Rolli
For healthcare & pharma teams
Surfaces adverse event signals before FAERS

The Social Signal Your
Pharmacovigilance
Team Is Missing.

Rolli IQ monitors patient conversations, drug launch narratives, and coordinated anti-pharma campaigns across 8 social platforms — surfacing verified signals before they become FDA inquiries.

Patient signal detection Cross-platform correlation Authenticity scoring API & MCP delivery
Pharma Intelligence
< 8 min
signal to flag
6–9 hrs
lead before press
94%
scoring accuracy
8
platforms unified

Trusted by communications, security, and research teams

6–9 hrs
average advance warning
Before mainstream media pickup
600+
investigations run
Across healthcare & pharma teams
80%
false-alarm reduction
Within first 30 days of onboarding
Detection capabilities
6 capabilities

What's inside every threat alert

Rolli surfaces coordination, amplification, and narrative attacks — not just raw volume spikes — across all 8+ monitored platforms.

Real-Time Monitoring
Sub-minute latency · 8+ platforms
X, Reddit, YouTube, Facebook, Instagram, Threads, Bluesky, and more
Boolean queries for topic, entity, and account tracking
Sub-minute latency on tier-1 alerts
Coordination Detection
Inorganic score 0–100 · Cross-platform
Coordination score 0–100 per narrative or account cluster
Frequent-poster and amplification distribution signals
Deepest signals on X; cross-platform available
Breakout Moments
Emerging threats · Narrative tracking
Emerging threat narratives flagged as they form
Co-occurrence: hashtags + URLs tied to the attack pattern
Built for SOC and trust-safety triage
Sentiment & Emotion
Post-level · Early-warning signals
Post-level sentiment + emotion with targets and reasons
Aggregate sentiment shifts as early-warning indicators
Designed for alert pipelines and executive briefings
Topic Trees
Threat branches · Cluster summaries
Structure incoherent threat narratives into branches
Cluster-level sentiment + branch summaries
Ship threat briefings faster without manual thread reading
Raw Data & Delivery
Webhook delivery · Full metadata
Full post metadata: handles, URLs, timestamps, stats
Webhook delivery to your SIEM or response tool
Usage endpoint + Postman collection included
View API documentation →
Live Intelligence

Adverse event signals surface here — in real time

This is the signal monitor your pharmacovigilance team would use. Cross-platform patient signals, adverse event flags, and live signal velocity — all in one view.

Rolli IQ Agent

Ask a question. Get a structured investigation.

The Rolli IQ Agent plans its own analysis, scans 8+ platforms, scores every signal for authenticity, and delivers a structured brief with recommendations — not just data.

01 — Live now
47 accounts flagged. Coordinated. Right now.
Rolli IQ spotted it before any analyst did — 47 accounts posting identical language across X, Reddit, and Facebook in synchronised bursts. This is what always-on looks like.
Speaks plain English, not SQL Plans its own investigation Tells you what to do Evidence-backed, not opinionated
See how the Agent works →
Scheduled IQ Briefs

Set it. Forget it. Get briefed.

Schedule the Agent to run daily, weekly, or on any custom cadence. Briefs land in your inbox or Slack — structured, scored, and ready to act on.

CADENCE

Any cadence you choose

Daily morning briefs, weekly narrative recaps, monthly trend summaries — or a fully custom schedule. You control the frequency.

DELIVERY

Email or Slack delivery

Briefs land directly in your team’s inbox or a dedicated Slack channel — formatted, structured, and ready to forward to leadership.

DEPTH

Same depth as on-demand

Every scheduled brief is a full investigation: authenticity scoring, coordination detection, and a recommendation — not just a keyword summary.

What you’re seeing →
1
Set it and forget it
Choose topic, cadence, and delivery channels. Takes 30 seconds.
2
Agent runs automatically
Every morning, Rolli IQ agents scan X, Reddit, YouTube, and more — scoring every signal.
3
Brief lands in your inbox
Structured brief with findings, alerts, and recommended actions — ready to act on.
Next scheduled brief
DeliveryTomorrow · 7:00 AM
ChannelEmail + Slack
CadenceDaily
Scope8+ social platforms
Threat Scenarios

Why your drug launch monitoring has gaps

Three types of coordinated narrative campaigns targeting pharmaceutical companies. One platform to detect them all.

Adverse events

Adverse event signal detection

Patients discuss side effects, drug interactions, and adverse events on Reddit, X, and Facebook groups months before formal reports reach FAERS. Rolli surfaces these discussions in real time with structured data for pharmacovigilance review.

Anti-pharma campaigns

Coordinated misinformation detection

Coordinated anti-vax, anti-pharma, and misinformation campaigns are designed to look like grassroots concern. Rolli's authenticity scoring separates genuine patient advocacy from manufactured amplification campaigns.

Drug launch monitoring

Drug launch monitoring

Drug launches generate thousands of social signals in the first 72 hours. Rolli monitors cross-platform sentiment velocity in real time — so your team catches narrative shifts during the critical launch window.

Discuss your risk model

Setup in under 10 minutes

Outcomes

Respond before the narrative becomes a headline

80%+
reduction in false-alarm escalations
Within 30 days of onboarding
6–9 hrs
early warning before media pickup
Average across healthcare & pharma teams
< 8 min
from sentiment shift to flag
Cluster map + authenticity score ready

Adverse event signal detection

Real-time monitoring of patient discussions across Reddit, X, and Facebook groups surfaces adverse event signals, side effect reports, and drug interaction concerns — months before they reach FAERS.

Anti-pharma campaign analysis

Clustering algorithms identify coordinated anti-vax and anti-pharma campaigns — distinguishing genuine patient advocacy from manufactured amplification designed to look like grassroots concern.

Cross-platform drug monitoring

Drug conversations that originate on one platform and amplify across others are identified as correlated clusters — giving your medical affairs and pharmacovigilance teams a unified view.

Get a healthcare demoRead customer stories
Detection Timeline

What happens from sentiment shift to response

T+0
Sentiment shift detected
Cross-platform signal ingested
T+8min
Coordination flagged
Cluster map and authenticity score generated
T+45min
Brief generated
Compliance-ready output with risk assessment
T+6hrs
Before mainstream media
Your team is already positioned
Use Cases

Three pharma scenarios. Same problem. Rolli solves all of them.

01

Drug launch monitoring

Before

Before Rolli: Your team tracks drug launch conversations with broad keyword searches that miss nuance in patient discussions. Thousands of social signals go unstructured and unscored during the critical first 72 hours.

With Rolli

With Rolli: Real-time cross-platform sentiment with authenticity scoring from minute one. Your medical affairs team sees structured patient reaction data across all platforms during the launch window.

02

Pharmacovigilance signal detection

Before

Before Rolli: Patients discuss adverse events, side effects, and drug interactions on Reddit, X, and Facebook groups for months before formal reports reach FAERS. Your pharmacovigilance team sees them last.

With Rolli

With Rolli: Structured social signals surface adverse event discussions in real time — timestamped, sourced, and scored for authenticity. Your team triages signals months before they appear in formal reporting systems.

03

Anti-pharma campaign defense

Before

Before Rolli: Coordinated anti-vax and anti-pharma campaigns look identical to genuine patient concern. Your monitoring tools can't tell the difference, flooding your team with noise.

With Rolli

With Rolli: Authenticity scoring separates genuine patient advocacy from manufactured anti-pharma amplification — giving your comms and medical affairs teams clear signal for response prioritization.

Ready to detect your first coordinated campaign?

Financial services teams are live in under 2 hours. No long onboarding.

Customer stories

What healthcare & pharma leaders say

I wish we would have had this YEARS ago. It could spare people countless hours of sifting.

Aimee Rinehart
Aimee Rinehart
Founder, Frontier Collective; formerly a UGC
and OSINT trainer with First Draft

Rolli is top of the heap when it comes to narrative intelligence for communications teams. The authenticity scoring alone puts it in a category of its own, and the AI summaries are a favorite. Makes the report much easier to digest.

Head of Product
Head of Product
Major PR Distribution Platform
Procurement Readiness

What procurement will ask — and how to answer them

Question 1 of 3

Does this comply with our data handling requirements?

Our Answer

Rolli processes publicly available social data. We do not store private user data. Compliance documentation, DPA templates, and our sub-processor list are available in the Trust Center for review by your legal and compliance teams.

Question 2 of 3

How complex is the integration?

Our Answer

The API follows standard REST conventions with bearer token authentication. Most teams reach working integration within a single sprint. We also offer MCP delivery for teams with existing LLM pipeline infrastructure.

Question 3 of 3

What are your data retention and deletion policies?

Our Answer

Retention policies are configurable at the enterprise tier. We can provide a full data flow diagram and retention schedule as part of your procurement review. Contact our team or visit the Trust Center for details.

Get answers in a demo
Enterprise procurement

Everything your compliance team needs to evaluate Rolli

The Rolli Trust Center includes our security posture overview, compliance documentation, sub-processor list, data handling policy, and a procurement fast-path checklist.

Enterprise security review available

SOC 2 Type II certification in progress (Q3 2026). In the meantime, we offer:

  • Completed security questionnaire (CAIQ)
  • Available for pen-test coordination
  • NDA-protected architecture review
Request Security Review →
Live Alert Preview

This is what an adverse event signal looks like in Rolli IQ

A real-time intelligence alert your pharmacovigilance team would receive — with verified patient signals, not raw social noise.

rolli-iq · pharma-monitor · adverse-signal-812LIVE
ALERTAdverse event signal cluster detected
Cluster43 accounts· Velocity: 5.2x baseline
Topic[Your monitored drug name]· Across 8+ platforms
Signal typeAdverse event discussion· Patient-reported · Reddit + X
First detected2h 47m ago· Before mainstream media
Intelligence brief ready · Export cluster map · Webhook deliveredView Analysis →

Simulated alert — based on real detection patterns. Authenticity scores and cluster data are representative examples.

FAQ

Common questions

Further Reading

Research on social media and pharmacovigilance

Regulatory agencies increasingly recognize social media as a source of pharmacovigilance signals. See how Rolli approaches this challenge in our influence operation detection overview.

Pharma intelligence

Detect patient signals. Respond before they become inquiries.

Your pharmacovigilance team catches FAERS reports. Rolli catches the social signals behind them — months earlier. A 30-minute call to scope your monitoring needs.

Start Free TrialRequest a Demo
400+ organizations now have their own social media intelligence agent.

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