Every feature. Every improvement.

Rolli IQ Agents — autonomous AI agents that monitor your tracked narratives around the clock, surface emerging threats, and brief your team without requiring a single manual query. Agents run continuously across all monitored platforms, escalate on threshold breaches, and generate evidence-backed intelligence reports. Learn more about Rolli IQ Agents →

Automated Intel Briefs — scheduled intelligence briefings delivered to email or Slack at your cadence. Zero-touch morning briefings on your monitored narratives, pre-formatted for executive consumption with key signals, authenticity scores, and recommended actions.

Agent Workspace — configure, schedule, and review your AI agents from a dedicated control panel. Define monitoring goals, set escalation thresholds, adjust sensitivity per narrative, and audit every agent-generated evidence trail with full signal provenance.

Rolli API public beta — programmatic access to Rolli's full narrative intelligence data layer: authenticity scoring, momentum signals, entity tracking, and cross-platform signal streams. Enterprise key management and SOC2-aligned infrastructure from day one. View API documentation →

Rolli IQ Dashboard v3.0 — redesigned signal workspace with side-by-side platform comparison, exportable authenticity reports, narrative arc visualization, and fully configurable alert management.

Authenticity confidence model updated with enhanced coordination detection across Bluesky and Threads — reflecting platform behavioral patterns added since their growth acceleration in late 2025.

Expert-journalist matching engine updated with 2026 beat taxonomy, adding AI/technology journalism, climate policy, biosecurity, and emerging markets as dedicated matching categories. Over 340 new subject tags added.

Narrative momentum alerts — set fully customizable threshold alerts for velocity spikes across any monitored topic. Configure alert sensitivity, cooldown windows, and routing rules. Delivered via email, Slack, or webhook with full signal context attached.

Expert profile verification badge system — verified expert profiles now surface credential tier (Academic, Industry, Licensed Professional, Executive), last-verified date, and verification source — giving journalists instant source quality signals before reaching out.

Expert search indexing updated to reflect 1,000+ verified experts now on platform. New subject categories include quantum computing, biosecurity, media law, AI policy, and space technology.

Resolved edge case in cross-platform deduplication where reposted content was occasionally double-counted in momentum scoring during high-volume breaking news events.

CLEAR identity verification — experts opt into biometric-backed identity verification through CLEAR, adding the highest-tier credential confirmation available. CLEAR-verified status displayed prominently on expert profiles.

Comparative authenticity view — side-by-side view of organic vs. amplified narrative segments for any monitored topic. Export evidence packages with platform breakdown, actor network data, and timeline for security briefings or legal review.

Narrative evidence archive — save, tag, and retrieve signal snapshots at any point in a narrative arc. Timestamped and immutable for compliance, litigation support, or post-incident review.

LinkedIn signal coverage expanded — Rolli IQ now captures professional discourse on LinkedIn as part of the unified 9-platform signal stream, surfacing narrative activity within enterprise and policy communities.

Rolli IQ 2.0 platform expansion — unified signal workspace rebuilt with cross-platform narrative comparison, a redesigned authenticity scoring panel, and persistent narrative tracking across all monitored topics.

Rolli IQ Pro, Team, and Enterprise tiers launched — Pro at $99/month with 5 free IQ credits and 3 monitored narratives. Team and Enterprise tiers with dedicated workspaces, SSO support, custom data retention, and priority support SLAs.

Behavioral clustering engine — groups inauthentic actors by network topology, posting timing, and content similarity. Clusters persist across campaigns so recurring influence networks are recognized on first signal, not after damage is done.

Signal ingestion pipeline rebuilt for 9-platform unified stream — real-time normalization across X, Reddit, YouTube, Facebook, Instagram, Threads, Bluesky, LinkedIn, and TikTok with sub-60-second latency at scale.

Associated Press exclusive integration — Rolli's verified expert matching engine embedded directly into AP journalist workflows. AP journalists access 1,000+ credentialed, Rolli-verified experts through their existing editorial tools without leaving their environment.

Expert Organization Accounts — universities, think tanks, policy institutes, and PR firms now manage verified expert rosters under unified organization profiles with admin controls, roster analytics, and centralized credential management.

Expert Narrative Intelligence dashboard — experts see a curated view of how their public statements, published research, and institutional positions are being amplified, cited, or contested across monitored platforms. Powered by Rolli IQ.

Expert profile pages redesigned with structured credential display, verified media appearance history (100+ appearance types), real-time interview availability signal, and response rate indicators for journalist reference.

Journalist beat matching engine updated with 2025 subject taxonomy — 280+ beats now supported, with specialized filters for AI journalism, climate policy, biosecurity, emerging markets, and investigative specializations.

Narrative arc tracking — persistent, timeline-based view of how a monitored narrative evolves from first signal through amplification, mainstream coverage, and resolution. Full actor-level attribution at each stage.

Custom alert rules engine — conditional alerts on narrative velocity, cross-platform spread rate, authenticity score changes, and key actor entry into a thread. Multi-condition logic with AND/OR operators.

Authenticity confidence model v3 — false positive rate reduced significantly through multi-signal correlation improvements. Model now accounts for platform-specific amplification norms and seasonal discourse patterns.

Resolved signal deduplication edge cases for content reposted between Bluesky and Threads within compressed time windows during high-velocity news cycles.

Rolli IQ access extended to all Expert and Journalist accounts — narrative intelligence, authenticity scoring, and momentum signals embedded natively into journalist and expert workflows at no additional cost. Rolli becomes the only platform where verified sources and verified signals exist in the same environment.

Expert Source Authenticator — journalists verify whether an expert's commentary is gaining organic traction or being artificially amplified before citing them as a credible source. Powered by Rolli IQ authenticity scoring, surfaced inline on expert profiles.

Expert Media Intelligence panel — experts see where their name, published work, and public positions are appearing across media and social platforms. Citation alerts, sentiment tracking, and reach estimates updated in real time.

Platform coverage expanded to Bluesky and Threads, bringing total monitored networks to 8 and closing the gap between alternative social platforms and mainstream signal streams.

Team Workspaces — shared intelligence environments for communications and security teams. Assign monitored narratives to analysts, annotate signals with internal context, and route alerts to the right team member based on beat or function.

Intelligence export suite — generate PDF briefings, CSV data exports, and JSON feeds of narrative momentum data, authenticity breakdowns, and key actor activity. Structured for executive review, legal hold, or downstream analysis pipelines.

Webhook and Slack alert delivery — route narrative velocity alerts and authenticity anomalies directly into incident response workflows, editorial Slack channels, or security operations dashboards. Configurable per narrative and per team.

Coordinated behavior detection model retrained on 18 months of live production signal data — improved recall on low-volume coordination campaigns that typically precede large-scale viral amplification events.

Rolli IQ Dashboard redesign — topic-first navigation, momentum trend sparklines, authenticity scoring panel, and configurable signal feed layout. Designed for analysts who need fast pattern recognition, not dashboards that require training.

Entity tracking — follow specific accounts, organizations, publications, and public figures across all monitored platforms. Surface the moment key actors enter a narrative thread, shift their position, or begin coordinated amplification.

Platform coverage expanded to include YouTube long-form content and Facebook public pages — adding video discourse and group-level discussion to the cross-platform signal stream.

Resolved signal ingestion latency during high-volume breaking news events — pipeline now sustains up to 8× baseline ingest volume without processing degradation or queue buildup.

Rolli IQ launched — real-time narrative intelligence platform. Monitor social conversations across 5 platforms with structured signal extraction: topics, entities, sentiment, velocity, and key voices surfaced in a single normalized stream. The first tool built specifically for teams that need to know what's real, not just what's trending.

Coordinated Inauthentic Behavior detection — Rolli's proprietary authenticity model surfaces coordinated amplification campaigns, inorganic momentum spikes, and synthetic activity patterns before they reach mainstream coverage. Built on behavioral signals, network topology, and timing analysis — not keyword lists.

Narrative momentum scoring — Rolli's foundational metric. Distinguishes organic audience growth from manufactured spread by combining velocity, network diversity, posting pattern analysis, and cross-platform signal correlation into a single, interpretable score.

Rolli IQ Early Access — 50 communications, security, and research organizations onboarded as design partners. Their real-world use cases shaped every feature in the 2024–2026 roadmap.

Rolli IQ private beta — closed beta for 15 research and security partners. Social signal ingestion begins across X (Twitter) and Reddit with structured narrative extraction, topic clustering, and early authenticity signal output.

Authenticity signal methodology published — Rolli's approach to detecting coordinated inauthentic behavior made available to the academic and policy research community. Establishes the transparency standard Rolli still maintains today.

Expert profile matching algorithm updated with publication citation graph analysis — matching now accounts for peer-reviewed impact, citation recency, and source diversity alongside stated expertise and credential tier.

Media monitoring for Expert Profiles — experts track every media appearance, citation, and name mention across 500+ publications in real time. Instant alerts when new coverage drops. Full appearance archive with publication tier, reach estimates, and sentiment context.

Expert Reputation Score — proprietary scoring model based on media appearance quality, publication prestige, citation frequency, and source diversity. Visible to journalists on all expert profiles as a fast-read credibility signal.

Organization Accounts — universities, think tanks, research institutions, and professional associations manage expert rosters under a single verified organization profile. Group credentials, centralized discovery, and roster analytics.

Expert credential verification upgraded with primary-source checks — academic credentials now cross-referenced against institutional directories before badge issuance. Verification SLA reduced to 48 hours.

Events integration for Journalist Profiles — journalists discover and filter experts by upcoming events, speaking appearances, and conference participation. Search by topic, location, and date range across 2,000+ indexed industry events.

News search for Journalist Profiles — search current breaking news and editorial coverage to surface relevant experts by story keyword, beat, or publication. Real-time news matching across 200+ outlets updated continuously throughout the day.

Expert availability calendar — experts signal real-time interview availability and preferred contact windows by day and time zone. Journalists see live availability status before reaching out, reducing cold-outreach friction.

Expert profile depth expanded — media appearance history, published works, speaking engagements, institutional affiliations, and academic citations now structured and searchable. Building the most complete expert identity layer in journalism.

Rolli founded by Nick Toso, former CNN en Español Washington DC Bureau Chief and Senior Producer — built from firsthand experience with the broken source discovery process that slows every newsroom. The mission: give journalists, communications professionals, and researchers a verified intelligence layer they can trust under deadline pressure.

Expert Profiles launched — verified subject-matter experts across 200+ specialized domains create structured, credential-verified profiles optimized for journalist discovery. Verification includes institutional affiliation, publication record, and expertise depth review.

Journalist Profiles launched — journalists and editorial teams create verified profiles with beat taxonomy, publication affiliation, coverage history, and preferred source criteria. The first structured, trust-layer marketplace connecting verified sources with working press.