SIGNAL // SOCIAL & MEDIA INTELLIGENCE
What Twitter, YouTube, and
WhatsApp are saying
about your stocks.
Social media is the lowest-credibility signal source — but in aggregate, it reveals retail sentiment, coordinated pumps, and narrative shifts before they hit mainstream media.
CHANNELS
Three platforms. Different signals.
X / TWITTER
Real-time sentiment.
- Company mention tracking — who is talking about your stocks
- Analyst opinions and hot takes in real-time
- Breaking news detection before mainstream media picks it up
- Thread analysis for detailed investment theses
- Influencer reach and engagement scoring
YOUTUBE
Finfluencer tracking.
- Stock recommendations tracked and time-stamped
- Credibility scores based on 3/6/12 month returns
- Coordinated pump detection across channels
- View/subscriber ratio analysis for genuine vs manipulated reach
- Outcome tracking — what happens after the recommendation
WHATSAPP (FUTURE)
Retail sentiment proxy.
- Aggregate mention frequency across public/semi-public groups
- Tip forwarding velocity — how fast a stock tip spreads
- Sentiment clustering — bullish or bearish chatter patterns
- Privacy-first: no individual messages stored, only aggregated signals
- Retail FOMO detector: when group chatter spikes, caution warranted
SIGNAL HIERARCHY
Not all signals are created equal.
Social media signals sit at the bottom of our credibility hierarchy. A tweet is not evidence. A YouTube video is not due diligence. But when social signals align with higher-credibility data — regulatory filings, insider actions, court cases — they become valuable confirmation.
We never surface social media signals in isolation. They always appear alongside their position in the hierarchy and their correlation with harder evidence.
Physical Evidence
Factory visits, channel checks, ground-level verification. Highest credibility.
Insider Accounts
Employee reviews, whistleblower reports, ex-employee interviews. Direct knowledge.
Promoter Behavior
What management does vs what they say. Actions over words.
Regulatory Filings
Court cases, penalties, SEBI orders. Official record.
Consumer Signals
App reviews, customer complaints, service quality. Revenue quality proxy.
Competitive Intel
What competitors say about the company, industry dynamics.
Social Media
Twitter, YouTube, WhatsApp. Lowest individual credibility but valuable in aggregate.
COMPLIANCE
UPSI guardrail built in.
Social media sometimes carries Unpublished Price Sensitive Information. When our system detects potential UPSI — advance knowledge of results, deals, or regulatory actions — it quarantines the signal and flags it for compliance review. No UPSI-tainted signals enter the intelligence pipeline.
Detect
NLP flags potential inside information
Quarantine
Signal removed from all feeds
Review
Compliance team validates before any action
COMING SOON
Finfluencer Leaderboard.
Which YouTube stock pickers actually make money for their viewers? We track every recommendation, time-stamp it, and measure 3/6/12-month returns. Accountability through data.
Know what retail is being told to buy.
Social and media intelligence layered with institutional-grade credibility scoring.