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For quant builders & alpha seekers

Hidden Alpha Lives in Social Data. Your Agents Just Can't See It Yet.

Rolli IQ is a social alpha signal platform that delivers structured narrative intelligence from Reddit, X, YouTube, and 8+ platforms via REST API and MCP server. Every signal is authenticity-scored — separating coordinated narratives from organic conversation. Your agents detect breakout narratives 6–9 hours before media pickup, with sub-minute latency and $99/mo.

Start Free Trial — $99/moRead the API Docs
  • REST API + MCP server — first call in under 10 minutes
  • Authenticity scoring filters 80%+ coordinated noise
  • 6–9 hour alpha lead before Bloomberg pickup
  • 14-day free trial included
< 8 min
signal to your endpoint
6–9 hrs
alpha lead before media pickup
94%
authenticity scoring accuracy
8+
platforms in a single feed
Social alpha is the information edge embedded in social discourse before it becomes market consensus. Rolli IQ extracts it as structured data.

Trusted by quant desks, research teams, and tool-builders

6–9 hrs
average alpha lead time
Before narratives hit Bloomberg or Reuters
600+
investigations run
By quant and research teams
80%
noise reduction
Authenticity scoring filters manufactured signals
Signal intelligence

What's inside every social alpha signal

Each structured signal delivered to your endpoint contains six layers of narrative intelligence — scored, clustered, and ready for model ingestion.

Event-driven strategies · Signal ingestion

Real-Time Social Feed

Normalized social signals from X, Reddit, YouTube, Facebook, Instagram, Threads, Bluesky, and more — delivered as structured JSON to your endpoint within 8 minutes of a narrative shift. No scraping, no rate limits, no infrastructure to maintain.

Sentiment factor construction · Noise filtering

Coordination Scoring

Every signal cluster is scored 0–100 for coordination probability using 14 behavioral indicators: posting velocity, account age distribution, engagement ratios, network density, and timing correlation across platforms. Scores below 40 indicate likely coordinated behavior.

Event-driven triggers · Pre-viral signal capture

Breakout Detection

Rolli IQ detects the moment organic conversation tips into coordinated amplification and delivers a structured alert before the signal reaches financial media. Average lead time: 6–9 hours before Bloomberg pickup — time enough to position.

Factor models · NLP pipeline enrichment

Sentiment & Emotion Signals

Post-level sentiment with target attribution, intensity scoring, and human-readable reasoning — structured for direct ingestion into factor models and NLP pipelines. Each signal includes source, target entity, sentiment direction, and confidence score.

Thematic analysis · Replacing custom NLP pipelines

Narrative Clusters

Rolli IQ groups semantically related posts into narrative clusters — summarized, categorized, and mapped with source attribution across platforms. Replace months of custom NLP pipeline build with a single API call.

Agent-powered trading · Pipeline integration

API & MCP Delivery

Structured JSON via REST API or MCP (Model Context Protocol) server — your models and agents ingest social alpha the same way they ingest any other structured data source. Webhook delivery available for event-driven pipelines.

View API documentation →
Developer reference

What the API actually returns

Every structured signal delivered to your endpoint looks like this — scored, clustered, and ready for model ingestion.

GET /v1/signals?topic=NVDA&platforms=all&limit=2
{
  "topic": "$NVDA",
  "signal_count": 2,
  "generated_at": "2026-04-15T09:42:11Z",
  "clusters": [
    {
      "cluster_id": "cl_7f3a2b",
      "narrative": "Supply disruption rumor — pre-earnings",
      "authenticity_score": 18,
      "coordination": {
        "detected": true,
        "timing_correlation": 0.94,
        "flagged_accounts": 47,
        "avg_account_age_days": 6
      },
      "platforms": {
        "x": { "posts": 847, "velocity": "+340% in 8min" },
        "reddit": { "posts": 312 },
        "threads": { "posts": 144 }
      },
      "sentiment": {
        "direction": "negative",
        "intensity": 0.81,
        "target": "$NVDA",
        "reasoning": "Coordinated bearish amplification pattern detected"
      },
      "branch_summaries": [
        "Production halt rumor (primary thread)",
        "Supplier failure attribution",
        "Earnings miss prediction"
      ],
      "first_detected": "2026-04-15T09:34:00Z"
    },
    {
      "cluster_id": "cl_9c1d4e",
      "narrative": "AI chip demand surge — organic discussion",
      "authenticity_score": 84,
      "coordination": {
        "detected": false,
        "timing_correlation": 0.12
      },
      "platforms": {
        "reddit": { "posts": 1204 },
        "x": { "posts": 632 }
      },
      "sentiment": {
        "direction": "positive",
        "intensity": 0.73,
        "target": "$NVDA",
        "reasoning": "Organic bullish sentiment from verified accounts"
      }
    }
  ]
}
authenticity_score0–100 threshold — below 40 flags coordinated inauthentic behavior. Your model can filter, weight, or route by threshold.
coordination.timing_correlationAbove 0.85 is a strong coordination signal — accounts posting near-simultaneously across platforms.
sentiment.reasoningHuman-readable explanation included with every signal cluster — not just a direction score.
Full API schema and endpoint reference →
Live signal feed

Market-moving narratives surface here —
before they move markets

Rolli IQ ingests signals from 8+ platforms simultaneously and surfaces coordinated narratives the moment they reach breakout velocity — structured, scored, and delivered to your endpoint.

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MCP & API delivery

Ask a question. Get structured alpha.

Your AI agents and models call Rolli IQ the same way they call any structured data source — via MCP tool call or REST endpoint. Here's what a $NVDA pre-earnings investigation looks like.

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.
Delivered via API
REST + webhook
MCP-compatible
Claude, GPT-4 + more
Pipeline-ready
Structured JSON output
See how the Agent works →
Automated signal delivery

Schedule signals. Feed your pipeline.

Configure tickers, topics, or entities — Rolli IQ delivers structured signal summaries to your endpoint on your schedule. Pre-market. Post-close. Real-time on breakout.

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
Signal scenarios

Three signals your models are missing

Every day, market-relevant social signals go undetected because existing tools can't distinguish organic from coordinated — or deliver structured data fast enough to act on.

Supply disruption rumor — $SEMI sector

Narrative momentum before price movement

A cross-platform narrative about supply chain disruption at a semiconductor manufacturer appears on Reddit. Authenticity score: 72 — organic. Coordination: low. Rolli IQ detects breakout velocity 7 hours before the story hits Bloomberg. Your event-driven model was already positioned.

7 hr alpha lead · authenticity score: 72 (organic) · event-driven strategy
Coordinated short campaign — consumer brand

Authenticity-scored sentiment

A wave of negative sentiment floods X about a consumer brand. Raw sentiment models see bearish signal. Rolli IQ authenticity score: 23 — coordinated amplification, likely short-seller campaign. Your factor model ignores the noise. 3 days later, the manipulation is exposed.

Authenticity score: 23 (coordinated) · 80%+ noise filtered · short campaign identified
Simultaneous multi-platform false narrative

Cross-platform narrative provenance

The same false narrative appears simultaneously on 4 platforms within 90 seconds — Rolli IQ flags the coordination pattern. Timing correlation: 0.92. Your model receives the cluster map and source attribution before a single media outlet picks it up.

Timing correlation: 0.92 · 4 platforms flagged · cluster map delivered in < 8 min
Talk to an engineer
Performance outcomes

Respond before the narrative becomes a headline

80%+
noise reduction via authenticity scoring
Your models only ingest verified signals
6–9 hrs
alpha lead time before media pickup
Average across narrative-to-price-movement events
< 8 min
from social shift to your endpoint
Structured JSON with cluster map and scores

Social alpha signal extraction

Rolli IQ monitors 8+ platforms continuously, extracting narrative signals the moment they reach statistically significant velocity. Every signal is normalized and structured before delivery — no post-processing required.

Inauthenticity filtering

The authenticity score is derived from 14 behavioral signals and trained against 600+ confirmed coordination cases. Scores update in real time as new posts arrive, so your models always have the latest signal quality rating.

Full-chain narrative provenance

Every cluster includes a full provenance map — which accounts seeded the narrative, which platforms amplified it, and the timing correlation that identifies coordination. Structured for regulatory documentation or model feature extraction.

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Signal-to-endpoint pipeline

What happens from social signal to your endpoint

T+0

Narrative shift detected

Cross-platform signal ingestion begins. Rolli IQ monitors 8+ platforms simultaneously for breakout velocity events.

T+8 min

Signal scored & clustered

Authenticity score computed, coordination map assembled, narrative branches summarized. Signal is ready.

T+15 min

JSON delivered to your endpoint

Structured data with cluster map, authenticity score, coordination indicators, and sentiment signals — ready for model ingestion.

T+6 hrs

Before Bloomberg picks it up

Average lead time on coordinated narrative breakouts. Your models were already positioned.

Quant workflows

Three quant workflows. One data source.

Event-driven signal enrichment

Before

You scan Twitter manually for sentiment on earnings day. By the time a coordinated short narrative reaches your model, it's already in Bloomberg. You're trading stale signal.

With Rolli

Rolli IQ delivers structured narrative signals to your endpoint within 8 minutes of breakout detection — coordinated narratives flagged, authenticity scored, cluster map attached. Your model positions before media pickup.

Sentiment factor construction

Before

Your NLP pipeline ingests raw Reddit posts. Bots flood the thread. Your sentiment factor absorbs coordinated noise as signal. Your model sees bearish where the market is neutral.

With Rolli

Every signal cluster arrives with an authenticity score. Below 40? Rolli flags it coordinated. Your factor model only ingests verified sentiment — the 80% noise reduction you've been trying to build.

Alternative data pipeline — replacing months of build

Before

Your team spent 3 months building a cross-platform social scraper. Rate limits, API changes, and data normalization eat your engineering sprint. You still don't have authenticity scoring.

With Rolli

First API call in under 10 minutes. Structured JSON, normalized across 8+ platforms, with authenticity scoring and coordination detection included. Cancel the build ticket.

Ready to plug social alpha into your stack?

Customer stories

What teams using Rolli IQ 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 your team will ask — and how to answer

Can I evaluate this without a procurement cycle?

Our Answer

Yes — the 14-day free trial requires no IT procurement sign-off. Your engineering team gets full API access and can run a proof of concept against live data before you submit a single vendor form. Most teams build their first integration in an afternoon.

How fast can I integrate the Rolli IQ API?

Our Answer

The REST API follows standard bearer token authentication. An experienced backend developer can complete a working integration in under half a day. The MCP connector requires no custom code if your AI stack already supports Model Context Protocol. We offer a 30-minute engineering onboarding call.

What about data retention, compliance, and security?

Our Answer

Rolli processes publicly available social data only — no private user data. Data retention policies are configurable at the enterprise tier. A data flow diagram, DPA template, and sub-processor list are available in the Trust Center for review by your legal and compliance teams.

Talk to an engineer
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 signal preview

This is what an active social alpha signal looks like in Rolli IQ

A real-time coordination alert your models would receive — structured, scored, and delivered before a single media outlet picks it up.

COORDINATION ALERT · ACTIVE
Narrative:Supply chain disruption — $SEMI sectorAuthenticity Score:18/100 ← COORDINATEDTiming Correlation:0.94 ← above 0.85 thresholdPlatforms:X (847 posts) · Reddit (312) · Threads (144)Breakout Velocity:↑ 340% in last 8 minutesFirst Detected:14 minutes agoFlagged Accounts:47 · avg account age: 6 daysCluster Branches:3 · Primary: "Production halt rumor"

Simulated signal — based on real detection patterns.

FAQ

Common questions about Rolli IQ social alpha signals

Also for

Intelligence for every team that needs the truth

Financial Services — Institutional

Surface market-moving narratives and detect short-seller campaigns before they reach Bloomberg.

Security & Trust Safety

Detect influence operations and coordinated threats across 8+ platforms before they scale.

Communications & PR

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

API Documentation

Full endpoint reference, authentication guide, and schema documentation for your integration.

Social alpha signals

Your agents need social alpha. Rolli IQ delivers it.

REST API and MCP server. Structured signals from 8+ platforms. Authenticity scoring. Coordination detection. First API call in under 10 minutes.

Start Free TrialView API Documentation
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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