High Vac Depot

Friday Performance Analysis Report
Data Period: Last 30 Days | Generated: January 10, 2026

Key Finding

Pause Fridays Now - But Watch March Too

Your instinct about Fridays is correct right now. December is at 33% of Mon-Thu average. But here's the twist: January 2025 was actually great (145%), so this January's crash isn't seasonal - something else changed. Also note: March is historically weak (47%).

The Recommendation

Pause Fridays through January, re-enable in February (historically normal at 101%), but be ready to pause again in March if it follows last year's pattern. April through September are reliably strong.

Critical Context: Time Period Analysis

Time Period Friday ROAS Mon-Thu Avg Friday vs Avg Status
Last 30 Days 1.45x 7.79x 19% Very Bad
Last 3 Months 5.49x 8.17x 67% Underperforming
Last 6 Months 10.88x 11.07x 98% Nearly Equal

What this means: Something changed around October-November 2025 that caused Friday performance to decline. This could be seasonal (holiday behavior), a campaign change, competitor activity, or random variance. The 30-day snapshot alone would suggest cutting Fridays, but the 6-month view shows this isn't historically true.

Seasonality Deep Dive: Full Year Friday Performance

Complete 12-month analysis reveals important patterns - including a historically weak March.

Month Fri Cost Fri ROAS Mon-Thu ROAS Fri vs Avg Status
Jan 2025$2,90312.03x8.29x145%Great
Feb 2025$1,77611.22x11.08x101%Normal
Mar 2025$1,5296.01x12.91x47%Poor
Apr 2025$1,3009.43x9.34x101%Normal
May 2025$2,1247.76x7.65x101%Normal
Jun 2025$1,9606.93x6.86x101%Normal
Jul 2025$1,74310.84x9.90x109%Normal
Aug 2025$2,7638.59x10.06x85%Below Avg
Sep 2025$2,77315.47x13.24x117%Great
Oct 2025$2,6986.91x9.99x69%Below Avg
Nov 2025$2,8055.39x6.12x88%Below Avg
Dec 2025$2,3402.38x7.26x33%Poor

Key Patterns Identified

January 2025 was actually great (145%) - so this January's crash is anomalous, not seasonal. March is historically weak (47%) - be cautious when re-enabling. February and April-July are reliably normal. The Q4 decline (Oct-Dec) is real but not catastrophic until December.

Day of Week Performance (Last 30 Days)

Day Impressions Clicks Cost Conversions Revenue ROAS
Monday 35,512 573 $1,386.14 18.7 $7,110.27 5.13x
Tuesday 31,095 566 $1,375.66 21.0 $12,016.48 8.74x
Wednesday 33,703 577 $1,159.00 16.0 $5,669.68 4.89x
Thursday 46,144 745 $1,747.14 20.1 $19,383.94 11.09x
Friday 49,177 860 $1,757.39 10.3 $2,550.17 1.45x

Friday: Morning vs Afternoon Breakdown

Time Period Cost Conversions Revenue ROAS
Friday Morning (6am-12pm) $756.34 2.0 $422.90 0.56x
Friday Afternoon (12pm-6pm) $876.87 4.3 $1,079.94 1.23x
Friday Morning ROAS: 0.56x
0.56x
Mon-Thu Average ROAS: 7.79x
7.79x

Friday Hourly Performance

Hour Impressions Clicks Cost Conversions Revenue ROAS
6:00 AM 958 15 $12.66 0.0 $0.00 0.00x
7:00 AM 1,840 37 $65.39 1.0 $200.00 3.06x
8:00 AM 3,326 53 $95.14 0.0 $0.00 0.00x
9:00 AM 3,939 62 $146.78 0.0 $22.90 0.16x
10:00 AM 4,668 80 $276.35 1.0 $200.00 0.72x
11:00 AM 5,011 93 $160.02 0.0 $0.00 0.00x
12:00 PM 4,796 113 $284.02 0.0 $0.00 0.00x
1:00 PM 5,363 101 $142.06 2.3 $634.53 4.47x
2:00 PM 5,372 83 $117.90 0.0 $0.00 0.00x
3:00 PM 4,625 76 $150.27 1.5 $373.05 2.48x
4:00 PM 2,704 45 $118.66 0.5 $72.36 0.61x
5:00 PM 1,704 27 $63.96 0.0 $0.00 0.00x

Budget Reallocation Scenarios

$1,757
Total Friday Spend
1.45x
Friday ROAS
$13,698
Potential Revenue if Moved to Mon-Thu
+$11,148
Net Revenue Improvement
Scenario Budget Freed Lost Revenue Potential New Revenue Net Impact
Cut Friday Morning Only $756.34 $422.90 $5,895.50 +$5,472.60
Cut Friday Afternoon Only $876.87 $1,079.94 $6,834.98 +$5,755.04
Cut ALL Fridays $1,757.39 $2,550.17 $13,698.43 +$11,148.26

* Potential new revenue calculated using Mon-Thu average ROAS of 7.79x

Recommendations