OutagePulse

Predict Benin outages and auto-failover your martech campaigns.

Score: 7.8/10BJMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Frequent internet outages in Benin disrupt real-time marketing campaigns and analytics tools for martech startups, causing lost revenue and frustrated clients.

Solution

OutagePulse uses ML on historical ISP data to predict disruptions, auto-switching to cached responses or pausing campaigns. It provides preemptive alerts and smooth failover for analytics and ads. Martech startups in Benin operate proactively, minimizing downtime impact.

Target Audience

Martech startups operating in Benin

Differentiator

Predictive ML model trained exclusively on Benin outage patterns from telcos like MTN/Canal+.

Brand Voice

friendly

Features

Outage Prediction

must-have25h

ML forecasts outages 30min ahead based on patterns.

Failover Cache

must-have18h

Serves cached analytics/campaign data during predictions.

Alert System

must-have15h

Push/email alerts before outages.

Campaign Pauser

must-have20h

Auto-pauses/resumes ad platforms.

Prediction Dashboard

must-have20h

View forecasts, accuracy, and impacts.

Custom Thresholds

nice-to-have10h

Tune prediction sensitivity.

API for Predictions

nice-to-have12h

Query predictions programmatically.

Historical Reports

nice-to-have8h

Weekly outage prediction accuracy reports.

Total Build Time: 128 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
alert_prefstextYes
created_attimestampNo

predictions

ColumnTypeNullable
iduuidNo
user_iduuidNo
probabilityintNo
predicted_timetimestampNo
actual_outageboolYes

Relationships:

  • user_id references users(id)

caches

ColumnTypeNullable
iduuidNo
user_iduuidNo
data_typetextNo
cached_datatextNo
expires_attimestampNo

Relationships:

  • user_id references users(id)

API Endpoints

GET
/api/predictions

Current predictions

🔒 Auth Required
POST
/api/alerts

Send alert

🔒 Auth Required
GET
/api/cache/:type

Serve failover cache

🔒 Auth Required
POST
/api/pause-campaign

Trigger pause

🔒 Auth Required
GET
/api/reports

Accuracy reports

🔒 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
Vercel AI SDK for simple ML

Build Timeline

Week 1: ML prediction base

45h
  • Data ingestion
  • Simple model

Week 2: Alerts and cache

40h
  • Alert system
  • Cache layer

Week 3: Campaign controls

40h
  • Pauser logic
  • Integrations

Week 4: Dashboard

35h
  • Prediction UI
  • Reports

Week 5: Polish integrations

30h
  • API endpoints
  • Testing

Week 6: Deploy and optimize

25h
  • Payments
  • Model tuning
Total Timeline: 6 weeks • 215 hours

Pricing Tiers

Free

$0/mo

No failover

  • Basic predictions
  • Email alerts

Pro

$40/mo

5 campaigns

  • Full predictions
  • Auto-failover
  • Campaign pause

Enterprise

$99/mo

None

  • All Pro
  • Unlimited campaigns
  • Custom ML

Revenue Projections

MonthUsersConversionMRRARR
Month 1604%$96$1,152
Month 630014%$1,680$20,160

Unit Economics

$22
CAC
$500
LTV
6%
Churn
90%
Margin
LTV:CAC Ratio: 22.7xExcellent!

Landing Page Copy

Beat Benin Outages Before They Hit

Predict, alert, failover—keep martech running smooth.

Feature Highlights

30min outage forecasts
Auto-cache failover
Campaign safeguards
Proactive alerts

Social Proof (Placeholders)

"'Predictions spot on!' - Ad Manager"
"'Saved hours of chaos.' - Benin Startup"

First Three Customers

Survey Benin telco outage data sharers on forums, offer beta to first responders. Email list from martech directories in Benin. Run LinkedIn ads to 'Benin marketing manager' with free prediction trial.

Launch Channels

Product Huntr/indiehackersr/SaaSAfrica Tech newsletters

SEO Keywords

benin outage predictor martechpredictive failover marketing beninoutage alerts benin campaigns

Competitive Analysis

Downdetector

downdetector.com
Free
Strength

Crowd-sourced status

Weakness

Reactive, no predictions or failover

Our Advantage

Proactive ML + martech actions

🏰 Moat Strategy

ML model improves with aggregated anonymous outage data.

⏰ Why Now?

Telco data now public, AI tools accessible for solo devs.

Risks & Mitigation

technicalhigh severity

ML prediction accuracy

Mitigation

Fallback to detection + continuous training

legallow severity

ISP data usage

Mitigation

Public sources only

Validation Roadmap

pre-build10 days

Collect outage dataset

Success: 80% historical accuracy

launch7 days

User prediction feedback

Success: 75% accurate per user

Pivot Options

  • General outage predictor SaaS
  • Mobile alerts app

Quick Stats

Build Time
215h
Target MRR (6 mo)
$6,000
Market Size
$2.5M
Features
8
Database Tables
3
API Endpoints
5