Narrative Intelligence Platform

From social noise to
strategic intelligence

Ariadna is an AI-powered intelligence layer that classifies organic social media discourse into structured narrative intelligence — deployable across any market, any language, on top of your existing listening infrastructure.

https://ariadna.network/dashboard/
108K+
Posts Classified
60
Data Dimensions
50+
Languages
108K+
Posts classified across current deployment
50+
Languages supported via multi-LLM stack
60
Data dimensions per post
Any market
Deployable wherever your SM tool collects data
01

The Intelligence Gap

Consumer adoption depends on beliefs, not facts. Beliefs are shaped by social media discourse.

The information environment is hostile. Anti-tobacco organisations, health authorities, and media often frame all nicotine products as equally dangerous. This "risk inversion" directly undermines product switching.

Until now, there was no systematic way to measure this. Surveys are slow and expensive. Media monitoring gives volume, not meaning. Focus groups are small samples, backward-looking.

"Ariadna gives you a live, quantified, actionable view of the information environment — what consumers believe, and whether those beliefs are helping or hindering your strategy."

Risk Inversion

Consumers believe alternatives are as harmful or more harmful than cigarettes — the inverse of scientific evidence.

Misconception Prevalence

Factually incorrect claims circulate unchecked — shaping consumer decisions without any counter-narrative.

Institutional Headwind

Health authorities and NGOs drive anti-narrative discourse — trusted sources amplifying distorted information.

No Measurement

Without real-time intelligence, teams fight perception headwinds they can't see or quantify.

02

Intelligence Areas

I. Narrative Acceptance
Live
Measures how accepted and fairly understood reduced-risk products are in organic public discourse — the information environment that shapes consumer decisions and regulatory posture.
II. External Affairs Intel
Live
Maps the stakeholder landscape shaping regulation — who is active, what they're saying, how they coordinate. Surfaces regulatory risk signals before they become proposals.
III. Brand Narrative
Developing
Tracks how brands register in organic conversation — share of voice, narrative framing by brand, and whether communications generate measurable organic echo beyond paid reach.
IV. Consumer Signals
Selective
Organic discourse signals at key consumer decision moments. What creates friction at the consider stage and what drives departure — continuous, unsolicited, unprompted.
Narrative Battlefield Map
Continuous measurement of who owns public discourse — by market, platform, actor type, and community. A living narrative layer that complements tracking studies between measurement cycles.
ATO vs. THR balance · organic WOM share · Science:Fear ratio
Misconception & Concern Registry
Every factually incorrect claim flagged and described — specific text surfaced for counter-messaging, ranked by reach and velocity. Reveals the real objections and fears consumers express in their own words.
Per-market misconception rate · inverted risk tracking · 700+ unique claims
Switching & Churn Intelligence
Real-time tracking of organic consumer narratives about switching between products. Acquisition signals, churn signals, and dual-use patterns — continuous and unprompted.
Switching story framing · churn reasons by product · barrier extraction
Harm Perception Index (HPI)
Single composite score measuring information environment distortion — six components including misconception load, inverted risk prevalence, and science-to-fear ratio. A consistent benchmark comparable across markets.
0–100 per market · updated monthly · cross-market comparison
Perception Headwind Score (PHS)
Per-product perception health metric tracking whether the information environment is improving or worsening — a continuous early-warning signal that leads survey results by 4–8 weeks.
Per-product · per-market · externally validated against survey data
Real-Time Alert System
Classification results written back into your listening tool as tags. Rules-based alerts fire automatically — misconception spikes, risk inversion claims, regulatory framing shifts — routed to the right stakeholder.
Bidirectional pipeline · per-stakeholder routing · configurable alerts
03

Intelligence by Stakeholder

Corporate Affairs
Monthly Narrative Threat Assessment
  • Active misconception registry ranked by velocity
  • Prebunking window status per narrative archetype
  • Institutional vs. organic narrative split
  • Inverted Risk Reversal Tracker month-on-month
  • Counter-narrative playbook per active threat
Marketing
Consumer & Brand Intelligence
  • Consumer journey stage intelligence from organic discourse
  • Switching barrier analysis from consumer language
  • Pain points ranked by frequency and product
  • Community health scores per product
  • Campaign echo ratio — did the argument spread?
  • Competitive narrative share by category
Government Affairs
Regulatory Risk Radar
  • Youth mention spikes — leading indicator of regulatory action
  • Institutional coordination detection across health bodies
  • Stakeholder power map updated monthly
  • Illicit trade narrative trajectory
  • 60–90 day advance signal vs. reactive monitoring
04

Capability Coverage

Capability
Social Listening
Brandwatch · Pulsar
Survey Research
YouGov · Kantar
Ariadna
Neckarwiese
Works alongside existing SM Listening Tool
Intelligence layer on top — existing subscription stays in place
NoReplaces
Yes
Global market scalability · 50+ languages
LLM-powered, language-agnostic taxonomy
PartialEnglish-centric
PartialPer-market study
Yes
Domain-specific narrative taxonomy
ATO / THR / PRO_SMOKE · 15 sub-archetypes · domain specific
NoGeneric sentiment
NoFixed questions
Yes
Inverted risk perception measurement
Per-post flag · monthly trend · cross-market comparison
No
Partial90-day lag
Yes
Misconception identification
Specific false claims extracted, clustered, ranked by reach
No
No
Yes
Campaign argument attribution
Did the argument travel? Echo ratio · framing fidelity
PartialReach only
No
Yes
Client data used for LLM model training
Enterprise API agreements · Private LLM option available
PartialPlan-dependent
Never
Entry cost per market / month
All LLM token costs included — no per-token charges
$40–80K/yr platform fee
$30–60K per study
from $2K/mo per market
Yes Available
Partial Limited
No Not available
Not applicable
05

Platform Architecture

Intelligence that runs ahead of the narrative

The gap between what the market believes and what science shows is measurable. Ariadna makes that gap visible month by month, attribute by attribute, market by market — and tracks whether your communications are closing it.

That is the metric no other tool in this market provides.

YouScan / Sprinklr / Brandwatch Gemini · Claude · OpenAI NNA Taxonomy PostgreSQL 50+ Languages API-native pipeline

"In many markets, alternative products are perceived as more harmful than cigarettes. That belief is measurable, trackable, and reversible. Ariadna is the instrument that tells you the current reading and whether the needle is moving."

Core thesis — Ariadna product rationale
Standard Cloud: from $2,000 / market / month · all LLM costs included
Private LLM: dedicated server · zero third-party exposure · ISO 27001

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