Turn raw facts into trusted narratives with cultural context
West African journalists are overwhelmed by AI-powered disinformation that erodes public trust and threatens social cohesion.
ContextWeave helps journalists enrich drafts with verified historical, cultural, and social context to strengthen stories against disinformation. The mobile/web tool analyzes article drafts and suggests trustworthy background that counters common misleading narratives in West African discourse.
West African journalists and media professionals covering sensitive political and social topics
Focus on constructive storytelling and context enrichment rather than just debunking, using a curated library of 'narrative anchors' developed with West African historians and sociologists.
supportive
Upload article draft and receive context enhancement suggestions
Curated, verified historical and cultural facts relevant to common topics
Specific recommendations that preempt common disinformation attacks
Seamlessly add verified context paragraphs to drafts
Measures how resistant the story is to disinformation attacks
Automatically formats and verifies all sources
Multiple journalists can weave context together
Pre-built structures for common sensitive topics
Direct export to WordPress and other editorial systems
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| organization | text | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| title | text | Yes |
| content | text | No |
| trust_score | int | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| title | text | No |
| content | text | No |
| category | text | No |
| verified_by | text | Yes |
| embedding | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| article_id | uuid | No |
| anchor_id | uuid | No |
| relevance_score | int | No |
Relationships:
/api/enhanceAnalyze draft and return context suggestions
/api/anchorsSearch context anchors by topic or embedding
/api/articlesSave or update article draft with enhancements
3 articles per month
None
Up to 5 journalists
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 140 | 12% | $420 | $5,040 |
| Month 6 | 980 | 21% | $5,145 | $61,740 |
Stop fighting disinformation. Start publishing stories so deeply contextualized that disinformation slides right off.
Approach editorial desks at leading outlets (The Cable, Daily Maverick West Africa, Jeune Afrique) offering free Desk tier for one quarter in exchange for feedback and logo placement. Partner with journalism training organizations like the Thomson Reuters Foundation West Africa program to integrate into their curricula.
Strong general research
No structured narrative anchors or West Africa expertise
Curated, verified context library built specifically for regional journalism
Excellent writing assistance
No fact/context layer for sensitive topics
Goes far beyond style to strengthen substantive accuracy and resilience
Curated 'narrative anchor' library continuously refined by West African subject matter experts and top journalists, creating high-quality training data few competitors can replicate.
The combination of widespread LLM access for generating propaganda and declining trust in media has created demand for tools that don't just check facts but actively strengthen narratives with deep context.
Journalists prefer speed over depth
Design for minimal friction with strong one-click features
Suggestions may introduce bias
Diverse anchor curation team and transparency about sources
Success: Strong validation of pain point and pricing tolerance
Success: At least 60% of suggestions rated useful
Success: 800 users and $4,000 MRR by month 4
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