo to properly attribute. Paid Search has highest CVR (13.1%).
πŸͺ Sales by Channel
S
Shopify
$92,224
68.5%
A
Amazon
$42,497
31.5%
GA4 Transactions
1,689
AOV: $54.60
Amazon Units Ordered
1,315
AOV: $32.32
Channel shift: Amazon is 31.5% of revenue (Mar '25: 31.0%). Stable mix.
πŸ’΅ Net Revenue After Ad Spend KATELYN
● Shopify Net (after Meta + Google)
$88,009
$123,603 rev βˆ’ $29,933 Meta βˆ’ $5,661 Google
● Amazon Net (after Amazon Ads)
$39,264
$42,497 rev βˆ’ $3,233 Amazon ads
Total Net After All Ad Spend
$127,273
Revenue remaining after all ad spend
Ad Spend as % of Total Rev
23.4%
$38,827 / $166,100 Β· Goal: ≀27% βœ“
πŸ‘₯ Customer MixGA4 LIVE
First-Time Purchasers
1,583
95.0% of all purchasers
Total Purchasers
1,666
83 returning (5.0%)
LTV KATELYN
$73.30
All-time Shopify Β· from DuckDB
LTV:CPA KATELYN
3.19x
$73.30 / $22.99 CPA
Frequency KATELYN
1.46
Avg orders/customer (all-time)
πŸ“§ Klaviyo LIVE MCP
Total Attributed Revenue
$234,896
Last 90 days Β· Email + Flows + SMS
Email Campaign Revenue
$157,452
42 campaigns Β· 2.94M recipients
Email Flows β€” $73,590 attributed (21 flows)
Welcome Flow
$23,757
401 conv
Cart Flow
$12,537
189 conv
Checkout Flow
$8,057
131 conv
Browse Flow
$5,625
79 conv
SMS Welcome Series
$5,354
95 conv
Winback Flow
$4,761
84 conv
SMS β€” $3,854 (7 campaigns)
SMS Recipients
~54,000
Click Rate
~20%
SMS Revenue
$3,854
πŸ“… March YoY ComparisonYoY
MetricMar '26 MTD
(19 days)
Mar '25
(full month)
Mar '26
Run Rate
YoY
Run Rate
Total Revenue$166,100$264,851$271,005+2.3%
Shopify Revenue$123,603$182,653$201,668+10.4%
Amazon Revenue$42,497$82,198$69,311-15.7%
Total Ad Spend$38,827$74,182$63,349-14.6%
Meta Spend$29,933$62,998$48,838-22.5%
Google Spend$5,661$1,336$9,237+591%
Amazon Ads Spend$3,233$9,848$5,275-46.4%
MER4.28x3.57x4.28x+19.9%
GA4 Sessions26,86261,12043,830-28.3%
GA4 CVR6.29%4.71%β€”+33.5%
GA4 Purchasers1,6662,8492,719-4.6%
Story: With corrected Shopify API revenue, March is actually pacing +2.3% ABOVE Mar '25. MER improved from 3.57x to 4.28x (+20% YoY). Spend is down 15–22%, CVR up 34%. The business is materially more efficient. Google scaled 6x YoY. Validated within 5% of Triple Whale (TW: 4.52x).
Data Sources: LIVE GA4, Meta Ads, Google Ads, Amazon Ads via Adzviser MCP LIVE Klaviyo via dedicated MCP BATCH LTV, Frequency from DuckDB (2024-2025) ● Platform fees (est.), COGS (est.) ● Shopify API timeout, Amazon Seller timeout Updated: March 19, 2026