Ecommerce
AI Revenue Systems for Ecommerce Brands
PROFIT PER ORDER.
NOT VANITY ROAS.
Ecommerce does not have an attention problem, it has a margin problem. We connect ads, store and support so budget follows contribution profit and support volume stops scaling with orders.
24–48h
From kick-off to live agents
24/7
Customer service coverage
80+
Customer languages supported
100%
Actions logged and auditable
WHAT ACTUALLY BREAKS.
- Acquisition cost rises faster than average order value
- Creative fatigues faster than the team can replace it
- Support ticket volume scales linearly with orders
- Platform-reported ROAS does not reconcile with contribution margin
THE BUYING JOURNEY.
01
Discovery
Paid social, search or creator content introduces the product.
02
Consideration
Reviews, sizing, delivery and returns questions decide whether the basket fills.
03
Checkout
Friction, shipping cost or a last question causes the abandonment.
04
Repeat
Post-purchase experience and replenishment timing determine lifetime value.
THE WORKFLOWS.
Where is my order
- 1.Customer asks about an order on any channel
- 2.ARIA verifies identity against the order record
- 3.Tracking status returned from the carrier or store data
- 4.Exceptions such as lost or damaged parcels handed to a human with the context attached
Checkout recovery
- 1.Abandonment event received from the store
- 2.Consent state checked before any message
- 3.HERALD sends a sequence addressing the likely blocker — shipping, sizing or reassurance
- 4.Recovered revenue attributed to the sequence, not to last click
Creative refresh loop
- 1.SENTINEL detects declining performance on a fatiguing asset
- 2.Winning hook, format and audience patterns extracted
- 3.New variants produced and queued for your approval
- 4.Approved variants deployed and measured against contribution margin
SYSTEMS & CHANNELS.
Common CRM systems
- Shopify with Klaviyo
- HubSpot
- Gorgias or Zendesk for support
- Recharge for subscriptions
Acquisition channels
- Meta and TikTok paid social
- Google Shopping and search
- Email and SMS
- Creator and affiliate
- Organic search and marketplaces
Integrations we connect
- Shopify or your storefront platform
- Meta, TikTok and Google Ads
- GA4 and server-side tracking
- Klaviyo or your ESP
- Gorgias, Zendesk or your helpdesk
- 3PL and carrier tracking
Third-party product names are the trade marks of their owners and are listed because they are common in this sector — not to imply a partnership or certification. Where a platform has no open API we say so before we start.
KPIS THAT MATTER HERE.
- Contribution margin per order
- Blended customer acquisition cost
- Checkout recovery rate
- First-response and resolution time
- Repeat purchase rate and 90-day cohort value
EXAMPLE ROI MODEL.
Formulas, not forecasts. Run them on your own figures — nothing below is a guaranteed or measured result.
- Support cost baseline
- Tickets per month × handling minutes × loaded agent cost per minute
- Deflection value
- Tickets resolved without a human × cost per ticket
- Recovery value
- Abandoned checkouts × modelled recovery rate × average order value × margin
- Media effect
- Spend reallocated × difference in contribution margin per pound between sources
PROOF, HONESTLY.
Xiilio Ltd was incorporated on 23 January 2026 and publishes no case study for this sector. Rather than borrow someone else's numbers, here is exactly what we measure in an engagement — from your systems, against your baseline.
- Ticket volume, first-response time and deflection measured against your helpdesk baseline
- Media performance judged on contribution margin reconciled with store data
- Recovery attributed at sequence level, not last click
WHAT YOU'RE PROBABLY THINKING.
"AI support will damage our brand."
Only if it argues. It is scoped to routine questions, escalates on low confidence or negative sentiment, and hands over with full context.
"We already use Klaviyo flows."
Keep them. The agents add the decisioning and the conversations around them rather than replacing your ESP.
"Our margins are thin."
Which is the argument for optimising to contribution margin instead of ROAS. If the model does not clear the platform cost on your numbers, we will say so.
GUARDRAILS.
Compliance
- Consent-mode and marketing-consent state respected across every channel
- Refund, returns and goodwill decisions require a human within your policy limits
- Agents never handle card data; payment stays with your provider
- Advertising claims limited to what your team has approved
Security requirements
- No card data touched; payment stays with your provider
- Customer identity verified before order details are shared
- Consent and marketing state respected across every channel
- Role-based access and audit logging on refunds and account changes
Human approval required
- Refunds and goodwill beyond defined limits require a human
- Creative approved before it goes live
- Budget shifts above your cap require sign-off
- Policy exceptions always escalate
Xiilio holds no sector certification or regulatory approval, and nothing here transfers your regulatory responsibility to us. See Responsible AI for the full governance framework.
Frequently Asked
ECOMMERCE, EXPLAINED.
Straight answers on scope, compliance and how Xiilio deploys for ecommerce.
- Will AI support annoy our customers?
- It should be invisible on the routine questions and instant to hand over on anything else. Low confidence, an unhappy tone or a policy exception all escalate to a person with the full conversation attached.
- Can it issue refunds?
- Only within limits you define, and by default it prepares the action for a human to approve. Goodwill and exception decisions always require a person.
- How do you measure paid media?
- Against contribution margin and blended acquisition cost reconciled with your store data — not platform-reported ROAS alone.