Built for eCommerce teams handling 1,000+ support tickets/month

Stop Losing Customers to Wrong Answers About Orders, Returns, and Policies.

Rovixal resolves WISMO, return eligibility, promo rules, and sizing questions instantly -- grounded in your actual policies, with citations your team can verify. No hallucinated shipping dates. No invented coupon codes. No fabricated return windows.

No credit card required. Deploy on your storefront in under 10 minutes.

Rovixal for your store
Can I return these shoes? I bought them 45 days ago during the holiday sale.

Based on our return policy, standard purchases can be returned within 30 days. However, items purchased during holiday promotions (Nov 15 - Jan 5) have an extended 60-day return window. Your purchase on December 12 qualifies for the extended window, so you have until February 10 to initiate a return.

[1] Return Policy[2] Holiday Promo Terms
Confidence: 0.96 · 2 sources cited
0%
Citation verification available
< 3s
Average response time
24/7
Coverage without staffing
0+
Languages supported

The Five Support Problems Draining Your eCommerce Team

Returns & Exchanges Complexity

Your return policy has 6 variations: standard 30-day, holiday extended, final-sale exclusions, opened-box restrictions, subscription items, and international orders. Agents memorize the wrong version. Customers screenshot the wrong answer. You eat the cost.

WISMO (Where Is My Order)

An estimated 40% of your tickets are "Where is my order?" -- and they all feel urgent. Agents copy-paste tracking links manually. Customers ask again 4 hours later because the first response was vague. Each ticket costs an estimated $8-15 in agent time for a question your system already has the answer to.

Promo & Coupon Rule Confusion

BOGO excludes clearance. The 20% code does not stack with loyalty discounts. Free shipping requires $75 minimum after discounts. Your agents guess. Your customers complain. Your margins erode.

Sizing & Fit Questions

"Does this run large?" "What size should I get if I am between a Medium and Large?" These are answerable from your size guide -- but agents still spend 4 minutes per ticket because the guide is a PDF buried in a shared drive.

Multi-Channel Policy Drift

Your website says 30 days. Your agent said 60. Now you have a dispute. Policy docs get updated in Notion but not in the agent script. The FAQ page says one thing, the email template says another. Every inconsistency becomes a customer complaint or a costly exception.

How Rovixal Handles Real eCommerce Support

Every response is grounded in your documentation. No guessing. Designed to answer only when grounded in your knowledge.

Conditional Return Eligibility

Can I return this swimsuit? I bought it 22 days ago and wore it once.

Swimwear can be returned within 30 days if unworn with original tags attached. Since the item has been worn, it is not eligible for return under our hygiene policy. I can connect you with an agent to discuss an exchange.

[1] Return Policy, Section 4.2
Confidence: 0.93 · 1 source cited

Retrieves return policy at PRIMARY authority with CURRENT freshness. Identifies swimwear under hygiene-restricted items. Auto-suggests escalation for the exchange path.

WISMO with Delayed Shipment

My order was supposed to arrive yesterday. Where is it?

Standard shipping typically arrives within 5-7 business days. If your tracking shows your package is in transit but delayed, carriers sometimes experience 1-2 day delays during peak periods. If it has been more than 10 business days, I will connect you with our shipping team.

[1] Shipping Policy[2] Delivery FAQ
Confidence: 0.91 · 2 sources cited

Matches FAQ entry for "order delays" at 0ms latency (checked before RAG). Retrieves SHIPPING policy document for SLA details.

Promo Code Stacking

Can I use my LOYALTY20 code with the current BOGO offer?

The LOYALTY20 code provides 20% off and cannot be combined with our current Buy One Get One offer, as percentage discounts and BOGO promotions are non-stackable per our promotion terms. You can use whichever offer gives you the better value.

[1] Promo Terms v3[2] Loyalty Program FAQ
Confidence: 0.95 · 2 sources cited

Multi-source RAG query retrieves promotional terms and loyalty terms. Freshness tracking ensures current promo version is used.

International Sizing

I wear EU 42. What US size should I order for the Classic Oxford?

An EU 42 typically corresponds to a US Men's 9. However, our Classic Oxford line runs approximately half a size large. We recommend ordering a US 8.5 for the best fit.

[1] Size Guide - Formal Shoes[2] Classic Oxford Product Notes
Confidence: 0.89 · 2 sources cited

Retrieves size conversion chart and product-specific fit notes. Fit notes at SECONDARY authority (1.0x) complement the PRIMARY size guide.

Subscription Cancellation

I want to cancel my monthly skincare box. The last two boxes were not great.

I understand. Your subscription can be cancelled anytime before the 15th of the month to prevent the next charge. Since your next renewal is February 20, you still have time. I will connect you with a specialist who can help with the cancellation and discuss any options.

[1] Subscription Policy[2] Cancellation FAQ
Confidence: 0.88 · 2 sources cited

Conditional response trigger detects cancellation intent. Custom instructions prevent unauthorized retention offers. Escalates to retention specialist with full context.

Policy Discrepancy Detection

Is shipping free on orders over $50?

Free shipping applies to orders of $75 or more before discounts, per our current shipping policy.

[1] Shipping Policy v2
Confidence: 0.72 · 1 source cited

Website says $50, policy doc says $75. Cites PRIMARY authority ($75). Analytics dashboard surfaces this as a knowledge gap: "47 conversations, avg confidence 0.72" -- alerting the team to source inconsistency.

Built for eCommerce Accuracy. Not Generic AI Chat.

Citation Verification Prevents Policy Hallucination

Generic chatbots invent return windows, shipping dates, and promo terms. Rovixal traces every claim to a specific document section. If it cannot cite a source, it says so and escalates.

  • 3-tier citation matching: exact, fuzzy, and semantic
  • Unverifiable claims stripped before delivery
  • Customers see clickable source links

Authority Weighting Eliminates Policy Drift

When your FAQ says 30 days and your policy doc says 60 days, which one should your AI trust? Rovixal uses 3 authority levels so official policy documents always outrank informal content.

  • PRIMARY (1.3x): Official policies, terms, product specs
  • SECONDARY (1.0x): FAQ pages, help articles, internal guides
  • REFERENCE (0.7x): Blog posts, marketing copy, community content

Freshness Tracking Keeps Answers Current

Last quarter's promo terms do not answer this quarter's promo questions. Rovixal tracks document freshness and automatically deprioritizes aging content.

  • CURRENT (≤30 days): Full weight
  • AGING (30-90 days): Flagged for review
  • STALE (90-180 days): Deprioritized in retrieval
  • EXPIRED (>180 days): Excluded from answers

Live Chat Handoff with Full Context

When a return is complicated or a customer is frustrated, the AI escalates to a human. The agent gets the full conversation, every source cited, the confidence score, and the customer's name and email.

  • Configurable confidence threshold for auto-escalation
  • Custom escalation keywords
  • Queue position tracking for visitors
  • Business hours awareness with timezone support

Analytics That Surface Operational Blind Spots

Rovixal tells you which questions your documentation cannot answer, which policies confuse customers, and where your knowledge base has gaps.

  • Knowledge gaps: auto-detected unanswered questions
  • Top questions: see what customers ask most
  • Citation accuracy: % verified across all responses
  • Trust Score: 6-component reliability metric

Accuracy You Can Audit. Not Accuracy You Have to Hope For.

Generic eCommerce Chatbot

Rovixal for eCommerce

Invents return windows that do not exist
Every return answer cites the exact policy section
Makes up promo stacking rules
Promo rules traced to current promotion terms
No way to verify if answers are correct
Confidence score (0-1) on every response
Cannot detect when it is wrong
Low confidence triggers automatic human handoff
Same answer regardless of source quality
Authority weighting ensures policies outrank blog posts

Trust Score: 6-Component Composite Metric

Passing threshold: 85%. Computed on every deployment.

Source Grounding25%
Hallucination Resistance25%
Citation Accuracy20%
Refusal Appropriateness15%
Injection Resistance10%
Consistency5%

ROI Estimate for Mid-Market eCommerce

Conservative, base, and aggressive scenarios based on industry benchmarks. Actual results vary with knowledge base quality and query complexity.

Metric
Conservative
Base
Aggressive
Tickets/month
3,000
5,000
8,000
Deflection rate
30%
45%
60%
Cost per ticket
$8
$12
$15
Tickets deflected/mo
900
2,250
4,800
FTE equivalent saved
0.7
1.7
3.7
Monthly cost saved
$7,200
$27,000
$72,000
Annual cost saved
$86,400
$324,000
$864,000
Rovixal annual cost
$990
$990
Custom
Annual ROI multiple
87x
327x
N/A

All figures are estimates based on industry benchmarks. Deflection rate, cost per ticket, and ticket volume vary by brand.

Monthly Savings = Deflection Rate x Tickets/Month x Cost Per Ticket

Live on Your Storefront in 3 Weeks

Week 1

Index Your Knowledge

  • Connect Notion workspace or Google Docs with policies, FAQs, product info
  • Upload PDF size guides, CSV product specs, policy documents
  • Configure source authority levels (policy docs = PRIMARY, FAQ = SECONDARY)
  • Set up company profile and chatbot persona
Week 2

Configure & Test

  • Set up FAQ entries for high-volume questions (WISMO, return eligibility)
  • Configure conditional responses for escalation keywords
  • Define tone and response style
  • Configure business hours and escalation thresholds
  • Test with internal team using the testing sandbox
Week 3

Deploy & Monitor

  • Embed widget on storefront (2 lines of code)
  • Configure domain whitelisting
  • Monitor analytics: deflection rate, top questions, knowledge gaps
  • Review Trust Score and confidence distribution
  • Set up live chat for agents handling escalated conversations
Embed on your storefront
<script src="https://widget.rovixal.com/v1.js"></script>
<chatbot-widget id="your-bot-id" />

Frequently Asked Questions

Ready to deploy AI support for your store?

Connect your policies, FAQs, and product docs. Start answering customer questions with citation-backed accuracy in minutes.

No credit card required. Deploy on your storefront in under 10 minutes.