Rolli
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For financial services teams
Detects market-moving narratives before Bloomberg pickup

Market-Moving Narratives. Detected Before They Move Markets.

Monitor social sentiment shifts across 8+ platforms. Detect coordinated narratives targeting your institution. Surface market-moving signals before they hit financial media.

Start Free Trial — $99/moRequest a Finance Demo
6–9 hrs early warning Cross-platform correlation Authenticity scoring API & MCP delivery
Market Intelligence
< 8 min
sentiment 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 financial media pickup
600+
investigations run
Across financial services 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

Market-moving narratives surface here — in real time

This is the signal monitor your risk team would use. Cross-platform sentiment, coordinated campaign 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

The narratives that move your stock before your team moves

Three types of coordinated narrative campaigns targeting financial institutions. One platform to detect them all.

Short-seller campaigns

Short-seller campaign detection

Coordinated narratives designed to drive stock price down — seeded across Reddit, X, and financial forums before amplification to mainstream media. Rolli detects the coordination pattern at the seeding stage, giving your IR team hours of advance warning.

Earnings narratives

Earnings narrative monitoring

Social sentiment shifts around earnings announcements, guidance changes, and analyst coverage. Rolli tracks cross-platform narrative velocity and separates organic investor discussion from coordinated amplification campaigns.

Compliance intelligence

Compliance intelligence

Emerging regulatory narratives, enforcement action discussions, and coordinated campaigns around compliance topics. Structured, timestamped output ready for regulatory documentation and internal risk assessment workflows.

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 financial services teams
< 8 min
from sentiment shift to flag
Cluster map + authenticity score ready

Sentiment shift detection

Real-time sentiment and volume analysis flags abnormal narrative patterns around your tickers, executives, and institutional brand. Configurable thresholds with structured alert output for risk teams.

Coordinated campaign analysis

Clustering algorithms identify accounts acting in coordination — posting in correlated timing windows, sharing near-identical content, and exhibiting synchronized engagement behavior across financial forums and social platforms.

Cross-platform attribution

Narratives that originate on one platform and amplify across others are identified as correlated clusters — giving your compliance and IR teams a single view of a campaign regardless of where it started.

Get a finance 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 financial media
Your team is already positioned
Use Cases

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

01

Short-seller defense

Before

Before Rolli: Your compliance team manually monitors social channels for coordinated activity. By the time the pattern is recognized and context assembled, the short-seller narrative has already reached financial media and moved your stock.

With Rolli

With Rolli: Coordination is flagged at the seeding stage — before amplification. Your IR team has a cluster map, authenticity scores, and a compliance-ready brief hours before the first analyst inquiry.

02

IPO & earnings monitoring

Before

Before Rolli: Sentiment around earnings is tracked with broad keyword searches that can't distinguish organic investor discussion from manufactured amplification. Your team reacts to noise instead of signal.

With Rolli

With Rolli: A single dashboard shows cross-platform sentiment velocity, coordination patterns, and authenticity scores — so your risk team escalates only what's real and responds ahead of the narrative cycle.

03

Regulatory documentation

Before

Before Rolli: Evidence of coordinated social campaigns is gathered ad hoc — screenshots, manual logs, and anecdotal observations with no consistent methodology or audit trail.

With Rolli

With Rolli: Structured detection data with timestamped evidence, cluster maps, and sourced attribution — exported in formats ready for SEC filings, FINRA submissions, or legal documentation.

Ready to detect your first coordinated campaign?

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

Customer stories

What financial services 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 active market narrative looks like in Rolli IQ

A real-time intelligence alert your risk team would receive — with verified signal intelligence, not raw sentiment noise.

rolli-iq · market-monitor · narrative-cluster-712LIVE
ALERTCoordinated short-seller narrative detected
Cluster43 accounts· Velocity: 6.2x baseline
Topic[Your monitored ticker]· Across 8+ platforms
Authenticity18%· HIGH RISK — review required
First detected6h 22m ago· Before financial 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 market narrative intelligence

Regulators and industry bodies have documented the impact of coordinated social narratives on financial markets. See how Rolli approaches this challenge in our influence operation detection overview.

Also for

Intelligence for every team that needs the truth

Security & Trust Safety

Detect coordinated threats before they scale

Flag influence operations, synthetic amplification, and platform manipulation hours before mainstream pickup.

Communications & PR

Brief leadership on verified signal, not noise

Separate organic spikes from manufactured amplification and brief executives in minutes.

Social Alpha

Building your own tools? Plug in structured social signals.

REST API and MCP server for quant developers and alpha seekers.

Financial intelligence

Detect market narratives. Respond before they move markets.

Your compliance tools catch volume. Rolli catches coordinated campaigns — hours before they become the headline. A 30-minute engineering call to scope your risk model and integration.

Talk to an EngineerVisit Trust Center
400+ organizations now have their own social media intelligence agent.

First Rolli IQ report in under 4 minutes  ·  No credit card  ·  Cancel anytime  ·  SOC 2–aligned

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