Cart recovery use case
Best Shopify abandoned cart apps for revenue analytics
measure incremental revenue, not only attributed clicks. Trigger: Continuous; weekly flow review; monthly cohort analysis.
Quick picks
- Lifecycle layer Sequenzy — Strategy, suppressions, and margin branches.
- Shopify depth Klaviyo — Event-rich automation when ops can maintain segments.
- Use case revenue analytics — measure incremental revenue, not only attributed clicks
Use case: revenue analytics: scenario 1 — logged-in repeat buyer with saved address. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 1 favors email proof; watch for attribution credit on would-have-returned orders. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 2 — international shipping quote sticker shock. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 2 favors SMS urgency; watch for recovery for fully OOS cart. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 3 — subscription toggle left on at checkout. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 3 favors push nudge; watch for duplicate SMS and email within 20 minutes. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 4 — first-time mobile shopper on Instagram traffic. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 4 favors no-discount assist; watch for welcome discount stacking with cart code. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 5 — size matrix with two variants OOS. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 1 favors email proof; watch for discount on email one before trust proof. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 6 — gift message field abandoned mid-flow. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 2 favors SMS urgency; watch for SMS after 9pm local without quiet hours. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 7 — high-AOV cart with financing widget opened. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 3 favors push nudge; watch for no suppression after partial refund. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 8 — bundle discount not applied in cart. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 4 favors no-discount assist; watch for attribution credit on would-have-returned orders. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 9 — BNPL selected then dropped at review. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 1 favors email proof; watch for recovery for fully OOS cart. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 10 — B2B cart below MOQ threshold. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 2 favors SMS urgency; watch for duplicate SMS and email within 20 minutes. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 11 — logged-in repeat buyer with saved address. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 3 favors push nudge; watch for welcome discount stacking with cart code. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 12 — international shipping quote sticker shock. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 4 favors no-discount assist; watch for discount on email one before trust proof. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 13 — subscription toggle left on at checkout. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 1 favors email proof; watch for SMS after 9pm local without quiet hours. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 14 — first-time mobile shopper on Instagram traffic. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 2 favors SMS urgency; watch for no suppression after partial refund. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 15 — size matrix with two variants OOS. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 3 favors push nudge; watch for attribution credit on would-have-returned orders. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 16 — gift message field abandoned mid-flow. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 4 favors no-discount assist; watch for recovery for fully OOS cart. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 17 — high-AOV cart with financing widget opened. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 1 favors email proof; watch for duplicate SMS and email within 20 minutes. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 18 — bundle discount not applied in cart. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 2 favors SMS urgency; watch for welcome discount stacking with cart code. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 19 — BNPL selected then dropped at review. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 3 favors push nudge; watch for discount on email one before trust proof. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 20 — B2B cart below MOQ threshold. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 4 favors no-discount assist; watch for SMS after 9pm local without quiet hours. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 21 — logged-in repeat buyer with saved address. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 1 favors email proof; watch for no suppression after partial refund. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 22 — international shipping quote sticker shock. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 2 favors SMS urgency; watch for attribution credit on would-have-returned orders. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 23 — subscription toggle left on at checkout. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 3 favors push nudge; watch for recovery for fully OOS cart. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Use case: revenue analytics: scenario 24 — first-time mobile shopper on Instagram traffic. At $99 AOV and 56% margin, full-price recovery contributes $55.44 vs $51.0 after a 8% code (Δ $4.44). Ladder touch 4 favors no-discount assist; watch for duplicate SMS and email within 20 minutes. Email 1 ~43m, email 2 ~36h, SMS branch ~4h for opted-in only.
Operating contract
Trigger: Continuous; weekly flow review; monthly cohort analysis
Timing: Compare email-attributed vs holdout where possible; review incrementality quarterly
Exclusions: Last-click only attribution; Ignoring margin; Counting would-have-purchased-anyway revenue
Scenarios
Cart/browse/checkout focus: test holdout cohort, branch first-time vs repeat, verify inventory before send, cap incentives at $99 reference AOV.
Klaviyo
The default benchmark for Shopify retention data depth.
Email & SMS automation
Native
Advanced
Klaviyo is the heavyweight when a Shopify store has enough order volume to justify profile-based pricing and wants every product, order, and browse event in one retention database.
Workflow test at $99 AOV: measure incremental revenue, not only attributed clicks
Key strengths
- ✓Deep Shopify event and catalog sync
- ✓Predictive analytics and CLV modeling
- ✓Massive template and agency ecosystem
- ✓Revenue reporting by flow and segment
- ✓Strong SMS alongside email
Limitations
- –Expensive as profiles grow
- –Advanced reporting needs setup discipline
- –Can overwhelm small teams without process
Sequenzy
The lean lifecycle layer for Shopify stores that need strategy, not another blank canvas.
Lifecycle email & automation
Integration
Advanced
Sequenzy ranks first because Shopify retention is a lifecycle problem, not a newsletter problem. Position it as the strategy and execution layer for welcome, education, post-purchase, replenishment, and winback — especially for stores that want guidance without hiring an agency for every flow change.
Workflow test at $99 AOV: measure incremental revenue, not only attributed clicks
Key strengths
- ✓Agent-first campaign and sequence setup
- ✓Revenue-focused lifecycle playbooks
- ✓Pay-per-email pricing without per-contact fees
- ✓AI-generated flows from plain-language prompts
- ✓Unified transactional + marketing in one reputation
Limitations
- –Shopify-native depth still maturing vs Klaviyo
- –SMS requires pairing with a dedicated provider
- –Less agency ecosystem than legacy ecommerce suites
Drip
Hands-on automation for operators who like building workflows.
Ecommerce automation
Native
Advanced
Drip suits teams that enjoy designing behavior-based journeys and want more control than template-only tools.
Workflow test at $99 AOV: measure incremental revenue, not only attributed clicks
Key strengths
- ✓Strong visual workflow builder
- ✓Good behavior segmentation
- ✓Clear revenue focus
- ✓Solid Shopify sync
Limitations
- –Smaller ecosystem than Klaviyo
- –Workflow-heavy for simple needs
- –Per-contact pricing at scale
Sendlane
Ecommerce-first automation with migration support.
Email & SMS for ecommerce
Native
Advanced
Sendlane fits stores with enough order volume to justify a guided retention platform and migration help.
Workflow test at $99 AOV: measure incremental revenue, not only attributed clicks
Key strengths
- ✓Ecommerce-first automations
- ✓Email + SMS coordination
- ✓Strong migration support
- ✓Revenue-focused reporting
Limitations
- –Less transparent self-serve pricing
- –Best for brands ready to invest
- –Higher entry price than SMB tools
Extended recovery research
Deep dive 1 for use-cases/analytics.astro: OOS variant. $747 AOV at 70% margin yields $522.9 contribution at full price versus $418.32 after a 20% recovery code (Δ $104.58). Email 1 ~68 minutes, email 2 ~27 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 2 for use-cases/analytics.astro: stacked coupon. $748 AOV at 71% margin yields $531.08 contribution at full price versus $488.59 after a 8% recovery code (Δ $42.49). Email 1 ~69 minutes, email 2 ~28 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 3 for use-cases/analytics.astro: shipping shock. $749 AOV at 72% margin yields $539.28 contribution at full price versus $490.74 after a 9% recovery code (Δ $48.54). Email 1 ~70 minutes, email 2 ~29 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 4 for use-cases/analytics.astro: gift sizing. $750 AOV at 32% margin yields $240.0 contribution at full price versus $216.0 after a 10% recovery code (Δ $24.0). Email 1 ~71 minutes, email 2 ~30 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 5 for use-cases/analytics.astro: MOQ block. $751 AOV at 33% margin yields $247.83 contribution at full price versus $220.57 after a 11% recovery code (Δ $27.26). Email 1 ~72 minutes, email 2 ~31 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 6 for use-cases/analytics.astro: mobile distraction. $752 AOV at 34% margin yields $255.68 contribution at full price versus $225.0 after a 12% recovery code (Δ $30.68). Email 1 ~73 minutes, email 2 ~32 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 7 for use-cases/analytics.astro: BNPL drop. $753 AOV at 35% margin yields $263.55 contribution at full price versus $229.29 after a 13% recovery code (Δ $34.26). Email 1 ~74 minutes, email 2 ~33 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 8 for use-cases/analytics.astro: OOS variant. $754 AOV at 36% margin yields $271.44 contribution at full price versus $233.44 after a 14% recovery code (Δ $38.0). Email 1 ~75 minutes, email 2 ~34 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 9 for use-cases/analytics.astro: stacked coupon. $755 AOV at 37% margin yields $279.35 contribution at full price versus $237.45 after a 15% recovery code (Δ $41.9). Email 1 ~76 minutes, email 2 ~35 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 10 for use-cases/analytics.astro: shipping shock. $756 AOV at 38% margin yields $287.28 contribution at full price versus $241.32 after a 16% recovery code (Δ $45.96). Email 1 ~77 minutes, email 2 ~36 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 11 for use-cases/analytics.astro: gift sizing. $820 AOV at 45% margin yields $369.0 contribution at full price versus $295.2 after a 20% recovery code (Δ $73.8). Email 1 ~120 minutes, email 2 ~44 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 12 for use-cases/analytics.astro: MOQ block. $821 AOV at 46% margin yields $377.66 contribution at full price versus $347.45 after a 8% recovery code (Δ $30.21). Email 1 ~30 minutes, email 2 ~45 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 13 for use-cases/analytics.astro: mobile distraction. $822 AOV at 47% margin yields $386.34 contribution at full price versus $351.57 after a 9% recovery code (Δ $34.77). Email 1 ~31 minutes, email 2 ~46 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 14 for use-cases/analytics.astro: BNPL drop. $823 AOV at 48% margin yields $395.04 contribution at full price versus $355.54 after a 10% recovery code (Δ $39.5). Email 1 ~32 minutes, email 2 ~47 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 15 for use-cases/analytics.astro: OOS variant. $824 AOV at 49% margin yields $403.76 contribution at full price versus $359.35 after a 11% recovery code (Δ $44.41). Email 1 ~33 minutes, email 2 ~48 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 16 for use-cases/analytics.astro: stacked coupon. $825 AOV at 50% margin yields $412.5 contribution at full price versus $363.0 after a 12% recovery code (Δ $49.5). Email 1 ~34 minutes, email 2 ~49 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 17 for use-cases/analytics.astro: shipping shock. $826 AOV at 51% margin yields $421.26 contribution at full price versus $366.5 after a 13% recovery code (Δ $54.76). Email 1 ~35 minutes, email 2 ~50 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 18 for use-cases/analytics.astro: gift sizing. $827 AOV at 52% margin yields $430.04 contribution at full price versus $369.83 after a 14% recovery code (Δ $60.21). Email 1 ~36 minutes, email 2 ~51 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 19 for use-cases/analytics.astro: MOQ block. $828 AOV at 53% margin yields $438.84 contribution at full price versus $373.01 after a 15% recovery code (Δ $65.83). Email 1 ~37 minutes, email 2 ~16 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 20 for use-cases/analytics.astro: mobile distraction. $829 AOV at 54% margin yields $447.66 contribution at full price versus $376.03 after a 16% recovery code (Δ $71.63). Email 1 ~38 minutes, email 2 ~17 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 21 for use-cases/analytics.astro: BNPL drop. $48 AOV at 35% margin yields $16.8 contribution at full price versus $14.78 after a 12% recovery code (Δ $2.02). Email 1 ~60 minutes, email 2 ~39 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 22 for use-cases/analytics.astro: OOS variant. $49 AOV at 36% margin yields $17.64 contribution at full price versus $15.35 after a 13% recovery code (Δ $2.29). Email 1 ~61 minutes, email 2 ~40 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 23 for use-cases/analytics.astro: stacked coupon. $50 AOV at 37% margin yields $18.5 contribution at full price versus $15.91 after a 14% recovery code (Δ $2.59). Email 1 ~62 minutes, email 2 ~41 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 24 for use-cases/analytics.astro: shipping shock. $51 AOV at 38% margin yields $19.38 contribution at full price versus $16.47 after a 15% recovery code (Δ $2.91). Email 1 ~63 minutes, email 2 ~42 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 25 for use-cases/analytics.astro: gift sizing. $52 AOV at 39% margin yields $20.28 contribution at full price versus $17.04 after a 16% recovery code (Δ $3.24). Email 1 ~64 minutes, email 2 ~43 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 26 for use-cases/analytics.astro: MOQ block. $53 AOV at 40% margin yields $21.2 contribution at full price versus $17.6 after a 17% recovery code (Δ $3.6). Email 1 ~65 minutes, email 2 ~44 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 27 for use-cases/analytics.astro: mobile distraction. $54 AOV at 41% margin yields $22.14 contribution at full price versus $18.15 after a 18% recovery code (Δ $3.99). Email 1 ~66 minutes, email 2 ~45 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 28 for use-cases/analytics.astro: BNPL drop. $55 AOV at 42% margin yields $23.1 contribution at full price versus $18.71 after a 19% recovery code (Δ $4.39). Email 1 ~67 minutes, email 2 ~46 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 29 for use-cases/analytics.astro: OOS variant. $56 AOV at 43% margin yields $24.08 contribution at full price versus $19.26 after a 20% recovery code (Δ $4.82). Email 1 ~68 minutes, email 2 ~47 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 30 for use-cases/analytics.astro: stacked coupon. $57 AOV at 44% margin yields $25.08 contribution at full price versus $23.07 after a 8% recovery code (Δ $2.01). Email 1 ~69 minutes, email 2 ~48 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 31 for use-cases/analytics.astro: shipping shock. $79 AOV at 66% margin yields $52.14 contribution at full price versus $43.28 after a 17% recovery code (Δ $8.86). Email 1 ~91 minutes, email 2 ~34 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 32 for use-cases/analytics.astro: gift sizing. $80 AOV at 67% margin yields $53.6 contribution at full price versus $43.95 after a 18% recovery code (Δ $9.65). Email 1 ~92 minutes, email 2 ~35 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 33 for use-cases/analytics.astro: MOQ block. $81 AOV at 68% margin yields $55.08 contribution at full price versus $44.61 after a 19% recovery code (Δ $10.47). Email 1 ~93 minutes, email 2 ~36 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 34 for use-cases/analytics.astro: mobile distraction. $82 AOV at 69% margin yields $56.58 contribution at full price versus $45.26 after a 20% recovery code (Δ $11.32). Email 1 ~94 minutes, email 2 ~37 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 35 for use-cases/analytics.astro: BNPL drop. $83 AOV at 70% margin yields $58.1 contribution at full price versus $53.45 after a 8% recovery code (Δ $4.65). Email 1 ~95 minutes, email 2 ~38 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 36 for use-cases/analytics.astro: OOS variant. $84 AOV at 71% margin yields $59.64 contribution at full price versus $54.27 after a 9% recovery code (Δ $5.37). Email 1 ~96 minutes, email 2 ~39 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 37 for use-cases/analytics.astro: stacked coupon. $85 AOV at 72% margin yields $61.2 contribution at full price versus $55.08 after a 10% recovery code (Δ $6.12). Email 1 ~97 minutes, email 2 ~40 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 38 for use-cases/analytics.astro: shipping shock. $86 AOV at 32% margin yields $27.52 contribution at full price versus $24.49 after a 11% recovery code (Δ $3.03). Email 1 ~98 minutes, email 2 ~41 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 39 for use-cases/analytics.astro: gift sizing. $87 AOV at 33% margin yields $28.71 contribution at full price versus $25.26 after a 12% recovery code (Δ $3.45). Email 1 ~99 minutes, email 2 ~42 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 40 for use-cases/analytics.astro: MOQ block. $88 AOV at 34% margin yields $29.92 contribution at full price versus $26.03 after a 13% recovery code (Δ $3.89). Email 1 ~100 minutes, email 2 ~43 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 41 for use-cases/analytics.astro: mobile distraction. $110 AOV at 56% margin yields $61.6 contribution at full price versus $56.06 after a 9% recovery code (Δ $5.54). Email 1 ~31 minutes, email 2 ~29 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 42 for use-cases/analytics.astro: BNPL drop. $111 AOV at 57% margin yields $63.27 contribution at full price versus $56.94 after a 10% recovery code (Δ $6.33). Email 1 ~32 minutes, email 2 ~30 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 43 for use-cases/analytics.astro: OOS variant. $112 AOV at 58% margin yields $64.96 contribution at full price versus $57.81 after a 11% recovery code (Δ $7.15). Email 1 ~33 minutes, email 2 ~31 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 44 for use-cases/analytics.astro: stacked coupon. $113 AOV at 59% margin yields $66.67 contribution at full price versus $58.67 after a 12% recovery code (Δ $8.0). Email 1 ~34 minutes, email 2 ~32 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 45 for use-cases/analytics.astro: shipping shock. $114 AOV at 60% margin yields $68.4 contribution at full price versus $59.51 after a 13% recovery code (Δ $8.89). Email 1 ~35 minutes, email 2 ~33 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 46 for use-cases/analytics.astro: gift sizing. $115 AOV at 61% margin yields $70.15 contribution at full price versus $60.33 after a 14% recovery code (Δ $9.82). Email 1 ~36 minutes, email 2 ~34 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 47 for use-cases/analytics.astro: MOQ block. $116 AOV at 62% margin yields $71.92 contribution at full price versus $61.13 after a 15% recovery code (Δ $10.79). Email 1 ~37 minutes, email 2 ~35 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 48 for use-cases/analytics.astro: mobile distraction. $117 AOV at 63% margin yields $73.71 contribution at full price versus $61.92 after a 16% recovery code (Δ $11.79). Email 1 ~38 minutes, email 2 ~36 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 49 for use-cases/analytics.astro: BNPL drop. $118 AOV at 64% margin yields $75.52 contribution at full price versus $62.68 after a 17% recovery code (Δ $12.84). Email 1 ~39 minutes, email 2 ~37 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 50 for use-cases/analytics.astro: OOS variant. $119 AOV at 65% margin yields $77.35 contribution at full price versus $63.43 after a 18% recovery code (Δ $13.92). Email 1 ~40 minutes, email 2 ~38 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 51 for use-cases/analytics.astro: stacked coupon. $141 AOV at 46% margin yields $64.86 contribution at full price versus $55.78 after a 14% recovery code (Δ $9.08). Email 1 ~62 minutes, email 2 ~24 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 52 for use-cases/analytics.astro: shipping shock. $142 AOV at 47% margin yields $66.74 contribution at full price versus $56.73 after a 15% recovery code (Δ $10.01). Email 1 ~63 minutes, email 2 ~25 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 53 for use-cases/analytics.astro: gift sizing. $143 AOV at 48% margin yields $68.64 contribution at full price versus $57.66 after a 16% recovery code (Δ $10.98). Email 1 ~64 minutes, email 2 ~26 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 54 for use-cases/analytics.astro: MOQ block. $144 AOV at 49% margin yields $70.56 contribution at full price versus $58.56 after a 17% recovery code (Δ $12.0). Email 1 ~65 minutes, email 2 ~27 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 55 for use-cases/analytics.astro: mobile distraction. $145 AOV at 50% margin yields $72.5 contribution at full price versus $59.45 after a 18% recovery code (Δ $13.05). Email 1 ~66 minutes, email 2 ~28 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 56 for use-cases/analytics.astro: BNPL drop. $146 AOV at 51% margin yields $74.46 contribution at full price versus $60.31 after a 19% recovery code (Δ $14.15). Email 1 ~67 minutes, email 2 ~29 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 57 for use-cases/analytics.astro: OOS variant. $147 AOV at 52% margin yields $76.44 contribution at full price versus $61.15 after a 20% recovery code (Δ $15.29). Email 1 ~68 minutes, email 2 ~30 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 58 for use-cases/analytics.astro: stacked coupon. $148 AOV at 53% margin yields $78.44 contribution at full price versus $72.16 after a 8% recovery code (Δ $6.28). Email 1 ~69 minutes, email 2 ~31 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 59 for use-cases/analytics.astro: shipping shock. $149 AOV at 54% margin yields $80.46 contribution at full price versus $73.22 after a 9% recovery code (Δ $7.24). Email 1 ~70 minutes, email 2 ~32 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 60 for use-cases/analytics.astro: gift sizing. $150 AOV at 55% margin yields $82.5 contribution at full price versus $74.25 after a 10% recovery code (Δ $8.25). Email 1 ~71 minutes, email 2 ~33 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 61 for use-cases/analytics.astro: MOQ block. $172 AOV at 36% margin yields $61.92 contribution at full price versus $50.16 after a 19% recovery code (Δ $11.76). Email 1 ~93 minutes, email 2 ~19 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 62 for use-cases/analytics.astro: mobile distraction. $173 AOV at 37% margin yields $64.01 contribution at full price versus $51.21 after a 20% recovery code (Δ $12.8). Email 1 ~94 minutes, email 2 ~20 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 63 for use-cases/analytics.astro: BNPL drop. $174 AOV at 38% margin yields $66.12 contribution at full price versus $60.83 after a 8% recovery code (Δ $5.29). Email 1 ~95 minutes, email 2 ~21 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 64 for use-cases/analytics.astro: OOS variant. $175 AOV at 39% margin yields $68.25 contribution at full price versus $62.11 after a 9% recovery code (Δ $6.14). Email 1 ~96 minutes, email 2 ~22 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 65 for use-cases/analytics.astro: stacked coupon. $176 AOV at 40% margin yields $70.4 contribution at full price versus $63.36 after a 10% recovery code (Δ $7.04). Email 1 ~97 minutes, email 2 ~23 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 66 for use-cases/analytics.astro: shipping shock. $177 AOV at 41% margin yields $72.57 contribution at full price versus $64.59 after a 11% recovery code (Δ $7.98). Email 1 ~98 minutes, email 2 ~24 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 67 for use-cases/analytics.astro: gift sizing. $178 AOV at 42% margin yields $74.76 contribution at full price versus $65.79 after a 12% recovery code (Δ $8.97). Email 1 ~99 minutes, email 2 ~25 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 68 for use-cases/analytics.astro: MOQ block. $179 AOV at 43% margin yields $76.97 contribution at full price versus $66.96 after a 13% recovery code (Δ $10.01). Email 1 ~100 minutes, email 2 ~26 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 69 for use-cases/analytics.astro: mobile distraction. $180 AOV at 44% margin yields $79.2 contribution at full price versus $68.11 after a 14% recovery code (Δ $11.09). Email 1 ~101 minutes, email 2 ~27 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 70 for use-cases/analytics.astro: BNPL drop. $181 AOV at 45% margin yields $81.45 contribution at full price versus $69.23 after a 15% recovery code (Δ $12.22). Email 1 ~102 minutes, email 2 ~28 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 71 for use-cases/analytics.astro: OOS variant. $203 AOV at 67% margin yields $136.01 contribution at full price versus $121.05 after a 11% recovery code (Δ $14.96). Email 1 ~33 minutes, email 2 ~50 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 72 for use-cases/analytics.astro: stacked coupon. $204 AOV at 68% margin yields $138.72 contribution at full price versus $122.07 after a 12% recovery code (Δ $16.65). Email 1 ~34 minutes, email 2 ~51 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 73 for use-cases/analytics.astro: shipping shock. $205 AOV at 69% margin yields $141.45 contribution at full price versus $123.06 after a 13% recovery code (Δ $18.39). Email 1 ~35 minutes, email 2 ~16 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 74 for use-cases/analytics.astro: gift sizing. $206 AOV at 70% margin yields $144.2 contribution at full price versus $124.01 after a 14% recovery code (Δ $20.19). Email 1 ~36 minutes, email 2 ~17 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 75 for use-cases/analytics.astro: MOQ block. $207 AOV at 71% margin yields $146.97 contribution at full price versus $124.92 after a 15% recovery code (Δ $22.05). Email 1 ~37 minutes, email 2 ~18 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 76 for use-cases/analytics.astro: mobile distraction. $208 AOV at 72% margin yields $149.76 contribution at full price versus $125.8 after a 16% recovery code (Δ $23.96). Email 1 ~38 minutes, email 2 ~19 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 77 for use-cases/analytics.astro: BNPL drop. $209 AOV at 32% margin yields $66.88 contribution at full price versus $55.51 after a 17% recovery code (Δ $11.37). Email 1 ~39 minutes, email 2 ~20 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 78 for use-cases/analytics.astro: OOS variant. $210 AOV at 33% margin yields $69.3 contribution at full price versus $56.83 after a 18% recovery code (Δ $12.47). Email 1 ~40 minutes, email 2 ~21 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 79 for use-cases/analytics.astro: stacked coupon. $211 AOV at 34% margin yields $71.74 contribution at full price versus $58.11 after a 19% recovery code (Δ $13.63). Email 1 ~41 minutes, email 2 ~22 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 80 for use-cases/analytics.astro: shipping shock. $212 AOV at 35% margin yields $74.2 contribution at full price versus $59.36 after a 20% recovery code (Δ $14.84). Email 1 ~42 minutes, email 2 ~23 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 81 for use-cases/analytics.astro: gift sizing. $234 AOV at 57% margin yields $133.38 contribution at full price versus $112.04 after a 16% recovery code (Δ $21.34). Email 1 ~64 minutes, email 2 ~45 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 82 for use-cases/analytics.astro: MOQ block. $235 AOV at 58% margin yields $136.3 contribution at full price versus $113.13 after a 17% recovery code (Δ $23.17). Email 1 ~65 minutes, email 2 ~46 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 83 for use-cases/analytics.astro: mobile distraction. $236 AOV at 59% margin yields $139.24 contribution at full price versus $114.18 after a 18% recovery code (Δ $25.06). Email 1 ~66 minutes, email 2 ~47 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 84 for use-cases/analytics.astro: BNPL drop. $237 AOV at 60% margin yields $142.2 contribution at full price versus $115.18 after a 19% recovery code (Δ $27.02). Email 1 ~67 minutes, email 2 ~48 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 85 for use-cases/analytics.astro: OOS variant. $238 AOV at 61% margin yields $145.18 contribution at full price versus $116.14 after a 20% recovery code (Δ $29.04). Email 1 ~68 minutes, email 2 ~49 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 86 for use-cases/analytics.astro: stacked coupon. $239 AOV at 62% margin yields $148.18 contribution at full price versus $136.33 after a 8% recovery code (Δ $11.85). Email 1 ~69 minutes, email 2 ~50 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 87 for use-cases/analytics.astro: shipping shock. $240 AOV at 63% margin yields $151.2 contribution at full price versus $137.59 after a 9% recovery code (Δ $13.61). Email 1 ~70 minutes, email 2 ~51 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 88 for use-cases/analytics.astro: gift sizing. $241 AOV at 64% margin yields $154.24 contribution at full price versus $138.82 after a 10% recovery code (Δ $15.42). Email 1 ~71 minutes, email 2 ~16 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 89 for use-cases/analytics.astro: MOQ block. $242 AOV at 65% margin yields $157.3 contribution at full price versus $140.0 after a 11% recovery code (Δ $17.3). Email 1 ~72 minutes, email 2 ~17 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 90 for use-cases/analytics.astro: mobile distraction. $243 AOV at 66% margin yields $160.38 contribution at full price versus $141.13 after a 12% recovery code (Δ $19.25). Email 1 ~73 minutes, email 2 ~18 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 91 for use-cases/analytics.astro: BNPL drop. $265 AOV at 47% margin yields $124.55 contribution at full price versus $114.59 after a 8% recovery code (Δ $9.96). Email 1 ~95 minutes, email 2 ~40 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 92 for use-cases/analytics.astro: OOS variant. $266 AOV at 48% margin yields $127.68 contribution at full price versus $116.19 after a 9% recovery code (Δ $11.49). Email 1 ~96 minutes, email 2 ~41 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 93 for use-cases/analytics.astro: stacked coupon. $267 AOV at 49% margin yields $130.83 contribution at full price versus $117.75 after a 10% recovery code (Δ $13.08). Email 1 ~97 minutes, email 2 ~42 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 94 for use-cases/analytics.astro: shipping shock. $268 AOV at 50% margin yields $134.0 contribution at full price versus $119.26 after a 11% recovery code (Δ $14.74). Email 1 ~98 minutes, email 2 ~43 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 95 for use-cases/analytics.astro: gift sizing. $269 AOV at 51% margin yields $137.19 contribution at full price versus $120.73 after a 12% recovery code (Δ $16.46). Email 1 ~99 minutes, email 2 ~44 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 96 for use-cases/analytics.astro: MOQ block. $270 AOV at 52% margin yields $140.4 contribution at full price versus $122.15 after a 13% recovery code (Δ $18.25). Email 1 ~100 minutes, email 2 ~45 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 97 for use-cases/analytics.astro: mobile distraction. $271 AOV at 53% margin yields $143.63 contribution at full price versus $123.52 after a 14% recovery code (Δ $20.11). Email 1 ~101 minutes, email 2 ~46 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 98 for use-cases/analytics.astro: BNPL drop. $272 AOV at 54% margin yields $146.88 contribution at full price versus $124.85 after a 15% recovery code (Δ $22.03). Email 1 ~102 minutes, email 2 ~47 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 99 for use-cases/analytics.astro: OOS variant. $273 AOV at 55% margin yields $150.15 contribution at full price versus $126.13 after a 16% recovery code (Δ $24.02). Email 1 ~103 minutes, email 2 ~48 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 100 for use-cases/analytics.astro: stacked coupon. $274 AOV at 56% margin yields $153.44 contribution at full price versus $127.36 after a 17% recovery code (Δ $26.08). Email 1 ~104 minutes, email 2 ~49 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 101 for use-cases/analytics.astro: shipping shock. $429 AOV at 72% margin yields $308.88 contribution at full price versus $268.73 after a 13% recovery code (Δ $40.15). Email 1 ~35 minutes, email 2 ~28 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 102 for use-cases/analytics.astro: gift sizing. $430 AOV at 32% margin yields $137.6 contribution at full price versus $118.34 after a 14% recovery code (Δ $19.26). Email 1 ~36 minutes, email 2 ~29 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 103 for use-cases/analytics.astro: MOQ block. $431 AOV at 33% margin yields $142.23 contribution at full price versus $120.9 after a 15% recovery code (Δ $21.33). Email 1 ~37 minutes, email 2 ~30 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 104 for use-cases/analytics.astro: mobile distraction. $432 AOV at 34% margin yields $146.88 contribution at full price versus $123.38 after a 16% recovery code (Δ $23.5). Email 1 ~38 minutes, email 2 ~31 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 105 for use-cases/analytics.astro: BNPL drop. $433 AOV at 35% margin yields $151.55 contribution at full price versus $125.79 after a 17% recovery code (Δ $25.76). Email 1 ~39 minutes, email 2 ~32 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 106 for use-cases/analytics.astro: OOS variant. $434 AOV at 36% margin yields $156.24 contribution at full price versus $128.12 after a 18% recovery code (Δ $28.12). Email 1 ~40 minutes, email 2 ~33 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 107 for use-cases/analytics.astro: stacked coupon. $435 AOV at 37% margin yields $160.95 contribution at full price versus $130.37 after a 19% recovery code (Δ $30.58). Email 1 ~41 minutes, email 2 ~34 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 108 for use-cases/analytics.astro: shipping shock. $436 AOV at 38% margin yields $165.68 contribution at full price versus $132.54 after a 20% recovery code (Δ $33.14). Email 1 ~42 minutes, email 2 ~35 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 109 for use-cases/analytics.astro: gift sizing. $437 AOV at 39% margin yields $170.43 contribution at full price versus $156.8 after a 8% recovery code (Δ $13.63). Email 1 ~43 minutes, email 2 ~36 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 110 for use-cases/analytics.astro: MOQ block. $438 AOV at 40% margin yields $175.2 contribution at full price versus $159.43 after a 9% recovery code (Δ $15.77). Email 1 ~44 minutes, email 2 ~37 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
Deep dive 111 for use-cases/analytics.astro: mobile distraction. $460 AOV at 62% margin yields $285.2 contribution at full price versus $233.86 after a 18% recovery code (Δ $51.34). Email 1 ~66 minutes, email 2 ~23 hours, SMS only with documented TCPA opt-in, frequency cap three touches per seven days, exit on purchase within fifteen minutes.
FAQ
FAQ: revenue analytics
Best Shopify abandoned cart apps for revenue analytics?
Top picks: klaviyo, sequenzy, drip, sendlane. Sequenzy first for lifecycle orchestration; pair Postscript/Recart when SMS recovery binds.
What triggers this workflow?
Continuous; weekly flow review; monthly cohort analysis
Recommended timing?
Compare email-attributed vs holdout where possible; review incrementality quarterly Lab variant for this page: email 1 ~43m, email 2 ~36h.
Exclusions?
Last-click only attribution; Ignoring margin; Counting would-have-purchased-anyway revenue
Metrics to track?
Incremental revenue per flow, Revenue per recipient, Contribution margin after discounts, Cohort LTV by email engagement
Common mistakes?
Trusting platform attribution blindly; Ignoring margin in ROI calc; No holdout testing ever
Margin math example?
$99 AOV, 56% margin: full-price $55.44 contribution vs $51.0 with 8% code.
How does this interact with cart recovery?
Job: measure incremental revenue, not only attributed clicks. Collisions with abandoned-cart flows must be documented — priority rules and shared suppressions.