EcomTriage

AI sorts and prioritizes customer tickets so solos focus on high-value issues

Score: 8.2/10United StatesMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Solo ecommerce bootstrappers are overwhelmed by high customer service volume without a team, diverting critical time from product development.

Solution

EcomTriage pulls inquiries from email, chat, and social into one smart inbox, using AI to categorize, prioritize by urgency/impact, and draft responses. It flags revenue-risking tickets first, reducing overwhelm by 70%. Perfect for bootstrappers juggling everything.

Target Audience

Remote solo ecommerce bootstrappers operating without a customer service team

Differentiator

Revenue-aware prioritization using order value and repeat customer data

Brand Voice

professional/supportive

Features

Multi-Channel Inbox

must-have15h

Unifies email, Intercom/Zendesk, social DMs

AI Triage Engine

must-have25h

Scores tickets by urgency, revenue risk, sentiment

Auto-Draft Replies

must-have12h

One-click approve AI-generated responses

Priority Dashboard

must-have10h

Kanban view sorted by AI score

Escalation Rules

must-have8h

Auto-SLA for VIP customers

Slack Integration

nice-to-have10h

Push high-priority alerts to Slack

Query Insights

nice-to-have12h

Top issues report for product fixes

Mobile App

future30h

iOS/Android push notifications

Total Build Time: 122 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
created_attimestampNo

Relationships:

  • one-to-many with tickets and channels

channels

ColumnTypeNullable
iduuidNo
user_iduuidNo
typetextNo
configtextYes

Relationships:

  • foreign key to users.id

tickets

ColumnTypeNullable
iduuidNo
user_iduuidNo
channel_iduuidYes
priority_scoreintNo
statustextNo
drafttextYes
resolved_attimestampYes

Relationships:

  • foreign keys to users.id, channels.id

API Endpoints

POST
/api/channels/connect

Add new channel webhook

🔒 Auth Required
GET
/api/tickets

List triaged tickets

🔒 Auth Required
POST
/api/tickets/:id/triage

AI triage and draft

🔒 Auth Required
PUT
/api/tickets/:id/resolve

Mark as done

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui
Backend
Next.js API routes + Supabase Edge Functions
Database
Supabase Postgres
Auth
Supabase Auth
Payments
Stripe
Hosting
Vercel
Additional Tools
OpenAI APIZapier for channels

Build Timeline

Week 1: Auth and inbox UI

20h
  • User system
  • Basic dashboard

Week 2: Channel integrations

25h
  • Email/social webhooks

Week 3: AI triage core

30h
  • Scoring + drafting

Week 4: Kanban and rules

20h
  • Priority view
  • Escalations

Week 5: Polish and paywall

15h
  • Payments
  • Tests

Week 6: Beta launch prep

10h
  • Onboarding
  • Docs
Total Timeline: 6 weeks • 140 hours

Pricing Tiers

Free

$0/mo

Basic triage

  • 1 channel
  • 50 tickets/mo

Pro

$25/mo
  • Unlimited channels
  • Unlimited tickets
  • Auto-drafts

Enterprise

$99/mo
  • All Pro + Custom rules
  • Team seats
  • API

Revenue Projections

MonthUsersConversionMRRARR
Month 1403%$30$360
Month 63505%$440$5,280

Unit Economics

$45
CAC
$300
LTV
6%
Churn
88%
Margin
LTV:CAC Ratio: 6.7xExcellent!

Landing Page Copy

Triage Customer Chaos: AI Prioritizes What Matters

Solo ecom: Get revenue-critical tickets first, ignore the noise.

Feature Highlights

Multi-channel unify
Revenue-smart priority
AI drafts
70% time save

Social Proof (Placeholders)

"'Prioritization changed everything.' – Sam, Bootstrapper"
"'High-value focus only.' – Taylor, Ecom Solo"

First Three Customers

Run Twitter poll on solo ecom pains, offer free beta to top responders, validate via Typeform then onboard first 3 from r/shopify.

Launch Channels

Product Huntr/SaaSTwitter #ecommerceIndie Hackers

SEO Keywords

ecommerce ticket triagesolo support prioritizationai customer service sorter

Competitive Analysis

$49+/mo
Strength

Enterprise scale

Weakness

Bloated for solos

Our Advantage

AI-first triage at $25, ecom focus

🏰 Moat Strategy

Data flywheel from ticket categorizations improving AI

⏰ Why Now?

Rise of solo DTC brands + cheap AI for prioritization

Risks & Mitigation

technicalmedium severity

Webhook reliability

Mitigation

Retries + monitoring

marketlow severity

Channel adoption

Mitigation

Start with email

executionhigh severity

AI misprioritization

Mitigation

User feedback training

Validation Roadmap

pre-build4 days

Survey 20 solos on Twitter

Success: Pain validated

mvp10 days

Test with 5 betas

Success: 80% satisfaction

growth30 days

Referral program

Success: 10% referral rate

Pivot Options

  • Pure email focus
  • Add live chat builder
  • B2B for small teams

Quick Stats

Build Time
140h
Target MRR (6 mo)
$800
Market Size
$4000.0M
Features
8
Database Tables
3
API Endpoints
4