Roadmap

Get warned about misinformation tactics before you encounter them. Based on proven psychological inoculation research, these tools train your pattern recognition so misleading narratives lose their power.

• •Proactive alerts when known misinformation narratives are trending
• •Interactive "inoculation" exercises that expose manipulation techniques
• •Weakened examples of common tactics so you recognize them in real articles
• •Integration with existing bias analysis to flag technique patterns

A mirror for your media diet. See exactly what perspectives you consume, where your blindspots are, and get actionable nudges to broaden your information intake.

• •Reading history breakdown by bias category over time
• •Blindspot score showing which perspectives you consistently miss
• •Weekly digest with suggested articles from underrepresented viewpoints
• •Comparison to the average True Source reader (anonymized)

Harness collective intelligence. A structured system where verified community members contribute evidence, context, and corrections — not just opinions.

• •Evidence-based submissions with required source links
• •Reputation system based on accuracy track record
• •Community consensus scoring with transparent methodology
• •Integration with existing AI and Google fact-check layers

We analyze news for bias — we should hold ourselves to the same standard. Full visibility into how our AI makes decisions, where it struggles, and how it improves.

• •Public accuracy reports comparing AI ratings to human expert panels
• •Drift detection showing if AI bias ratings shift over time
• •Per-article confidence breakdowns explaining the reasoning chain
• •Open dataset of anonymized analysis results for independent audit

Instantly see the political lean of any X/Twitter account. Our AI analyzes posting patterns, shared sources, and engagement to surface bias signals you can't see at a glance.

• •Bias profile for any public X/Twitter account
• •Source credibility breakdown of links they share
• •Political lean score based on posting history and engagement
• •Integrated into the True Source Chrome extension for inline results

One-click deep dive into any public company behind a news outlet. Parses SEC filings to surface institutional investors, insider trading patterns, executive compensation, and financial health — all in plain language.

• •Institutional ownership breakdown — who holds the biggest stakes and how they changed
• •Insider trading timeline showing when executives buy or sell shares
• •Executive compensation extracted from proxy filings with plain-language summaries
• •Financial health snapshot from 10-K/10-Q data (revenue, debt, cash flow)

Go beyond surface-level verification. Premium users get a one-click deep dive that cross-references claims against academic databases, government records, court filings, and dozens of international fact-checkers — with a full sourced report.

• •Thorough multi-source verification using 50+ fact-check organizations worldwide
• •Primary source lookups: court filings, congressional records, SEC filings, clinical trials
• •AI-generated fact-check report with confidence scores and sourced evidence
• •Historical claim tracking — see how a claim's credibility changes over time

Bring True Source with you everywhere you browse. Get real-time bias alerts, ownership info, and fact-checks injected directly into news sites and social media feeds.

• •Inline bias and credibility badges on news articles as you read
• •X/Twitter overlay showing account bias scores on profiles and tweets
• •One-click deep analysis that sends any article to True Source
• •Ownership alerts when reading outlets with conflict-of-interest flags

Media manipulation is a global problem. Extending our bias analysis, ownership tracking, and fact-checking to international outlets across languages.

• •Bias analysis in Spanish, French, German, Portuguese, and Arabic
• •International ownership network mapping
• •Region-specific bias spectrum calibration
• •Cross-border media ownership detection

Truth shouldn't be locked behind a paywall — but deep analysis costs real money. A free tier keeps the basics accessible while premium unlocks the full toolkit.

• •Free tier with daily article analysis limit and standard claim verification
• •Premium unlocks Deep Fact-Check, unlimited analysis, dashboards, and alerts
• •Full ownership network and donation tracking always free
• •No paywalled fact-checks — credibility data stays open

The platform works for its users, not the other way around. Revenue flows back to token holders, aligning incentives between the community and the platform.

• •Platform revenue distributed to token holders
• •Transparent on-chain revenue reporting
• •Community governance over feature prioritization
• •Holders incentivized to grow and improve the platform