Coupert Revenue Anomaly Monitor

2026-06-16 20:05 (UTC+8) | Evening Scan | W1: 6/9-6/15 vs W2: 6/2-6/8

P0 Anomalies
2
P1 Anomalies
3
Est. Daily Loss
$5,840
W1 Total Revenue
$649k
W2 Total Revenue
$665k
WoW Change
-2.4%

Daily Revenue Trend (All CP)

P0 Critical Anomalies

amazon.com - Non-PCP Channels Conversion Breakdown (Algorithm 10)

Responsibility: Loong (AT/Analysis) + James (PCP) | First detected: 2026-06-10 | Day 7
Summary: Amazon non-PCP click types (CC, AT, AT_INJECT, SIE_AT_*) have essentially stopped generating orders since ~6/9, despite outbound clicks remaining normal (AT ~1000/day, CC ~1800/day).

Data Evidence:
DatePCP OrdersNon-PCP OrdersPCP CommissionNon-PCP CommissionAT ClicksCC Clicks
6/8549438$4,692$471,2941,934
6/9471627$5,084$651,1071,782
6/10489555$4,631$141,2161,871
6/11508533$4,879$271,1221,599
6/12397505$3,800$361,0651,427
6/133491,712*$3,092$209491,283
6/1413415$1,111$19931,230
*6/13: batch of 1,712 non-PCP orders with near-zero commission ($20 total) -- appears to be delayed/reprocessed orders with stripped commission values

Diagnosis:
1. Outbound clicks remain stable across all services -- this is NOT a service shutdown
2. Non-PCP orders have near-zero commission even when they exist -- tracking link or commission reporting is broken
3. PCP_Save channel still works but is also declining (549->134 over the week, partially data delay for recent days)
4. No interception records found
5. Pattern matches Algorithm 10 (Conversion Breakdown): "出站正常 + 订单归零 = tracking链路断裂"

Impact: Non-PCP was generating ~$70/day commission (low), but PCP decline from ~$4,700/day to ~$1,100/day = ~$3,600/day loss. Total estimated daily loss: $3,600+

Structured Question (NEEDS_HUMAN_ANSWER)

A) BD issue: Amazon changed their affiliate program / tracking parameters?
B) Product issue: Extension config / AB experiment / redirect link changed around 6/9?
C) Tracking issue: commission reporting field broke for non-PCP channels?
D) Amazon policy: commission cap or category restriction applied?
E) Data pipeline: ETL change around 6/9 that stopped processing non-PCP commission?
F) Interception: not detected, but could there be an upstream block?
G) Other?

froyaorganics.com - Complete Conversion Breakdown (Algorithm 10)

Responsibility: Eden (BD) | First detected: 2026-06-10 | Day 7
Summary: Zero orders since 6/10 despite active outbound (54-89 AT clicks/day). Previously 18-22 orders/day ($250-320/day commission).

Data Evidence:
DateOrdersCommissionAT ClicksCB Clicks
6/622$322--
6/718$291--
6/821$248--
6/98$1447130
6/100$0773
6/110$0550
6/120$0700
6/130$0540
6/140$0890
Diagnosis:
1. Outbound clicks active (AT 54-89/day) but orders completely stopped
2. CB clicks dropped to 0 after 6/9 (was 30 on 6/9, then 3, then 0) -- CB service likely closed
3. No interception records
4. Classic conversion breakdown: affiliate program likely cancelled or tracking broken

Impact: ~$300/day loss (prev avg $323/day for W2 = $2,264/week)

Structured Question (NEEDS_HUMAN_ANSWER)

A) Affiliate program cancelled by froyaorganics?
B) Tracking link broken / landing page redirect issue?
C) Order interception at a level we can't see?
D) Known promotional end -- orders will resume?
G) Other?

P1 High Priority Anomalies

zoro.com - Revenue Accelerating Drop (B3) + Batch Reporting Pattern

Responsibility: Eden (BD) | Status: Investigating
Summary: W1(6/9-15) $4,488 vs W2(6/2-8) $5,945 (-24.5% WoW). But critical: last 2 days avg $14.42/day vs week avg $641/day = 2.2% ratio (B3 threshold: <50%).

Daily Pattern: 6/9:$1,215 → 6/10:$895 → 6/11:$1,577 → 6/12:$708 → 6/13:$64 → 6/14:$29 → 6/15:$1,107 (recovered!)

Diagnosis: Zoro.com shows batch reporting pattern (avg_delay ~0.4-0.9 days). The 6/13-6/14 drop followed by 6/15 recovery suggests this is a data delay false alarm, not a true anomaly. Outbound also dropped on those days (from 85→21→26 AT clicks then recovered).

Verdict: Data Delay Likely batch reporting gap. Monitor tomorrow - if 6/16 data arrives normally, close this item.

aliexpress.us - Accelerating Drop (B3)

Responsibility: Eden (BD) | Status: New
Summary: W1 $1,308 vs W2 $2,224 (-41.2% WoW). Last 2 days avg $6.78/day vs week avg $187/day = 3.6% ratio.

Daily Pattern: 6/9:$434 → 6/10:$354 → 6/11:$145 → 6/12:$218 → 6/13:$142 → 6/14:$14 → 6/15:$38
Orders: 361 → 326 → 203 → 126 → 198 → 41 → 66

Diagnosis: Consistent decline throughout the week, not a single-day cliff. Orders declining proportionally with commission. Outbound clicks remain stable (~110-155/day). This is a gradual conversion decline, not a sudden breakdown.

vs aliexpress.com: Main aliexpress.com also declining but less severely (-29.5%). The .us variant is hit harder.

Possible causes: AliExpress US promotional period ended, or affiliate commission rates reduced for US market.

coversandall.com - Revenue Near-Zero (A1 variant)

Responsibility: Eden (BD) | Status: New
Summary: W1 $23.81 (2 orders) vs W2 $1,572 (13 orders) = -98.5% drop.

Daily Pattern: W2 had $1,572 concentrated in few days. W1 shows only 2 orders on 6/12 ($23.81), otherwise zero.
Outbound: Near-zero (0-2 clicks/day) -- service essentially inactive.

Diagnosis: Both outbound and orders collapsed. This appears to be service closure or affiliate program termination. Low absolute impact (~$225/day loss) but complete cessation pattern.

Active Anomaly Tracker

IDDomainTypeStatusDaysLatest DataOwner
A-0615-006amazon.comConversion Breakdown (C6)tracking76/14: 149 orders/$1,111 (vs baseline 1,100/$4,580)Loong
A-0615-001xfinity.comCommission Anomaly (B1)tracking12+6/14: 24 orders/$4.77 (vs baseline $175/day)Eden
A-0615-002froyaorganics.comConversion Breakdown (C6)tracking76/14: 0 orders, 89 AT clicksEden
A-0615-005agoda.comRevenue Drop (B1)tracking11W1 $2,135 vs W2 $2,954 (-27.7%)Eden
A-0615-007fc-moto.deService Closed (A4)tracking8Zero orders since 6/9Eden
A-0615-008vikingdirekt.atFraud Suspect (F5)tracking1user 6749231: 120x $0.0191Suchot
A-0615-009michaels.comOutbound Cliff (A4)new1W1=1 vs W2=556 outboundEden
A-0615-010victoriassecret.comOutbound Declinenew1W1=190 vs W2=781 (-75.7%)Eden
A-0615-011spacenk.comRevenue Cliff + Outbound Dropnew1W1=$58 vs W2=$1,039 (-94.4%)Eden
NEWcoversandall.comService Closed (A1)new4+W1 $24 (2 orders) vs W2 $1,572Eden

Data Delay Excluded Items (Not True Anomalies)

rokt.com - Low Volume Variance (NOT anomaly)

W1 $6,244 (8 orders) vs W2 $13,001 (21 orders). Drop is -52% but this is a high-value/low-volume merchant (~$900/order). Daily pattern shows consistent 1-2 orders/day. The W2 had an unusually good week. Current run rate is normal for this merchant.
Verdict: Normal variance for low-volume high-ticket merchant. No action needed.

targetoptical.com - Batch Reporter

W2 had $2,317 (78 orders concentrated on 6/3). W1 shows $0. This merchant reports in batches every 5-7 days. Next batch expected any day.
Verdict: Known batch reporting pattern. Not an anomaly.

amazon.com 6/14 data (partial)

6/14 shows only 149 orders in dwd. This is likely partially due to data still arriving (today is 6/16, Amazon avg delay is ~0 days but weekend processing may be slower). However, the broader trend of non-PCP channel breakdown IS real and NOT a delay artifact.

zoro.com 6/13-6/14 dip

Already recovered on 6/15 (32 orders/$1,107). Batch reporting gap confirmed. Will monitor but likely resolved.

Growth Opportunities (E1)

Growth Domains This Week

DomainW2(6/2-8)W1(6/9-15)GrowthNote
etsy.com$4,524$8,542+88.8%Strong organic growth, 4703→5195 orders
appsumo.com$933$2,881+209%Likely promotional event
macys.com$2,109$3,556+68.6%Seasonal uplift
paramountplus.com$829$1,332+60.6%Subscription growth
rebuy.de$560$1,026+83.2%EU market expansion
luxuryescapes.com$619$957+54.6%Travel season
barcelo.com$641$964+50.5%Travel season

Backfill Delay Learning Results

Based on create_date vs visit_time analysis (DATEDIFF) for orders entered 6/10-6/15

DomainAvg Delay (days)T+1 Fill RatePatternImplication for Monitoring
amazon.com-0.3 to 0.0>95%Near-real-time, sometimes pre-dated6/14 low data is likely real, not delay
rokt.com0.0100%Same-day reportingWhat you see is what you get
zoro.com0.4-0.9~70%Batch reporting with 1-day lagWait T+2 before alarming on zero days
aliexpress.us0.1-0.4~85%Near-real-time with slight lagRecent day drops may be partially delay
froyaorganics.comN/A (zero orders)N/ANo orders to measure since 6/10Confirmed real anomaly, not delay
xfinity.com~0>90%Orders arrive but commission=0Commission reporting issue, not delay

Top Affiliate Performance (W1 vs W2)

AffiliateW2 CommissionW1 CommissionChangeNote
cj_coupert$59,077$58,174-1.5%Stable
admitad_coupert$49,257$43,657-11.4%Moderate decline
digdip_cp_extension$44,192$37,212-15.8%Notable decline
impactradius_coupert$42,065$43,679+3.8%Growing
awin_coupert$37,723$35,564-5.7%Slight decline
Skimlinks_coupert$32,322$31,045-3.9%Stable
ls_coupert$26,211$31,302+19.4%Strong growth
flexoffers_coupert$10,703$13,786+28.8%Strong growth

Note: digdip_cp_extension -15.8% deserves monitoring. If sustained next week, investigate whether extension distribution or activation rates changed.

Trend Insights

#Domain/DimensionTypeDataDaysRisk
1amazon.com (non-PCP)Channel extinctionCC/AT orders: 500/day→0/day5+Critical
2digdip_cp_extensionAffiliate slow decline$44k→$37k (-15.8%)7Watch
3aliexpress (.com + .us)Gradual decline.com -29.5%, .us -41.2%7Watch
4Overall W1 vs W2Mild global decline$649k vs $665k (-2.4%)-Normal