Executive Summary
StoriePro spent $955.75 in March across two active ad sets (Interior Designers 1% LAL and Architects 2% LAL), generating an estimated 21 dedup-adjusted leads at $45.51 CPL. A duplicate pixel tracking issue inflated lead counts by ~2x for the first 18 days of the month — discovered March 13, root-caused March 17–18, and fixed March 19. Post-fix data (11 clean days) shows 9 leads at $32.90 CPL. The standout creative this month was "Mock up (kitchen BG)" in the Architects ad set, delivering a $29.45 adjusted CPL on just $58.89 in spend. The core problem: CBO allocated 79% of budget ($756.84) to "Laptop white bg" despite newer creatives showing 30–40% better CPL efficiency. Weekly spend also declined steadily from $303.52 in week 1 to $172.24 in week 4, suggesting the campaign is pacing below its potential.
$955.75
Total Spend
Mar 1–29 (data through latest export). Single CBO campaign.
~21
Leads (Adjusted)
32 raw pixel leads. Pre-Mar 19 leads halved (~12 adj), 9 clean post-fix leads.
$45.51
CPL (Adjusted)
Raw CPL $29.87. Post-fix CPL $32.90 (9 leads on $296.14 spend).
11,721
Impressions
Reach: 10,534 unique users across both ad sets.
303
Link Clicks
2.59% link CTR. 268 landing page views (88.4% LP view rate).
1.11
Frequency
Healthy — well below the 3.0 fatigue threshold.
Strategic Context
Tracking accuracy issue resolved mid-month. A duplicate pixel firing issue was discovered on March 13 and confirmed fixed on March 19. The Meta pixel was installed on both the Webflow proxy pages (storiepro.com/landing-insta) and the Netlify-hosted landing pages (designers.storiepro.com), causing lead events to fire twice per actual submission. All lead data before March 19 is inflated by approximately 2x. Post-fix data (March 19–29) is accurate. This report uses dedup-adjusted figures as the primary metric, clearly marked throughout.
Weekly Trend
| Week |
Spend |
Impressions |
Link Clicks |
Leads (Adj) |
CPL (Adj) |
| Mar 1 – Mar 8 |
$303.52 |
3,674 |
111 |
4* |
$75.88* |
| Mar 9 – Mar 15 |
$261.14 |
2,822 |
71 |
6* |
$43.52* |
| Mar 16 – Mar 22 |
$218.85 |
2,827 |
68 |
6 |
$36.48 |
| Mar 23 – Mar 29 |
$172.24 |
2,398 |
53 |
5 |
$34.45 |
* Weeks before Mar 19 use dedup-adjusted lead counts (raw leads halved). The Mar 16–22 week straddles the fix date — leads from Mar 19+ in that week are accurate. Weekly spend declined 43% from week 1 to week 4, while CPL improved steadily.
Changes Made This Month
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Mar 6: Launched new mockup creatives — "Mock up (kitchen BG)" and "Mock up" variants added to both ad sets. Rationale: previous winner showing creative fatigue with rising CPL.
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Mar 9–10: Created and launched additional test ads in Architects ad set (The Offer, Mock up kitchen BG, Mock up, Portfolio full-bleed). Paused underperforming test variants.
-
Mar 13: Renamed campaign from "PVM | Lead Gen | 2025 | CBO (IG Placement TEST)" to "PVM | Lead Gen | 2025-2026 | CBO." Began investigating duplicate pixel lead tracking.
-
Mar 15: Created "Mock up" ad in Interior Designers ad set.
-
Mar 17–18: Root-caused pixel double-fire: discovered two separate LP systems (Webflow proxy vs. Netlify-hosted). Pixel installed on both was causing 2x lead event firing.
-
Mar 19: Dedup wrapper confirmed working on Netlify-hosted LPs. Renamed ads for clarity (e.g., "TEST IMAGE #3 - Copy 2" → "Laptop white bg | previous winner"). Reactivated all active ads after review.
-
Mar 25: Paused "Designers | Realistic Interior" (0 link clicks, $1.03 spent) and "Architects | Social Proof" (0 leads, $10.30 spent). Generated 6 new look-alike creative variants based on kitchen BG winner.
-
Mar 30: Extended ad set end dates from Mar 31 to Apr 30. Increased campaign lifetime budget from $4,220 to $5,220. Unlogged
What We Expected vs What We Saw
| Action |
Expected |
Actual |
Assessment |
| New mockup creatives |
Target CPL under $40 for kitchen BG creative |
Kitchen BG delivered $29.45 adjusted CPL (2 adj leads from $58.89 spend). "Mock up" delivered $28.08–$34.90 adjusted CPL across ad sets. |
Exceeded |
| Learning phase completion |
3–7 days to exit learning for new creatives |
New creatives entered learning Mar 10 but CBO heavily favored existing winner, limiting delivery. Kitchen BG received only $58.89 (6.2% of total budget). |
Below |
| Dedup fix normalization |
Lead counts should normalize after fix applied Mar 19 |
Post-fix data: 9 leads at $32.90 CPL over 11 days. Tracking confirmed accurate. |
Met |
| Frequency management |
Keep frequency below 3.0 |
Frequency at 1.11 — no fatigue risk. |
Exceeded |
Accountability: Previous Report Recommendations
| Recommendation (from Feb 13 – Mar 13 Report) |
Status |
Evidence |
| Let mockup creatives run through learning phase (7+ days). If $3.99 CPL holds, build more creatives in this format. |
Done |
Mockup creatives ran full month. Kitchen BG and Mock up both outperformed the legacy winner on CPL. 6 new look-alike variants generated Mar 25 per changelog. |
| Monitor frequency — if exceeds 3.0, creative fatigue will set in. |
Done |
Frequency ended at 1.11 — well within healthy range. Down significantly from previous report's 2.31. |
| Consider narrowing age targeting — 25–34 female segment spending $100+ with zero leads. |
Not Started |
No age targeting changes visible in activity history or changelog for March. |
| Architects ad set is clear winner — consider increasing its budget share or dedicated campaign. |
In Progress |
CBO naturally allocated 58% of budget to Architects ($555.70 vs $400.05). No structural changes made. However, dedup-adjusted data reveals Interior Designers actually delivered a better CPL ($36.37 vs $55.57) — the Feb recommendation was based on inflated data. |
| Landing page converting well (6.6% conversion rate) — no LP changes needed. |
Done |
No LP changes made. LP view rate remains strong at 88.4% (268 LPV / 303 link clicks). Dedup fix was applied to LP pixel, not LP content. |
Ad-Level Performance
| Ad Name |
Ad Set |
Spend |
Impressions |
Link Clicks |
Link CTR |
Leads (Adj) |
CPL (Adj) |
| Laptop white bg | previous winner |
Architects 2% LAL |
$428.39 |
5,094 |
137 |
2.69% |
6 |
$71.40 |
| Laptop white bg | previous winner |
Interior Designers 1% LAL |
$328.45 |
3,749 |
106 |
2.83% |
9 |
$36.49 |
| Mock up |
Interior Designers 1% LAL |
$69.81 |
945 |
17 |
1.80% |
2 |
$34.90 |
| Mock up (kitchen BG) Best CPL |
Architects 2% LAL |
$58.89 |
877 |
22 |
2.51% |
2 |
$29.45 |
| Mock up Best CPL |
Architects 2% LAL |
$56.16 |
778 |
13 |
1.67% |
2 |
$28.08 |
| Architects | Social Proof |
Architects 2% LAL |
$10.30 |
223 |
8 |
3.59% |
0 |
— |
| Designers | Realistic Interior |
Interior Designers 1% LAL |
$1.03 |
23 |
0 |
0.00% |
0 |
— |
"Laptop white bg" consumed 79% of total budget ($756.84 of $955.75) across both ad sets. CBO is heavily favoring this ad despite newer mockup creatives showing 40–60% better CPL efficiency. Both mockup variants combined received only $184.86 (19%) of budget.
Audience Insights
| Audience |
Spend |
Impressions |
Link Clicks |
Link CTR |
Leads (Adj) |
CPL (Adj) |
Architects | 2% LAL + Interest Ages 28–54, all genders, US |
$555.70 |
6,992 |
180 |
2.57% |
10 |
$55.57 |
Interior Designers | 1% LAL + Interest Ages 25–54, female only, US |
$400.05 |
4,729 |
123 |
2.60% |
11 |
$36.37 |
Key finding: When adjusted for dedup, Interior Designers delivered a meaningfully lower CPL ($36.37 vs $55.57) despite receiving only 42% of budget. This flips the narrative from the previous report, which identified Architects as the clear winner — that conclusion was based on inflated pre-dedup data. The "Laptop white bg" ad performs markedly better in Designers ($36.49 CPL vs $71.40 in Architects), likely because the 1% lookalike and female-only targeting produce higher-quality traffic. Meanwhile, the mockup creatives show strong efficiency in Architects ($28–$29 CPL) but received minimal budget allocation from CBO. Rebalancing budget toward Designers — or using ABO to force-deliver mockup creatives in Architects — are both viable paths to lower blended CPL.
Recommendations for April
-
1. Upload v6 creative variants and force delivery via a separate testing campaign or ABO. The mockup creatives are delivering $28–$35 adjusted CPL but got only 19% of budget. CBO will continue starving them. Create a dedicated testing campaign with its own $300–$400 budget for April, or switch the existing campaign to ABO with even budget splits across ad sets.
-
2. Rebalance budget toward Interior Designers. Dedup-adjusted data shows Interior Designers converting at $36.37 CPL vs Architects at $55.57. CBO is allocating 58% to Architects based on inflated historical signals. ABO with a higher allocation to Designers would likely lower blended CPL.
-
3. Address the age targeting gap. Carried over from two reports now — the 25–34 segment concern was never investigated. With 11 days of clean post-dedup data now available, run a demographic breakdown to identify which age/gender segments are converting vs burning budget.
-
4. Install CAPI (Conversions API) for server-side tracking. The pixel dedup issue exposed fragility in client-side-only tracking. CAPI provides redundant server-side event tracking and improves Meta's optimization data quality. Priority: medium — the dedup wrapper is a stopgap, not a long-term solution.
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5. Set a clear monthly spend target and monitor pacing weekly. March spend declined 43% from week 1 ($303.52) to week 4 ($172.24). The $1,000/month increase in lifetime budget (Mar 30) should help, but weekly pacing checks would catch under-delivery early. Target: $1,000–$1,100 for April.
Budget Summary
$955.75
Total Spend
Mar 1–29 (data through latest export). Lifetime budget increased from $4,220 to $5,220 on Mar 30.
$32.96
Daily Average
Range: $24.61/day (week 4) to $43.36/day (week 1). Declining trend.
82.8%
Pacing vs Prior Month
Feb spend was ~$1,154. March came in 17% lower. Budget increase on Mar 30 should stabilize April pacing.