Electric vehicles, energy storage, charging infrastructure, autonomous driving software, and robotics.
Data window 5D · 3 evidence documents
TSLA sentiment weakened over the last five sessions as source language around autonomy roadmap and energy storage backlog was offset by risk-language acceleration.
The prior baseline was less differentiated, with lower topic momentum and fewer high-importance documents tied to margin pressure.
Autonomy roadmap and energy storage backlog
Margin pressure, pricing actions, and regulatory scrutiny
Margin pressure, Consumer demand weakness, Regulatory scrutiny
Price action and NLP direction diverged, requiring source review before interpreting signal persistence.
Topic-level sentiment, momentum, intensity percentile, risk level, source count, summary, and top source.
Select any source to inspect summary, excerpt, metadata, reliability, and NLP contribution.
Narrative changes around earnings, filings, regulatory events, product updates, and market catalysts.
Analyst and news sources shifted toward margin pressure, pricing actions, and demand uncertainty after earnings.
Sector average sentiment 48 · SPY average sentiment 60
| Ticker | Sentiment | 5D change | Risk | News volume | Primary topic | Regulatory risk | Confidence |
|---|---|---|---|---|---|---|---|
| AMZN | 75 | +5.7 pts | Risk 47 | 76 | Cloud demand | Baseline | High confidence · 85 |
| TSLA | 33 | -12.4 pts | Risk 81 | 95 | Margin pressure | Elevated | Medium confidence · 72 |
| HD | 46 | -4.3 pts | Risk 64 | 63 | Consumer demand weakness | Baseline | Medium confidence · 74 |
| NKE | 35 | -10.2 pts | Risk 76 | 74 | Consumer demand weakness | Baseline | Medium confidence · 70 |
| MCD | 52 | -2.1 pts | Risk 58 | 60 | Consumer demand weakness | Baseline | Medium confidence · 73 |
Ticker-specific alert feed with source count, driver, suggested workflow, status, and confidence.
Negative sentiment for TSLA deteriorated by 2.1 standard deviations versus its 90-day baseline. The move was driven by increased discussion of margin pressure, pricing actions, and regulatory scrutiny.
Driver: Margin pressure, pricing actions, and regulatory scrutiny. Threshold: Below -1.8σ vs 90D baseline. Workflow: Open company page, compare price-NLP divergence, review high-contribution analyst and regulatory sources.