E ShopifyAbandoned Cart Apps Try Sequenzy
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Recovery lab playbook

Cart Recovery Attribution

holdouts, incrementality, and margin reporting for Shopify abandoned cart apps.

TL;DR

Operator summary

  • Topic Cart Recovery Attribution — holdouts, incrementality, and margin reporting
  • Stack Sequenzy + Klaviyo/Postscript — Lifecycle layer then channel depth.
  • Math $460 AOV — Margin 41%, discount cap 13%.

Cart Recovery Attribution: scenario 1 — international shipping quote sticker shock. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 1 favors no-discount assist; watch for SMS after 9pm local without quiet hours. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 2 — subscription toggle left on at checkout. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 2 favors email proof; watch for no suppression after partial refund. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 3 — first-time mobile shopper on Instagram traffic. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 3 favors SMS urgency; watch for attribution credit on would-have-returned orders. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 4 — size matrix with two variants OOS. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 4 favors push nudge; watch for recovery for fully OOS cart. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 5 — gift message field abandoned mid-flow. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 1 favors no-discount assist; watch for duplicate SMS and email within 20 minutes. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 6 — high-AOV cart with financing widget opened. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 2 favors email proof; watch for welcome discount stacking with cart code. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 7 — bundle discount not applied in cart. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 3 favors SMS urgency; watch for discount on email one before trust proof. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 8 — BNPL selected then dropped at review. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 4 favors push nudge; watch for SMS after 9pm local without quiet hours. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 9 — B2B cart below MOQ threshold. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 1 favors no-discount assist; watch for no suppression after partial refund. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 10 — logged-in repeat buyer with saved address. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 2 favors email proof; watch for attribution credit on would-have-returned orders. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 11 — international shipping quote sticker shock. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 3 favors SMS urgency; watch for recovery for fully OOS cart. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 12 — subscription toggle left on at checkout. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 4 favors push nudge; watch for duplicate SMS and email within 20 minutes. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 13 — first-time mobile shopper on Instagram traffic. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 1 favors no-discount assist; watch for welcome discount stacking with cart code. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 14 — size matrix with two variants OOS. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 2 favors email proof; watch for discount on email one before trust proof. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 15 — gift message field abandoned mid-flow. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 3 favors SMS urgency; watch for SMS after 9pm local without quiet hours. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 16 — high-AOV cart with financing widget opened. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 4 favors push nudge; watch for no suppression after partial refund. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 17 — bundle discount not applied in cart. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 1 favors no-discount assist; watch for attribution credit on would-have-returned orders. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 18 — BNPL selected then dropped at review. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 2 favors email proof; watch for recovery for fully OOS cart. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 19 — B2B cart below MOQ threshold. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 3 favors SMS urgency; watch for duplicate SMS and email within 20 minutes. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 20 — logged-in repeat buyer with saved address. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 4 favors push nudge; watch for welcome discount stacking with cart code. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 21 — international shipping quote sticker shock. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 1 favors no-discount assist; watch for discount on email one before trust proof. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 22 — subscription toggle left on at checkout. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 2 favors email proof; watch for SMS after 9pm local without quiet hours. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 23 — first-time mobile shopper on Instagram traffic. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 3 favors SMS urgency; watch for no suppression after partial refund. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 24 — size matrix with two variants OOS. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 4 favors push nudge; watch for attribution credit on would-have-returned orders. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 25 — gift message field abandoned mid-flow. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 1 favors no-discount assist; watch for recovery for fully OOS cart. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Cart Recovery Attribution: scenario 26 — high-AOV cart with financing widget opened. At $460 AOV and 41% margin, full-price recovery contributes $188.6 vs $164.08 after a 13% code (Δ $24.52). Ladder touch 2 favors email proof; watch for duplicate SMS and email within 20 minutes. Email 1 ~35m, email 2 ~23h, SMS branch ~6h for opted-in only.

Extended recovery research

Deep dive 1 for guides/attribution.astro: gift sizing. $217 AOV at 69% margin yields $149.73 contribution at full price versus $122.78 after a 18% recovery code (Δ $26.95). Email 1 ~53 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 2 for guides/attribution.astro: MOQ block. $218 AOV at 70% margin yields $152.6 contribution at full price versus $123.61 after a 19% recovery code (Δ $28.99). Email 1 ~54 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 3 for guides/attribution.astro: mobile distraction. $219 AOV at 71% margin yields $155.49 contribution at full price versus $124.39 after a 20% recovery code (Δ $31.1). Email 1 ~55 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 4 for guides/attribution.astro: BNPL drop. $220 AOV at 72% margin yields $158.4 contribution at full price versus $145.73 after a 8% recovery code (Δ $12.67). Email 1 ~56 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 5 for guides/attribution.astro: OOS variant. $221 AOV at 32% margin yields $70.72 contribution at full price versus $64.36 after a 9% recovery code (Δ $6.36). Email 1 ~57 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 6 for guides/attribution.astro: stacked coupon. $222 AOV at 33% margin yields $73.26 contribution at full price versus $65.93 after a 10% recovery code (Δ $7.33). Email 1 ~58 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 7 for guides/attribution.astro: shipping shock. $223 AOV at 34% margin yields $75.82 contribution at full price versus $67.48 after a 11% recovery code (Δ $8.34). Email 1 ~59 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 8 for guides/attribution.astro: gift sizing. $224 AOV at 35% margin yields $78.4 contribution at full price versus $68.99 after a 12% recovery code (Δ $9.41). Email 1 ~60 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 9 for guides/attribution.astro: MOQ block. $225 AOV at 36% margin yields $81.0 contribution at full price versus $70.47 after a 13% recovery code (Δ $10.53). Email 1 ~61 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 10 for guides/attribution.astro: mobile distraction. $226 AOV at 37% margin yields $83.62 contribution at full price versus $71.91 after a 14% recovery code (Δ $11.71). Email 1 ~62 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 11 for guides/attribution.astro: gift sizing. $710 AOV at 59% margin yields $418.9 contribution at full price versus $360.25 after a 14% recovery code (Δ $58.65). Email 1 ~36 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 12 for guides/attribution.astro: MOQ block. $711 AOV at 60% margin yields $426.6 contribution at full price versus $362.61 after a 15% recovery code (Δ $63.99). Email 1 ~37 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 13 for guides/attribution.astro: mobile distraction. $712 AOV at 61% margin yields $434.32 contribution at full price versus $364.83 after a 16% recovery code (Δ $69.49). Email 1 ~38 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 14 for guides/attribution.astro: BNPL drop. $713 AOV at 62% margin yields $442.06 contribution at full price versus $366.91 after a 17% recovery code (Δ $75.15). Email 1 ~39 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 15 for guides/attribution.astro: OOS variant. $714 AOV at 63% margin yields $449.82 contribution at full price versus $368.85 after a 18% recovery code (Δ $80.97). Email 1 ~40 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 16 for guides/attribution.astro: stacked coupon. $715 AOV at 64% margin yields $457.6 contribution at full price versus $370.66 after a 19% recovery code (Δ $86.94). Email 1 ~41 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 17 for guides/attribution.astro: shipping shock. $716 AOV at 65% margin yields $465.4 contribution at full price versus $372.32 after a 20% recovery code (Δ $93.08). Email 1 ~42 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 18 for guides/attribution.astro: gift sizing. $717 AOV at 66% margin yields $473.22 contribution at full price versus $435.36 after a 8% recovery code (Δ $37.86). Email 1 ~43 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 19 for guides/attribution.astro: MOQ block. $718 AOV at 67% margin yields $481.06 contribution at full price versus $437.76 after a 9% recovery code (Δ $43.3). Email 1 ~44 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 20 for guides/attribution.astro: mobile distraction. $719 AOV at 68% margin yields $488.92 contribution at full price versus $440.03 after a 10% recovery code (Δ $48.89). Email 1 ~45 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 21 for guides/attribution.astro: BNPL drop. $741 AOV at 49% margin yields $363.09 contribution at full price versus $294.1 after a 19% recovery code (Δ $68.99). Email 1 ~67 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 22 for guides/attribution.astro: OOS variant. $742 AOV at 50% margin yields $371.0 contribution at full price versus $296.8 after a 20% recovery code (Δ $74.2). 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 23 for guides/attribution.astro: stacked coupon. $743 AOV at 51% margin yields $378.93 contribution at full price versus $348.62 after a 8% recovery code (Δ $30.31). 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 24 for guides/attribution.astro: shipping shock. $744 AOV at 52% margin yields $386.88 contribution at full price versus $352.06 after a 9% recovery code (Δ $34.82). 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 25 for guides/attribution.astro: gift sizing. $745 AOV at 53% margin yields $394.85 contribution at full price versus $355.37 after a 10% recovery code (Δ $39.48). 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 26 for guides/attribution.astro: MOQ block. $746 AOV at 54% margin yields $402.84 contribution at full price versus $358.53 after a 11% recovery code (Δ $44.31). 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 27 for guides/attribution.astro: mobile distraction. $747 AOV at 55% margin yields $410.85 contribution at full price versus $361.55 after a 12% recovery code (Δ $49.3). 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 28 for guides/attribution.astro: BNPL drop. $748 AOV at 56% margin yields $418.88 contribution at full price versus $364.43 after a 13% recovery code (Δ $54.45). 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 29 for guides/attribution.astro: OOS variant. $749 AOV at 57% margin yields $426.93 contribution at full price versus $367.16 after a 14% recovery code (Δ $59.77). 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 30 for guides/attribution.astro: stacked coupon. $750 AOV at 58% margin yields $435.0 contribution at full price versus $369.75 after a 15% recovery code (Δ $65.25). 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 31 for guides/attribution.astro: shipping shock. $772 AOV at 39% margin yields $301.08 contribution at full price versus $267.96 after a 11% recovery code (Δ $33.12). Email 1 ~98 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 32 for guides/attribution.astro: gift sizing. $773 AOV at 40% margin yields $309.2 contribution at full price versus $272.1 after a 12% recovery code (Δ $37.1). Email 1 ~99 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 33 for guides/attribution.astro: MOQ block. $774 AOV at 41% margin yields $317.34 contribution at full price versus $276.09 after a 13% recovery code (Δ $41.25). Email 1 ~100 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 34 for guides/attribution.astro: mobile distraction. $775 AOV at 42% margin yields $325.5 contribution at full price versus $279.93 after a 14% recovery code (Δ $45.57). Email 1 ~101 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 35 for guides/attribution.astro: BNPL drop. $776 AOV at 43% margin yields $333.68 contribution at full price versus $283.63 after a 15% recovery code (Δ $50.05). Email 1 ~102 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 36 for guides/attribution.astro: OOS variant. $777 AOV at 44% margin yields $341.88 contribution at full price versus $287.18 after a 16% recovery code (Δ $54.7). Email 1 ~103 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 37 for guides/attribution.astro: stacked coupon. $778 AOV at 45% margin yields $350.1 contribution at full price versus $290.58 after a 17% recovery code (Δ $59.52). Email 1 ~104 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 38 for guides/attribution.astro: shipping shock. $779 AOV at 46% margin yields $358.34 contribution at full price versus $293.84 after a 18% recovery code (Δ $64.5). Email 1 ~105 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 39 for guides/attribution.astro: gift sizing. $780 AOV at 47% margin yields $366.6 contribution at full price versus $296.95 after a 19% recovery code (Δ $69.65). Email 1 ~106 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 40 for guides/attribution.astro: MOQ block. $781 AOV at 48% margin yields $374.88 contribution at full price versus $299.9 after a 20% recovery code (Δ $74.98). Email 1 ~107 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 41 for guides/attribution.astro: mobile distraction. $803 AOV at 70% margin yields $562.1 contribution at full price versus $472.16 after a 16% recovery code (Δ $89.94). Email 1 ~38 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 42 for guides/attribution.astro: BNPL drop. $804 AOV at 71% margin yields $570.84 contribution at full price versus $473.8 after a 17% recovery code (Δ $97.04). Email 1 ~39 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 43 for guides/attribution.astro: OOS variant. $805 AOV at 72% margin yields $579.6 contribution at full price versus $475.27 after a 18% recovery code (Δ $104.33). Email 1 ~40 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 44 for guides/attribution.astro: stacked coupon. $806 AOV at 32% margin yields $257.92 contribution at full price versus $208.92 after a 19% recovery code (Δ $49.0). Email 1 ~41 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 45 for guides/attribution.astro: shipping shock. $807 AOV at 33% margin yields $266.31 contribution at full price versus $213.05 after a 20% recovery code (Δ $53.26). Email 1 ~42 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 46 for guides/attribution.astro: gift sizing. $808 AOV at 34% margin yields $274.72 contribution at full price versus $252.74 after a 8% recovery code (Δ $21.98). Email 1 ~43 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 47 for guides/attribution.astro: MOQ block. $809 AOV at 35% margin yields $283.15 contribution at full price versus $257.67 after a 9% recovery code (Δ $25.48). Email 1 ~44 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 48 for guides/attribution.astro: mobile distraction. $810 AOV at 36% margin yields $291.6 contribution at full price versus $262.44 after a 10% recovery code (Δ $29.16). Email 1 ~45 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 49 for guides/attribution.astro: BNPL drop. $811 AOV at 37% margin yields $300.07 contribution at full price versus $267.06 after a 11% recovery code (Δ $33.01). Email 1 ~46 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 50 for guides/attribution.astro: OOS variant. $812 AOV at 38% margin yields $308.56 contribution at full price versus $271.53 after a 12% recovery code (Δ $37.03). Email 1 ~47 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 51 for guides/attribution.astro: stacked coupon. $834 AOV at 60% margin yields $500.4 contribution at full price versus $460.37 after a 8% recovery code (Δ $40.03). Email 1 ~69 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 52 for guides/attribution.astro: shipping shock. $835 AOV at 61% margin yields $509.35 contribution at full price versus $463.51 after a 9% recovery code (Δ $45.84). Email 1 ~70 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 53 for guides/attribution.astro: gift sizing. $836 AOV at 62% margin yields $518.32 contribution at full price versus $466.49 after a 10% recovery code (Δ $51.83). Email 1 ~71 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 54 for guides/attribution.astro: MOQ block. $837 AOV at 63% margin yields $527.31 contribution at full price versus $469.31 after a 11% recovery code (Δ $58.0). Email 1 ~72 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 55 for guides/attribution.astro: mobile distraction. $838 AOV at 64% margin yields $536.32 contribution at full price versus $471.96 after a 12% recovery code (Δ $64.36). Email 1 ~73 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 56 for guides/attribution.astro: BNPL drop. $839 AOV at 65% margin yields $545.35 contribution at full price versus $474.45 after a 13% recovery code (Δ $70.9). Email 1 ~74 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 57 for guides/attribution.astro: OOS variant. $840 AOV at 66% margin yields $554.4 contribution at full price versus $476.78 after a 14% recovery code (Δ $77.62). Email 1 ~75 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 58 for guides/attribution.astro: stacked coupon. $38 AOV at 67% margin yields $25.46 contribution at full price versus $21.64 after a 15% recovery code (Δ $3.82). Email 1 ~76 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 59 for guides/attribution.astro: shipping shock. $39 AOV at 68% margin yields $26.52 contribution at full price versus $22.28 after a 16% recovery code (Δ $4.24). Email 1 ~77 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 60 for guides/attribution.astro: gift sizing. $40 AOV at 69% margin yields $27.6 contribution at full price versus $22.91 after a 17% recovery code (Δ $4.69). Email 1 ~78 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 61 for guides/attribution.astro: MOQ block. $62 AOV at 50% margin yields $31.0 contribution at full price versus $26.97 after a 13% recovery code (Δ $4.03). Email 1 ~100 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 62 for guides/attribution.astro: mobile distraction. $63 AOV at 51% margin yields $32.13 contribution at full price versus $27.63 after a 14% recovery code (Δ $4.5). Email 1 ~101 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 63 for guides/attribution.astro: BNPL drop. $64 AOV at 52% margin yields $33.28 contribution at full price versus $28.29 after a 15% recovery code (Δ $4.99). Email 1 ~102 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 64 for guides/attribution.astro: OOS variant. $65 AOV at 53% margin yields $34.45 contribution at full price versus $28.94 after a 16% recovery code (Δ $5.51). Email 1 ~103 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 65 for guides/attribution.astro: stacked coupon. $66 AOV at 54% margin yields $35.64 contribution at full price versus $29.58 after a 17% recovery code (Δ $6.06). Email 1 ~104 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 66 for guides/attribution.astro: shipping shock. $67 AOV at 55% margin yields $36.85 contribution at full price versus $30.22 after a 18% recovery code (Δ $6.63). Email 1 ~105 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 67 for guides/attribution.astro: gift sizing. $68 AOV at 56% margin yields $38.08 contribution at full price versus $30.84 after a 19% recovery code (Δ $7.24). Email 1 ~106 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 68 for guides/attribution.astro: MOQ block. $69 AOV at 57% margin yields $39.33 contribution at full price versus $31.46 after a 20% recovery code (Δ $7.87). Email 1 ~107 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 69 for guides/attribution.astro: mobile distraction. $70 AOV at 58% margin yields $40.6 contribution at full price versus $37.35 after a 8% recovery code (Δ $3.25). Email 1 ~108 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 70 for guides/attribution.astro: BNPL drop. $71 AOV at 59% margin yields $41.89 contribution at full price versus $38.12 after a 9% recovery code (Δ $3.77). Email 1 ~109 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 71 for guides/attribution.astro: OOS variant. $93 AOV at 40% margin yields $37.2 contribution at full price versus $30.5 after a 18% recovery code (Δ $6.7). Email 1 ~40 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 72 for guides/attribution.astro: stacked coupon. $94 AOV at 41% margin yields $38.54 contribution at full price versus $31.22 after a 19% recovery code (Δ $7.32). Email 1 ~41 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 73 for guides/attribution.astro: shipping shock. $95 AOV at 42% margin yields $39.9 contribution at full price versus $31.92 after a 20% recovery code (Δ $7.98). Email 1 ~42 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 74 for guides/attribution.astro: gift sizing. $96 AOV at 43% margin yields $41.28 contribution at full price versus $37.98 after a 8% recovery code (Δ $3.3). Email 1 ~43 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 75 for guides/attribution.astro: MOQ block. $97 AOV at 44% margin yields $42.68 contribution at full price versus $38.84 after a 9% recovery code (Δ $3.84). Email 1 ~44 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 76 for guides/attribution.astro: mobile distraction. $98 AOV at 45% margin yields $44.1 contribution at full price versus $39.69 after a 10% recovery code (Δ $4.41). Email 1 ~45 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 77 for guides/attribution.astro: BNPL drop. $99 AOV at 46% margin yields $45.54 contribution at full price versus $40.53 after a 11% recovery code (Δ $5.01). Email 1 ~46 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 78 for guides/attribution.astro: OOS variant. $100 AOV at 47% margin yields $47.0 contribution at full price versus $41.36 after a 12% recovery code (Δ $5.64). Email 1 ~47 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 79 for guides/attribution.astro: stacked coupon. $101 AOV at 48% margin yields $48.48 contribution at full price versus $42.18 after a 13% recovery code (Δ $6.3). Email 1 ~48 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 80 for guides/attribution.astro: shipping shock. $102 AOV at 49% margin yields $49.98 contribution at full price versus $42.98 after a 14% recovery code (Δ $7.0). Email 1 ~49 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 81 for guides/attribution.astro: gift sizing. $124 AOV at 71% margin yields $88.04 contribution at full price versus $79.24 after a 10% recovery code (Δ $8.8). Email 1 ~71 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 82 for guides/attribution.astro: MOQ block. $125 AOV at 72% margin yields $90.0 contribution at full price versus $80.1 after a 11% recovery code (Δ $9.9). Email 1 ~72 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 83 for guides/attribution.astro: mobile distraction. $126 AOV at 32% margin yields $40.32 contribution at full price versus $35.48 after a 12% recovery code (Δ $4.84). Email 1 ~73 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 84 for guides/attribution.astro: BNPL drop. $127 AOV at 33% margin yields $41.91 contribution at full price versus $36.46 after a 13% recovery code (Δ $5.45). Email 1 ~74 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 85 for guides/attribution.astro: OOS variant. $128 AOV at 34% margin yields $43.52 contribution at full price versus $37.43 after a 14% recovery code (Δ $6.09). Email 1 ~75 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 86 for guides/attribution.astro: stacked coupon. $129 AOV at 35% margin yields $45.15 contribution at full price versus $38.38 after a 15% recovery code (Δ $6.77). Email 1 ~76 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 87 for guides/attribution.astro: shipping shock. $130 AOV at 36% margin yields $46.8 contribution at full price versus $39.31 after a 16% recovery code (Δ $7.49). Email 1 ~77 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 88 for guides/attribution.astro: gift sizing. $131 AOV at 37% margin yields $48.47 contribution at full price versus $40.23 after a 17% recovery code (Δ $8.24). Email 1 ~78 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 89 for guides/attribution.astro: MOQ block. $132 AOV at 38% margin yields $50.16 contribution at full price versus $41.13 after a 18% recovery code (Δ $9.03). Email 1 ~79 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 90 for guides/attribution.astro: mobile distraction. $133 AOV at 39% margin yields $51.87 contribution at full price versus $42.01 after a 19% recovery code (Δ $9.86). Email 1 ~80 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 91 for guides/attribution.astro: BNPL drop. $155 AOV at 61% margin yields $94.55 contribution at full price versus $80.37 after a 15% recovery code (Δ $14.18). Email 1 ~102 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 92 for guides/attribution.astro: OOS variant. $156 AOV at 62% margin yields $96.72 contribution at full price versus $81.24 after a 16% recovery code (Δ $15.48). Email 1 ~103 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 93 for guides/attribution.astro: stacked coupon. $157 AOV at 63% margin yields $98.91 contribution at full price versus $82.1 after a 17% recovery code (Δ $16.81). Email 1 ~104 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 94 for guides/attribution.astro: shipping shock. $158 AOV at 64% margin yields $101.12 contribution at full price versus $82.92 after a 18% recovery code (Δ $18.2). Email 1 ~105 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 95 for guides/attribution.astro: gift sizing. $159 AOV at 65% margin yields $103.35 contribution at full price versus $83.71 after a 19% recovery code (Δ $19.64). Email 1 ~106 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 96 for guides/attribution.astro: MOQ block. $160 AOV at 66% margin yields $105.6 contribution at full price versus $84.48 after a 20% recovery code (Δ $21.12). Email 1 ~107 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 97 for guides/attribution.astro: mobile distraction. $161 AOV at 67% margin yields $107.87 contribution at full price versus $99.24 after a 8% recovery code (Δ $8.63). Email 1 ~108 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 98 for guides/attribution.astro: BNPL drop. $162 AOV at 68% margin yields $110.16 contribution at full price versus $100.25 after a 9% recovery code (Δ $9.91). Email 1 ~109 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 99 for guides/attribution.astro: OOS variant. $163 AOV at 69% margin yields $112.47 contribution at full price versus $101.22 after a 10% recovery code (Δ $11.25). Email 1 ~110 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 100 for guides/attribution.astro: stacked coupon. $164 AOV at 70% margin yields $114.8 contribution at full price versus $102.17 after a 11% recovery code (Δ $12.63). Email 1 ~111 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 101 for guides/attribution.astro: MOQ block. $399 AOV at 66% margin yields $263.34 contribution at full price versus $239.64 after a 9% recovery code (Δ $23.7). Email 1 ~109 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 102 for guides/attribution.astro: mobile distraction. $400 AOV at 67% margin yields $268.0 contribution at full price versus $241.2 after a 10% recovery code (Δ $26.8). Email 1 ~110 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 103 for guides/attribution.astro: BNPL drop. $401 AOV at 68% margin yields $272.68 contribution at full price versus $242.69 after a 11% recovery code (Δ $29.99). Email 1 ~111 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 104 for guides/attribution.astro: OOS variant. $402 AOV at 69% margin yields $277.38 contribution at full price versus $244.09 after a 12% recovery code (Δ $33.29). Email 1 ~112 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 105 for guides/attribution.astro: stacked coupon. $403 AOV at 70% margin yields $282.1 contribution at full price versus $245.43 after a 13% recovery code (Δ $36.67). Email 1 ~113 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 106 for guides/attribution.astro: shipping shock. $404 AOV at 71% margin yields $286.84 contribution at full price versus $246.68 after a 14% recovery code (Δ $40.16). Email 1 ~114 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 107 for guides/attribution.astro: gift sizing. $405 AOV at 72% margin yields $291.6 contribution at full price versus $247.86 after a 15% recovery code (Δ $43.74). Email 1 ~115 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 108 for guides/attribution.astro: MOQ block. $406 AOV at 32% margin yields $129.92 contribution at full price versus $109.13 after a 16% recovery code (Δ $20.79). Email 1 ~116 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 109 for guides/attribution.astro: mobile distraction. $407 AOV at 33% margin yields $134.31 contribution at full price versus $111.48 after a 17% recovery code (Δ $22.83). Email 1 ~117 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 110 for guides/attribution.astro: BNPL drop. $408 AOV at 34% margin yields $138.72 contribution at full price versus $113.75 after a 18% recovery code (Δ $24.97). Email 1 ~118 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 111 for guides/attribution.astro: OOS variant. $430 AOV at 56% margin yields $240.8 contribution at full price versus $207.09 after a 14% recovery code (Δ $33.71). Email 1 ~49 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 112 for guides/attribution.astro: stacked coupon. $431 AOV at 57% margin yields $245.67 contribution at full price versus $208.82 after a 15% recovery code (Δ $36.85). Email 1 ~50 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 113 for guides/attribution.astro: shipping shock. $432 AOV at 58% margin yields $250.56 contribution at full price versus $210.47 after a 16% recovery code (Δ $40.09). Email 1 ~51 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 114 for guides/attribution.astro: gift sizing. $433 AOV at 59% margin yields $255.47 contribution at full price versus $212.04 after a 17% recovery code (Δ $43.43). Email 1 ~52 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 115 for guides/attribution.astro: MOQ block. $434 AOV at 60% margin yields $260.4 contribution at full price versus $213.53 after a 18% recovery code (Δ $46.87). Email 1 ~53 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 116 for guides/attribution.astro: mobile distraction. $435 AOV at 61% margin yields $265.35 contribution at full price versus $214.93 after a 19% recovery code (Δ $50.42). Email 1 ~54 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 117 for guides/attribution.astro: BNPL drop. $436 AOV at 62% margin yields $270.32 contribution at full price versus $216.26 after a 20% recovery code (Δ $54.06). Email 1 ~55 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 118 for guides/attribution.astro: OOS variant. $437 AOV at 63% margin yields $275.31 contribution at full price versus $253.29 after a 8% recovery code (Δ $22.02). Email 1 ~56 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 119 for guides/attribution.astro: stacked coupon. $438 AOV at 64% margin yields $280.32 contribution at full price versus $255.09 after a 9% recovery code (Δ $25.23). Email 1 ~57 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 120 for guides/attribution.astro: shipping shock. $439 AOV at 65% margin yields $285.35 contribution at full price versus $256.81 after a 10% recovery code (Δ $28.54). Email 1 ~58 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 121 for guides/attribution.astro: gift sizing. $461 AOV at 46% margin yields $212.06 contribution at full price versus $171.77 after a 19% recovery code (Δ $40.29). Email 1 ~80 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 122 for guides/attribution.astro: MOQ block. $462 AOV at 47% margin yields $217.14 contribution at full price versus $173.71 after a 20% recovery code (Δ $43.43). Email 1 ~81 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 123 for guides/attribution.astro: mobile distraction. $463 AOV at 48% margin yields $222.24 contribution at full price versus $204.46 after a 8% recovery code (Δ $17.78). Email 1 ~82 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 124 for guides/attribution.astro: BNPL drop. $464 AOV at 49% margin yields $227.36 contribution at full price versus $206.9 after a 9% recovery code (Δ $20.46). Email 1 ~83 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 125 for guides/attribution.astro: OOS variant. $465 AOV at 50% margin yields $232.5 contribution at full price versus $209.25 after a 10% recovery code (Δ $23.25). Email 1 ~84 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 126 for guides/attribution.astro: stacked coupon. $466 AOV at 51% margin yields $237.66 contribution at full price versus $211.52 after a 11% recovery code (Δ $26.14). Email 1 ~85 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 127 for guides/attribution.astro: shipping shock. $467 AOV at 52% margin yields $242.84 contribution at full price versus $213.7 after a 12% recovery code (Δ $29.14). Email 1 ~86 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 128 for guides/attribution.astro: gift sizing. $468 AOV at 53% margin yields $248.04 contribution at full price versus $215.79 after a 13% recovery code (Δ $32.25). Email 1 ~87 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.

FAQ

FAQ: Cart Recovery Attribution

How does Cart Recovery Attribution apply to cart recovery (1)?

holdouts, incrementality, and margin reporting. Reference AOV $460, margin 41%.

How does Cart Recovery Attribution apply to cart recovery (2)?

holdouts, incrementality, and margin reporting. Reference AOV $460, margin 41%.

How does Cart Recovery Attribution apply to cart recovery (3)?

holdouts, incrementality, and margin reporting. Reference AOV $460, margin 41%.

How does Cart Recovery Attribution apply to cart recovery (4)?

holdouts, incrementality, and margin reporting. Reference AOV $460, margin 41%.

How does Cart Recovery Attribution apply to cart recovery (5)?

holdouts, incrementality, and margin reporting. Reference AOV $460, margin 41%.

How does Cart Recovery Attribution apply to cart recovery (6)?

holdouts, incrementality, and margin reporting. Reference AOV $460, margin 41%.

How does Cart Recovery Attribution apply to cart recovery (7)?

holdouts, incrementality, and margin reporting. Reference AOV $460, margin 41%.

How does Cart Recovery Attribution apply to cart recovery (8)?

holdouts, incrementality, and margin reporting. Reference AOV $460, margin 41%.