Stock research guides

AI Stock Sentiment Analysis Guides

Explore stock sentiment guides for large-cap names and fast-moving market leaders. Each guide explains the market narrative, why sentiment matters, and how BullScore approaches live analysis.

Use these guides to quickly understand the main narrative, the key risks, and what investors are watching right now.

US equitiesNVDA

NVIDIA

Use this guide to understand the main narratives behind NVDA sentiment before moving into live analysis.

Featured signals
  • AI capex commentary from hyperscalers and enterprise buyers.
  • Guidance beats or misses around data center growth, margins, and supply.
US equitiesTSLA

Tesla

Use this guide to understand the TSLA narrative map before running live sentiment analysis.

Featured signals
  • EV demand and pricing commentary in key regions such as China and North America.
  • Autonomy, robotaxi, and FSD updates that can reset long-term expectations.
US equitiesAAPL

Apple

AAPL attracts steady attention from investors trying to separate durable quality from cyclical softness.

Featured signals
  • iPhone cycle expectations and the pace of demand normalization.
  • Services growth as the quality anchor for earnings resilience.
US equitiesMSFT

Microsoft

MSFT investors want to understand whether cloud durability and AI monetization still justify premium quality expectations.

Featured signals
  • Azure growth commentary and enterprise spending quality.
  • Copilot and AI monetization progress across commercial products.
US equitiesAMZN

Amazon

Use this guide to frame AMZN through AWS demand, retail efficiency, advertising, and valuation before running live analysis.

Featured signals
  • AWS growth commentary and enterprise cloud demand quality.
  • North America and international retail margin progression.
US equitiesMETA

Meta

Use this guide to review META through ad demand, Reels monetization, AI spend, and platform engagement before running live analysis.

Featured signals
  • Advertising pricing, impressions, and demand quality across the family of apps.
  • Reels monetization and engagement durability.
US equitiesGOOGL

Alphabet

Use this guide to frame GOOGL through market attention, cloud growth, AI integration, and antitrust risk before running live analysis.

Featured signals
  • Search-ad demand, pricing, and query monetization quality.
  • Google Cloud growth, margin progression, and AI workload adoption.
US equitiesAMD

AMD

Use this guide to review AMD through accelerators, server share, PC demand, and valuation before running live analysis.

Featured signals
  • MI accelerator updates and the market's view on AI share capture.
  • EPYC momentum and server CPU share commentary.
US equitiesAVGO

Broadcom

Use this guide to review AVGO through custom silicon, networking demand, VMware integration, and cash-flow quality before running live analysis.

Featured signals
  • Hyperscaler commentary on custom AI silicon demand.
  • Networking demand tied to AI cluster buildout.
US-listed ADRTSM

TSMC

Use this guide to frame TSM through foundry demand, advanced-node leadership, capex discipline, and geopolitical context before running live analysis.

Featured signals
  • 3nm and 2nm demand visibility across key customers.
  • AI chip order strength and packaging bottleneck commentary.
US equitiesSMCI

Super Micro

Use this guide to frame SMCI through AI server demand, supply-chain execution, margin quality, and crowding before running live analysis.

Featured signals
  • AI server order and backlog commentary.
  • Component supply, delivery timing, and execution reliability.
US equitiesPLTR

Palantir

Use this guide to frame PLTR through government demand, enterprise AI rollout, cash-flow quality, and valuation before running live analysis.

Featured signals
  • Commercial customer wins and enterprise AI-platform rollout.
  • Government contract flow and program visibility.
US equitiesCOIN

Coinbase

Use this guide to review COIN through spot activity, ETF custody, regulation, and product mix before running live analysis.

Featured signals
  • Spot trading volumes and retail activity.
  • ETF custody, institutional flows, and market-share commentary.
US equitiesMSTR

Strategy

Use this guide to review MSTR through Bitcoin treasury strategy, leverage, capital raises, and the software floor before running live analysis.

Featured signals
  • Bitcoin price regime and treasury-markup appetite.
  • Capital raises, preferred-equity or debt structure, and leverage tolerance.
US-listed ADRBABA

Alibaba

Use this guide to review BABA through China demand, Alibaba Cloud progress, buybacks, and regulation before running live analysis.

Featured signals
  • China retail demand, take rates, and merchant health.
  • Alibaba Cloud progress and profitability signaling.
US equitiesNFLX

Netflix

Use this guide to review NFLX through subscriber momentum, ad-tier monetization, operating leverage, and content efficiency before running live analysis.

Featured signals
  • Subscriber additions, engagement depth, and churn quality.
  • Ad-tier monetization progress and pricing flexibility.
US equitiesORCL

Oracle

Use this guide to review ORCL through cloud, AI infrastructure, and database mix before running live analysis.

Featured signals
  • OCI revenue growth and AI workload migration pace.
  • Remaining performance obligations (RPO) and bookings momentum.
US equitiesASML

ASML

Use this guide to review ASML through litho demand, geopolitical risk, and customer capex before running live analysis.

Featured signals
  • EUV and High-NA system bookings against shipments.
  • China revenue share and export-control headline risk.
US equitiesUBER

Uber

Use this guide to review UBER through mobility, delivery, AV partnerships, and capital returns before running live analysis.

Featured signals
  • Mobility take-rate and supply/demand balance in core markets.
  • Delivery profitability inflection and grocery expansion.
US equitiesCOST

Costco

Use this guide to review COST through membership, comp sales, e-commerce, and valuation before running live analysis.

Featured signals
  • Membership renewal rate (US and worldwide).
  • Adjusted comp sales excluding gasoline and FX.
US equitiesMU

Micron

Use this guide to review MU through HBM capacity, DRAM pricing, NAND recovery, and AI server demand before running live analysis.

Featured signals
  • HBM capacity, pricing, and customer allocation for AI accelerators.
  • DRAM and NAND contract-pricing direction.
US equitiesQBTS

D-Wave Quantum

Use this guide to review QBTS through quantum annealing differentiation, bookings, government demand, and dilution risk before running live analysis.

Featured signals
  • Commercial bookings and customer pipeline quality.
  • Government, defense, and research-contract announcements.
US equitiesRGTI

Rigetti

Use this guide to review RGTI through processor-roadmap progress, partnerships, revenue quality, and financing risk before running live analysis.

Featured signals
  • Processor roadmap milestones and error-rate progress.
  • Cloud-access partnerships and enterprise pilot quality.
US equitiesIONQ

IonQ

Use this guide to review IONQ through trapped-ion progress, bookings, partnerships, and commercialization risk before running live analysis.

Featured signals
  • Trapped-ion performance milestones and roadmap credibility.
  • Bookings, backlog, and enterprise or government customer quality.
US equitiesNOW

ServiceNow

Use this guide to review NOW through AI workflow adoption, subscription growth, RPO conversion, and operating leverage before running live analysis.

Featured signals
  • GenAI workflow adoption and enterprise attach rates.
  • Subscription revenue growth and net expansion quality.
US equitiesRKLB

Rocket Lab

Use this guide to review RKLB through Electron cadence, Neutron milestones, space-systems demand, and defense exposure before running live analysis.

Featured signals
  • Electron launch cadence, reliability, and mission mix.
  • Neutron development milestones and launch-market credibility.
US equitiesSOFI

SoFi

Use this guide to review SOFI through deposit growth, lending demand, credit performance, and operating leverage before running live analysis.

Featured signals
  • Member growth, product adoption, and cross-sell quality.
  • Deposit growth, funding costs, and net interest margin.
US equitiesINTC

Intel

Use this guide to review INTC through process execution, foundry customers, AI PC demand, data-center competition, and margin pressure before running live analysis.

Featured signals
  • Foundry customer wins and external-wafer commitments.
  • Process roadmap execution and manufacturing yield updates.
How to use these pages

Public research

These pages summarize the core narrative, the main signals to watch, and the questions investors ask most often.

Read the overview first, then open live analysis when you want a fresh read on today's market.