Methodology
How SignalShield analyses investing content
SignalShield reviews financial content for credibility risks, unsupported claims, narrative imbalance, promotional framing, and verification gaps.
What SignalShield analyses
- Certainty language
- Promotional framing
- Narrative imbalance
- Source quality
- Unsupported claims
- Omitted counterarguments
- Speculative positioning
- Verification depth
What SignalShield does not do
SignalShield is a credibility analysis tool, not a financial advisory service. It does not:
- Investment advice
- Buy or sell recommendations
- Price targets
- Portfolio management
- Trade execution
- Financial planning
How analysis works
Content extraction
SignalShield analyses visible webpage content only after a user manually initiates a review. No background monitoring occurs.
Credibility review
The system evaluates sourcing quality, narrative framing, certainty language, and verification depth against a consistent analytical framework.
Verification guidance
SignalShield generates verification considerations and supporting context to assist independent investor research.
Research philosophy
SignalShield is designed to support disciplined investor research by helping users identify narrative imbalance and evaluate information quality. The goal is not to form a view on any investment, but to ensure that the information underlying a view is credible, balanced, and verifiable.
Frequently asked questions
Does SignalShield provide investment advice?
No. SignalShield is an informational research support tool only. It does not provide buy, sell, or hold recommendations.
Does SignalShield automatically monitor browsing activity?
No. Reviews are manually initiated by the user. SignalShield does not run in the background or track activity.
Does SignalShield connect to brokerage accounts?
No. SignalShield does not access brokerage or trading accounts of any kind.