Stop leaving money on the table. This AI bundling engine analyzes your purchase data, identifies which products your customers naturally buy together, and designs revenue-maximizing bundle strategies — pure bundles, mixed bundles, BOGO, leader-plus-margin, tiered packs. ## What's included - **Purchase-data analyzer** — finds product pairs + triples bought together at significant rate - **Bundle strategy designer** — pure / mixed / BOGO / leader-plus-margin / tiered packs per opportunity - **Bundle copy generator** — product page widget, cart upsell modal, post-purchase email - **Price psychology** — anchor pricing, decoy effect, charm pricing ($X.99 vs $X) - **Margin guard rails** — bundles don't crush your unit economics - **A/B test recommendations** — which 2 bundles to test against each other - **Cross-sell automation** for repeat customers - **Bundle performance tracker** — AOV lift, attach rate, total revenue impact ## Limitations - **Doesn't update product pages** — generates copy + recommendations, you push via Shopify / Amazon admin - **Requires order export data** — Shopify / Amazon CSV or API access - **Bundle pricing assumes you've entered current COGS** — agent calculates margin off your inputs - **Doesn't run A/B tests itself** — uses your existing tool (Convert.com / Optimizely / Shogun) - **Single-store scope** by default — multi-store merchants need per-store setup ## Best fit Shopify + Amazon sellers doing $100K-$10M/year in revenue with 50+ SKUs. Especially valuable for merchants whose AOV has plateaued — 15-30% AOV growth from disciplined bundling is the typical baseline.
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