The E-Commerce AI Commerce Playbook

Executive summary

Cart abandonment hits 70%. Recovery emails convert 1–2 of every 100, the rest walk away. This playbook lays out five AI-powered plays, from intelligent product discovery through to frictionless returns, that recover more carts, convert more shoppers, and consolidate 5–8 point tools without rip-and-replace.

The five plays

Each play includes: trigger, agent setup, integrations, expected outcome, KPIs.

Play 1

AI powered product discovery and Search

Trigger: visitor lands on site or initiates a product enquiry via any channel. Agent: Product Discovery. Integration: Shopify, WooCommerce, site search engine. Outcome: 35% lift in product page engagement, 20% increase in add-to-cart rate.

Play 2

AI Agent assisted Shopping Cart and post sale support

Trigger: item added to cart or post-purchase query received. Agent: Shopping Assistant + Order Support. Integration: Shopify, payment processor, Zendesk. Outcome: 25% fewer abandoned checkout sessions, 40% faster post-sale resolution.

Play 3

Abandon cart recovery

Trigger: cart abandoned ≥30 min with no checkout. Agent: Cart Recovery. Integration: Shopify/WooCommerce, WhatsApp Business, SMS. Outcome: 30% uplift in recovered carts vs. email-only recovery.

Play 4

Post-purchase loyalty, review generation and upsell

Trigger: order shipped + 7-day post-delivery window. Agent: Engage. Integration: Shopify, Loox/Yotpo, loyalty programme. Outcome: 2–3× review collection rate, 15% repeat purchase lift within 60 days.

Play 5

Omnichannel returns and exchange automation

Trigger: return or exchange intent detected in any channel. Agent: Order Support. Integration: Shopify, payment processor, ShipStation. Outcome: returns resolved in under 60 seconds, 80% deflection from human agents.

Implementation timeline (30 days)

Week	Phase	Activities
Week 1	Stack discovery	Integration validation (Shopify/WooCommerce, WhatsApp, site search). Channel access setup.
Week 2	Configuration	Agent tuning, product catalogue import, brand voice setup, playbook configuration.
Week 3	Pilot	Live in production with Plays 1 and 3 (Discovery + Cart Recovery). Monitoring, refinement.
Week 4	Expansion	Roll out Plays 2, 4, 5. Train internal team. Establish handoff workflows.

Common pitfalls (and how to avoid them)

Don’t skip product catalogue optimisation, the discovery agent is only as good as the data it can access; budget a day to clean up titles and tags
Don’t treat cart recovery as “set it and forget it”, timing and message cadence need tuning for your audience
Don’t automate returns before you’ve clarified your policy, the agent reflects whatever rules you configure
Don’t run AI and legacy helpdesk in parallel indefinitely, set a clear cutover date for Tier-1 support
Don’t underestimate brand voice tuning, shoppers notice when the tone feels off; budget 2–3 days for this

Download the full Playbook

28 pages of detailed configuration, sample copy, and integration runbooks. Free PDF.

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The E-Commerce AI Commerce Playbook.