Analyst signals. Narrative drift. Consensus cracks.

Challenge consensus: Track sentiment. Quantify narrative. Challenge consensus.

Narrative says rise. Data says stall. Analysts hedge, hesitate, contradict. Our platform captures these nuances—quantifying sentiment, mapping recommendations, challenging consensus. Contradictions revealed. Bias exposed..

Every analyst narrative is dissected—no surface left unscrutinised by our models.

Real-time detection of sentiment swings and narrative pivots in analyst language.

Assumptions are exposed, trends are tested—no signal is left unchallenged.

Interrogate a signal

All information provided is for informational purposes only. Past performance does not guarantee future results. Please review our full disclaimer before use.

Methodology transparency

How to interrogate our signals

Curious? Skeptical? Disagree with the consensus? Here’s how you move from observation to interrogation—three steps, one persistent team.

Submit a question

Submit your inquiry or signal challenge. Our team reviews every question with the same rigour we apply to the data.

Get a tailored reply

Receive a response from our analyst signal team within one business day—no canned answers, only real engagement.

Integrate and iterate

Integrate our analyst sentiment tools into your workflow, with ongoing dialogue and direct support.

Book a walkthrough

Benefits of our sentiment signal approach

Why choose static charts or gut feelings when AI can expose every twist in the analyst narrative? Our approach challenges the surface, digging beneath the obvious.

Monitor sentiment changes

Track subtle shifts in analyst language and decode their evolving positions before consensus settles in.

Map recommendations dynamically

Visualise recommendation movements and surface contradictions between tone and trend, in real time.

Interrogate bias with AI

Spot emerging bias, challenge groupthink, and quantify narrative drift using AI-driven analysis.

Gain deeper context

Access nuanced, data-backed context—clarify assumptions, strengthen your own contrarian takes.

Core features for expert market users

Our platform turns analyst language into quantifiable sentiment metrics. We track tonal shifts, expose consensus drift, and visualise narrative trends—giving expert users new leverage in market interpretation.

AI parsing of published analyst commentary with focus on language nuance and narrative changes.
Customisable dashboards to compare sentiment trends across periods and analyst groups.
Real-time alerts for recommendation shifts or unusual consensus movement.
Transparent scoring with the ability to review underlying rationale and data sources.
Flexible export options for in-depth offline interrogation and reporting.

Thousands

Analyst reports and commentaries processed each day by our models.

Hundreds

Core AI sentiment metrics visualised per report cycle.

Daily

Updates delivered daily to expert users seeking narrative edge.

What sets our AI signalisation apart

Why settle for the average take? Our platform dissects analyst sentiment—signal by signal, shift by shift—leaving nothing unchallenged. Data for those who argue with the data.

Aggregated analysis

AI models review analyst reports, aggregating sentiment shifts across multiple sources without bias or delay.

Trend tracking

Our system tracks recommendation upgrades and downgrades, surfacing trends and flagging outliers in language.

Interactive dashboards

Interactive dashboards map narrative tone, exposing contradiction and drift over time for expert review.

Transparent context

Signal context includes metadata, allowing users to drill into methodology and challenge each assumption.

AI for market research

AI-powered analyst sentiment signals for market context

Experience the next generation of analyst sentiment signalisation. Forget passive charts—interact with evolving narratives, flagged in real time.

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Frequently asked questions

The obvious questions have obvious answers. The contrarian questions—those require our undivided attention. Below, a start.

How are sentiment signals generated?

We process published analyst commentary, recommendations, and related financial market data through our proprietary AI models. This approach surfaces shifts in sentiment and highlights outliers in the consensus.

Do you offer financial advice?

No, we do not provide personal advice or product recommendations. Our service focuses on data interpretation and sentiment trends within public analyst materials.

Are your signals predictive?

Our signals reflect current and historical data, but cannot predict future outcomes. We encourage users to consider multiple sources and maintain a critical stance.

How often is data refreshed?

Most insights are updated daily, though some underlying data may refresh at different intervals based on source availability.

Can I discuss your methodology?

Contact us for questions on methodology or interpretation. Our team is happy to clarify technical details or theoretical frameworks.

Who should use this platform?

The platform is designed for experienced users comfortable with data-driven analysis and questioning consensus. If in doubt, reach out to us for clarification.

Ask us directly