Data weapons against Clarín's media monopoly
Argentine citizens and reformers cannot dismantle Grupo Clarín's stranglehold on national media despite widespread criticism labeling it a 'vampire squid'.
SquidWatch delivers real-time tracking of Grupo Clarín's coverage across TV, radio, and print. Journalists and reformers use AI bias analysis and collaborative reporting tools to build irrefutable evidence of manipulation. The platform auto-generates advocacy reports, visualizations, and alerts that reformers can use to pressure regulators and inform the public.
Argentine journalists, opposition politicians, and citizens concerned with media pluralism and democratic accountability
Argentina-specific bias model trained on local political context combined with crowdsourced verification network that no global tool like Ground News can match.
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Submit Clarín article URLs or text for AI-powered bias scoring, framing detection, and alternative framing suggestions
Real-time view of Clarín coverage volume, sentiment, and topic dominance across all outlets
Community-powered database where users submit and verify instances of omission or propaganda
One-click professional PDF and slide deck generation with charts and cited evidence
Email and WhatsApp alerts when Clarín spikes coverage on topics users care about
Interactive charts showing Clarín influence over time compared to independent outlets
CSV, JSON export and public API for researchers and NGOs
Shared workspaces for newsrooms and political teams
Generate neutral versions of Clarín stories automatically
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| role | text | No |
| profile_data | jsonb | Yes |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| url | text | Yes |
| title | text | Yes |
| bias_score | int | No |
| analysis_data | jsonb | No |
| is_public | bool | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
| owner_group | text | No |
| type | text | No |
| monthly_reach | int | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| tier | text | No |
| status | text | No |
| mercado_pago_id | text | Yes |
| current_period_ends_at | timestamp | No |
Relationships:
/api/analyzeSubmit article for bias analysis
/api/reportsFetch user and public reports with filters
/api/reportsCreate new report from analysis
/api/dashboardGet personalized monitoring dashboard data
/api/webhooks/mercado-pagoHandle Mercado Pago subscription events
Limited to public data only
None
Up to 10 seats
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 180 | 11% | $495 | $5,940 |
| Month 6 | 1,250 | 19% | $5,937 | $71,244 |
Track their bias. Build your case. Take back media pluralism in Argentina.
DM 30 Argentine journalists and reformers on X and LinkedIn offering lifetime 50% discount for case studies. Partner with two NGOs (FOPEA and UNESCO media pluralism chapter) to co-host webinars where the tool is demonstrated live. Offer free Institution tier to the first political party or major newsroom that commits to monthly usage.
Strong blindspot detection across global outlets
Generic approach with zero Argentina or Clarín specificity
Hyper-local bias model + crowdsourced verification built exclusively for Argentine context
Professional credibility ratings
Static ratings, no real-time tracking or collaborative database
Dynamic, community-powered, real-time data with one-click advocacy tools
Network effects from crowdsourced verification create an ever-growing proprietary dataset of Clarín behavior that becomes more valuable with every contribution. Difficult for competitors to replicate without deep local context.
President Milei's public attacks on traditional media have created unprecedented public appetite for transparency tools. Regulatory discussions about media concentration are accelerating in 2025.
Potential SLAPP lawsuit from Clarín
All analysis based on public data and transparent methodology. Include disclaimers and work with media law NGOs for review.
Audience self-censorship due to fear of retaliation
Strong anonymous submission options and privacy-first architecture
OpenAI costs exceed projections at scale
Cache common articles and use cheaper models for initial scoring
Success: At least 18 confirm they would pay $25/month for the tool
Success: 35% of users return weekly and 12% convert to paid
Success: Reach 500 users and $2,000 MRR within 60 days
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