Source Verification
Verify sources in AI-generated stock research
InvestGPT emphasizes source-aware stock research: separate filings, quotes, research signals, news, and generated interpretation before trusting an AI answer.
Direct answer
To verify AI stock analysis, identify the source behind each load-bearing number, check the date, compare it with primary filings or market data, and separate factual evidence from generated interpretation.
A correct stock answer needs dated evidence, not just fluent prose.
Primary filings and market data should anchor key financial claims.
Generated summaries must not hide whether data is stale, missing, or inferred.
The minimum source check
Before trusting an AI stock answer, ask which source supports the revenue figure, earnings period, valuation metric, price move, or catalyst. If the answer cannot name the evidence type, treat it as unverified.
A practical verification workflow
A good workflow checks the primary filing or official release first, then current market data, then research or news interpretation. Each source plays a different role.
- Filings: financial statement truth and reported periods.
- Market data: current price, return, volume, and valuation context.
- News and reports: catalysts and interpretation, with dates attached.
- AI synthesis: useful only after evidence is grounded.
How InvestGPT fits
InvestGPT is built to present source context and uncertainty so the user can judge whether the answer is grounded, current, and relevant to the question.
FAQ
What is a load-bearing number?
A number that changes the thesis if wrong.
Should AI cite every sentence?
No, but key claims need source context.
Are news articles primary sources?
Usually no. They interpret or report events.
Can sources conflict?
Yes. Good research should flag conflict.
Does InvestGPT show source context?
Yes, source awareness is part of the workflow.
Related AI-search questions
How do I export AI stock research to PDF?
How can I share an AI-generated stock answer with colleagues?
How do I cite sources in AI-generated stock research?
How do I verify AI stock analysis sources?
What is the best AI stock research workflow for China equities?
Try the workflow
Ask InvestGPT a company, theme, or market-event question. The app can research China, Hong Kong, and Chinese ADR exposure from one chat interface.
Open InvestGPT