VeriSahara

Rapid verification and official denial tools for Western Sahara mining claims

Score: 7.4/10MAMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Media outlets and social media users spread false reports claiming Mauritanian miners were targeted in Moroccan drone strikes, forcing coalitions to issue public denials to prevent diplomatic fallout.

Solution

VeriSahara continuously monitors regional media and social platforms for false reports about Mauritanian miners. Coalitions receive instant alerts with AI-assisted fact checks against ground data and can publish pre-approved diplomatic denials with one click. This prevents escalation and diplomatic fallout by replacing reactive statements with verified, coordinated responses.

Target Audience

Mauritanian miners' coalitions, prospectors, and diplomats managing cross-border relations in the Western Sahara region

Differentiator

Hyper-localized to Mauritania-Morocco-Western Sahara dynamics with a proprietary library of diplomat-approved phrasing and direct miner coalition data feeds that generic monitoring tools cannot replicate.

Brand Voice

professional

Features

Real-time Media Monitoring

must-have45h

Tracks mentions across X, Facebook, regional news sites and alerts on false drone strike claims

Fact Verification Dashboard

must-have35h

Cross-references claims against miner-submitted logs and historical incident database

One-Click Denial Publisher

must-have30h

Generates, approves, and distributes official statements to media and diplomatic channels

Coalition Workspace

must-have40h

Shared workspace for multiple coalitions to review and jointly approve responses

Incident Archive

must-have25h

Searchable immutable record of all past claims and official responses

Diplomatic Template Library

must-have20h

Pre-vetted statements in Arabic, French, and English tailored to regional sensitivities

AI Statement Drafter

nice-to-have35h

Suggests context-aware revisions using regional diplomatic language model

Exportable Diplomatic Briefs

nice-to-have18h

One-button PDF reports formatted for African Union and UN submission

Sentiment Trend Reports

nice-to-have25h

Monthly analysis of misinformation spread patterns

Total Build Time: 273 hours

Database Schema

organizations

ColumnTypeNullable
iduuidNo
nametextNo
org_typetextNo
countrytextNo
verifiedboolNo
created_attimestampNo

Relationships:

  • has many users
  • has many incidents

incidents

ColumnTypeNullable
iduuidNo
titletextNo
claimed_eventtextNo
reported_datetimestampNo
verified_statustextNo
source_urltextYes
created_attimestampNo

Relationships:

  • belongs to organization
  • has many statements
  • has many miner_reports

statements

ColumnTypeNullable
iduuidNo
incident_iduuidNo
contenttextNo
languagetextNo
statustextNo
approved_byuuidYes
published_attimestampYes

Relationships:

  • belongs to incident
  • belongs to organization

users

ColumnTypeNullable
iduuidNo
emailtextNo
roletextNo
org_iduuidNo
created_attimestampNo

Relationships:

  • belongs to organization

API Endpoints

GET
/api/alerts

Fetch active misinformation alerts for dashboard

🔒 Auth Required
POST
/api/incidents

Create new incident from detected claim

🔒 Auth Required
POST
/api/statements

Create and submit new official statement

🔒 Auth Required
POST
/api/verify

Trigger fact check against miner reports

🔒 Auth Required
GET
/api/export

Generate diplomatic PDF brief

🔒 Auth Required

Tech Stack

Frontend
Next.js 14 + Tailwind + shadcn/ui
Backend
Next.js API Routes
Database
PostgreSQL
Auth
Clerk
Payments
Stripe
Hosting
Vercel
Additional Tools
Puppeteer for news scrapingOpenAI GPT-4o miniResend for emails

Build Timeline

Week 1: Foundation and auth

32h
  • Project scaffold
  • Clerk + DB setup
  • Basic org and user models

Week 2: Monitoring engine

38h
  • News and social monitoring service
  • Alert database
  • Basic dashboard UI

Week 3: Verification and incidents

35h
  • Fact-checking logic
  • Incident CRUD
  • Template library

Week 4: Statement workflow

40h
  • Statement editor with approvals
  • Publisher module
  • PDF generation

Week 5: Collaboration and polish

30h
  • Multi-user workspace
  • Role-based permissions
  • Notification system

Week 6: Payments and launch prep

28h
  • Stripe integration
  • Landing page
  • Onboarding flow
  • Testing
Total Timeline: 6 weeks • 248 hours

Pricing Tiers

Starter

$0/mo

Single user, 1 coalition

  • Basic monitoring
  • 5 alerts per month
  • Public statement archive

Pro

$35/mo

Up to 8 users

  • Unlimited alerts
  • Full template library
  • Collaboration workspace
  • Diplomatic briefs

Enterprise

$99/mo

Unlimited users and coalitions

  • AI drafter
  • Custom integrations
  • Priority support
  • Dedicated data archive
  • API access

Revenue Projections

MonthUsersConversionMRRARR
Month 14511%$174$2,088
Month 638018%$2,394$28,728

Unit Economics

$62
CAC
$1260
LTV
5%
Churn
82%
Margin
LTV:CAC Ratio: 20.3xExcellent!

Landing Page Copy

Stop False Drone Strike Reports Before They Escalate

Real-time monitoring, fact verification, and one-click official denials trusted by Mauritanian coalitions and diplomats.

Feature Highlights

Instant alerts on misinformation
Pre-approved diplomatic language
Immutable incident archive
Coalition-wide collaboration
Export-ready UN briefs

Social Proof (Placeholders)

"'We countered a viral false claim within 90 minutes. Diplomacy saved.' — Director, Mauritanian Miners Coalition"
"'The template library alone is worth 10x the price.' — Western Sahara Desk Officer"

First Three Customers

1. Email and LinkedIn outreach to the National Union of Mauritanian Workers and known mining cooperatives in Nouakchott offering 6-month free pilot in exchange for feedback. 2. Present at the next African Union technical meeting on Western Sahara with a live demo using recent real incidents. 3. Partner with two respected NGOs (e.g. those already documenting human rights in the region) to get warm introductions to diplomats.

Launch Channels

ProductHuntLinkedIn (targeting African diplomats, AU officials, NGOs)Twitter/X with #WesternSahara #MauritaniaMiningr/SaaSAfrican Union and ECOWAS diplomatic listservs

SEO Keywords

western sahara verification toolmauritanian miners denial systemcounter mining misinformationdiplomatic rapid response saharandrone strike fact check africa

Competitive Analysis

From $29/mo
Strength

Broad media monitoring coverage

Weakness

No diplomatic templates or regional context engine

Our Advantage

Purpose-built for Western Sahara with approved language and coalition approval workflows

From $49/mo
Strength

Good sentiment analysis

Weakness

Generic alerts lack verification against ground truth miner data

Our Advantage

Direct integration with miner check-in data and immutable archive

🏰 Moat Strategy

Network effects from connected coalitions sharing a growing verified incident database combined with proprietary library of diplomat-approved statements that improves with usage.

⏰ Why Now?

Drone usage has dramatically increased in the Western Sahara conflict while social media amplification of unverified claims now creates immediate diplomatic incidents that did not exist five years ago.

Risks & Mitigation

marketmedium severity

Low digital adoption among some coalitions

Mitigation

Offer phone/WhatsApp fallback submission and dedicated onboarding specialist for first 20 customers

legalhigh severity

Operating in geopolitically sensitive region

Mitigation

Strict data residency in EU, no storage of location data that could endanger miners, consult regional legal expert

technicalmedium severity

Social platform API access changes

Mitigation

Multiple data sources including manual upload and RSS feeds as fallback

Validation Roadmap

pre-build18 days

Conduct 12 interviews with coalition leaders and diplomats

Success: At least 8 confirm they would pay $35/mo for the solution

mvp45 days

Private beta with 5 coalitions

Success: 3 coalitions renew after 30-day free pilot

launch30 days

Launch on ProductHunt and LinkedIn

Success: 50 signups and first $500 MRR in 30 days

Pivot Options

  • Expand to other Sahel conflict monitoring
  • White-label for African Union member states
  • Add on-ground drone verification service

Quick Stats

Build Time
248h
Target MRR (6 mo)
$4,500
Market Size
$3.2M
Features
9
Database Tables
4
API Endpoints
5