Ditch the Discount, Says Brand Marketer

The non-obvious angle is what this means for your Amazon advertising architecture: if you're using coupons to juice conversion rate on slow movers to maintain BSR or defend ad rank, you're essentially subsidizing your own ACoS problem while training price-sensitive buyers who will churn the moment the coupon disappears.

The smarter Monday-morning play is to audit which ASINs in your catalog are coupon-dependent for conversion and reclassify them as bundle candidates, then test a virtual bundle or FBM multi-pack against the discounted standalone to see if you can match unit velocity without the margin bleed.

On TikTok Shop specifically, the BOGO mechanic is still algorithmically rewarded in the affiliate feed, meaning you can move units at full price-per-item while the perceived deal drives click-through — this is a structural arbitrage that most 7-figure brands are not yet exploiting systematically.

Ignoring this while continuing to fund 15-25% coupons on stale SKUs is a direct hit to your contribution margin that compounds quarterly.

This practitioner perspective lands in the middle of a broader 2026 marketplace dynamic where platform-level margin compression is forcing brands to rethink every lever in their promotional toolkit — Amazon's fee stack now consumes 35-45% of revenue for many FBA sellers before a single dollar of advertising, leaving almost no room for 20%+ discounts without going contribution-margin negative.

The shift toward bundles and influencer acquisition is also structurally aligned with where TikTok Shop and Shopify are winning: both platforms reward content-native commerce over coupon-clip behavior, and brands that build influencer flywheels now will have a durable CAC advantage as Amazon continues to raise CPC floors.

Operators who treat this as a soft branding opinion rather than a hard margin optimization signal are leaving the most actionable Q2 lever on the table.