Real-time alerts when false claims about your candidates spread online
Opposition alliance leaders must repeatedly defend against false, politically motivated claims that they failed to field candidates in 75 constituencies
ClaimGuard monitors Zambian news sites, social media, and political forums for mentions of your alliance failing to field candidates in constituencies. When detected, it sends instant mobile alerts with context, suggested rebuttals from your database, and one-tap sharing options to counter the narrative before it spreads.
Opposition alliance leaders and spokespersons in Zambian multi-party politics
Semantic understanding of Zambian political language and the specific '75 constituencies' trope, with alerts prioritized by reach and influence of the source.
supportive
Track mentions across news, X, and Facebook
Push notifications when relevant claims are detected
Send pre-approved responses directly from alert
Attach verified documents to any response
Historical log of all detected claims with outcomes
Score claims by potential reach of source
Route critical alerts to specific spokespersons
Summary of disinformation trends
Track how narrative is spreading
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| monitoring_keywords | text | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| alliance_id | uuid | No |
| text | No | |
| role | text | No |
| notification_preferences | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| alliance_id | uuid | No |
| claim_text | text | No |
| source | text | No |
| reach_score | int | Yes |
| status | text | No |
| detected_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| claim_id | uuid | No |
| response_text | text | No |
| sent_at | timestamp | Yes |
| engagement_metrics | text | Yes |
Relationships:
/api/alertsFetch pending alerts for user
/api/claims/logLog new detected claim from monitoring service
/api/respondRecord and publish response to claim
/api/webhooks/monitorReceive data from monitoring scrapers/APIs
Basic sources only
Unlimited
Unlimited + priority
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 30 | 23% | $230 | $2,760 |
| Month 6 | 165 | 31% | $1,520 | $18,240 |
ClaimGuard watches the internet for you and delivers instant alerts with ready-to-use rebuttals and evidence. Stay ahead of disinformation in Zambian politics.
Contact opposition parties' communications directors who have been most active responding to disinformation and offer free Enterprise access during the pilot phase. Partner with Zambian media monitoring NGOs and offer them co-branded access. Attend pre-election strategy meetings to demonstrate live monitoring of sample claims.
General media monitoring
Not trained on Zambian political nuances or specific false narratives
Deep understanding of recurring '75 constituencies' claims with built-in rebuttal tools
Enterprise-grade monitoring
Cost prohibitive for most opposition alliances
Affordable, mobile-first, and purpose-built for Zambian opposition politics
Growing database of Zambian political disinformation patterns that improves detection accuracy over time, combined with network effects as alliances share effective response templates.
Explosion of social media disinformation in African elections combined with affordable access to LLMs for semantic analysis and widespread smartphone adoption in Zambia.
Scraping news sites may violate terms of service
Use official news APIs where possible and focus primarily on public social media monitoring with Twitter API
High volume of false positives in monitoring
Start narrow with high-precision rules and allow users to refine keywords over time
Political sensitivity and potential government pushback
Position as neutral transparency tool and maintain strong relationships with civil society organizations
Success: Confirmed that real-time alerts would provide significant time advantage
Success: Detection rate above 80% with reasonable false positive rate
Success: All 3 alliances continue using tool after 30 days
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