Case Study Data Pack - Director of Applied AI July 2026

Account Review / July 2025 – June 2026 / 14 ACTIONS · 5 INVESTIGATE · 19 MONITORING
⚡ 14 ACT 🔍 5 INVESTIGATE 👁 11 WATCH
11 high-priority · 19 monitoring · 30 total

YOUR PRIORITIES

11 recommendations require your attention now.

CashCrew · affiliate · Loyalty/Cashback
ACT
Why this matters: CashCrew represents a growing and economically efficient revenue source.
Revenue has grown 13.9% over the trailing three months. Both traffic and conversion efficiency and monetization are contributing to the observed improvement.
Latest monthly revenue: $223,884 · Publisher type: Loyalty/Cashback
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 2 caveats
CouponCloud (2 signals in this section)
CouponCloud · affiliate · Coupon
ACT
Why this matters: CouponCloud is growing, but the quality of that growth warrants attention.
Revenue has grown 23.8% over the trailing three months. Traffic is increasing, but conversion efficiency and revenue per click are declining.
Latest monthly revenue: $284,877 · Publisher type: Coupon
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 2 caveats
PointsPal · affiliate · Loyalty/Cashback
ACT
Why this matters: PointsPal represents a growing and economically efficient revenue source.
Revenue has grown 20.4% over the trailing three months. Broad improvement led by traffic.
Latest monthly revenue: $125,300 · Publisher type: Loyalty/Cashback
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 2 caveats
RebateRally · affiliate · Loyalty/Cashback
ACT
Why this matters: RebateRally is growing, but the quality of that growth warrants attention.
Revenue has grown 25.4% over the trailing three months. Traffic is increasing, but conversion efficiency and revenue per click are declining.
Latest monthly revenue: $73,193 · Publisher type: Loyalty/Cashback
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 2 caveats
SaveSpot · affiliate · Coupon
ACT
Why this matters: SaveSpot is growing, but the quality of that growth warrants attention.
Revenue has grown 15.8% over the trailing three months. Traffic is increasing, but conversion efficiency and revenue per click are declining.
Latest monthly revenue: $99,424 · Publisher type: Coupon
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 2 caveats
ShopAssist · affiliate · Browser Extension
ACT
Why this matters: ShopAssist represents a growing and economically efficient revenue source.
Revenue has grown 18.5% over the trailing three months. Growth is primarily associated with increased traffic while downstream efficiency remains relatively stable.
Latest monthly revenue: $83,936 · Publisher type: Browser Extension
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 2 caveats
TrailGear Review · affiliate · Content
ACT
Why this matters: TrailGear Review is growing, but the quality of that growth warrants attention.
Revenue has grown 23.2% over the trailing three months. Traffic is increasing, but conversion efficiency and revenue per click are declining.
Latest monthly revenue: $63,490 · Publisher type: Content
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 2 caveats
Trail With Tessa · influencer · Micro
ACT
Why this matters: Trail With Tessa has demonstrated strong and repeatable campaign economics.
6 campaigns have produced consistently strong ROAS averaging 6.9x, with performance remaining above 4x throughout.
Campaign count: 6 · Total attributed revenue: $108,285 · Total creator fees: $15,800
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 1 caveat
CouponCloud (2 signals in this section)
CouponCloud · affiliate · Coupon
INVESTIGATE
Why this matters: CouponCloud's commission economics show an unusual pattern that may affect costs.
The effective commission rate deviated significantly from the publisher's historical pattern.
Anomaly month: 2026-03
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 2 caveats
Basecamp Ben · influencer · Macro
INVESTIGATE
Why this matters: Basecamp Ben's campaign economics have been consistently weak across multiple campaigns.
2 campaigns generated approximately $42K in attributed revenue against $24K in fees, indicating limited return.
Campaign count: 2 · Total creator fees: $24,000 · Total attributed revenue: $41,970
Evidence: HIGH · Inference: HIGH · Priority: HIGH
⚠ 1 caveat
Summit Sisters · influencer · Mid
INVESTIGATE
Why this matters: Summit Sisters's attribution pattern should be validated before additional investment.
Promo-code redemptions reached 1,847 in 2026-05, far above the creator's normal pattern. Recorded link clicks do not explain the increase.
Anomaly month: 2026-05 · Code redemptions (anomaly month): 1,847
Evidence: HIGH · Inference: MEDIUM · Priority: HIGH
⚠ 2 caveats

Dataset: Case Study Data Pack - Director of Applied AI July 2026 · Load another dataset · Demo environment · decisions are not persisted

Recommendations are decision support. They do not establish causality or incrementality unless supported by appropriate evidence.
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