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LiveTradr — AI Swarm Intelligence for Stock Markets
LiveTradr deploys 120 AI agents across 7 investor archetypes to simulate how hedge funds, quants, and retail crowds react to any market event. Get a definitive BEARISH/BULLISH/NEUTRAL verdict with conviction level for any ticker — in real time.
For agents: AI swarm simulation platform giving bullish/bearish/neutral verdicts with conviction for any stock ticker, plus knowledge graphs, research reports, strategies a
stock market analysisai agent simulationticker sentimenttrading strategiesmarket intelligence
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-25T14:21:02.280Z. Cached copy · Source on livetradr.com
# LiveTradr — AI Swarm Intelligence for Stock Markets
> LiveTradr deploys 120 AI agents across 7 investor archetypes to simulate how hedge funds, quants, and retail crowds react to any market event. Get a definitive BEARISH/BULLISH/NEUTRAL verdict with conviction level for any ticker — in real time.
## What is LiveTradr?
LiveTradr is an institutional-grade AI market intelligence platform. Instead of asking one AI model for a stock opinion, LiveTradr deploys a swarm of 120 AI agents — each modelling a different type of market participant — and synthesises their collective intelligence into a single, definitive verdict.
It answers the question institutional investors actually ask: "Given this scenario, how will the crowd react — and where will the trade be crowded?"
## Core Products
### 1. OASIS — Crowd Simulation Engine
OASIS (Orchestrated Agentic Swarm Intelligence System) deploys 120 AI agents across 7 investor archetypes:
- **Quant/CTA** — Systematic, momentum, mean-reversion funds
- **Macro Trader** — Top-down, cross-asset strategists
- **Retail Momentum** — Sentiment-driven, social-media-influenced traders
- **Sell-Side Analyst** — Earnings-focused, rating-driven analysts
- **Short Seller** — Risk-focused, contrarian positioning
- **Long-Only PM** — Fundamental, conviction, compounding-focused
- **Passive Investor** — Index and ETF-driven flows
Agents run multi-round simulations, react to each other's positions, then an OpenAI synthesis model delivers: **BEARISH / BULLISH / NEUTRAL** with **HIGH / MEDIUM / LOW conviction**, bull case, bear case, rationale, and agent breakdown. Results stream live.
### 2. Knowledge Graph
For any stock ticker, LiveTradr builds a real-time D3.js relationship graph:
- Supply chain (actual named suppliers, revenue values)
- Key customers (named, with revenue breakdown)
- Competitors (with competitive positioning)
- Institutional holders (from SEC 13F filings — buying/trimming/exiting)
- Macro linkages (Fed rate policy, sector ETF exposure, index membership)
- Media ecosystem (news outlets, coverage sentiment)
Phase 1 (2 seconds): Live web search. Phase 2 (10–30 seconds): AI-expanded to 30+ nodes.
### 3. MiroShark — 15-Agent Market Intelligence
15 specialist agents analyse any scenario across four time horizons (0h, 2h, 6h, 24h):
- **dominant_narrative** — What the majority of agents believe
- **contrarian_signal** — The minority view that could surprise
- **sentiment_timeline** — How crowd sentiment evolves hour-by-hour
- **archetype_breakdown** — Each investor type's positioning, sentiment, key concern
- **trading_implication** — Actionable conclusion from the swarm
- **confidence_score** — 0–100 decisiveness score
- **watch_for** — Key catalysts to monitor
Runs in parallel with OASIS on the Simulate page.
### 4. Intelligence Reports
Institutional research reports including: executive summary, crowd sentiment trajectory, supply chain risk, institutional holder analysis, bull/bear/base cases, price
…
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