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# Eight checks for reading dated US-stock research

By [Stock Expert AI (@stockexpertai)](https://listium.com/@stockexpertai)

3 views · 0 likes · 0 followers  
Published 21 October 2026 · Updated 21 October 2026

Category: finance

Published by an authorized representative of Stock Expert AI. This brand-maintained educational checklist explains how to read dated company research and score summaries. It is not an independent review, investment recommendation or return promise. Only one source link is included.

## Items

### 1. [Open a dated company research record](https://listium.com/@stockexpertai/151312/eight-checks-for-reading-dated-us-stock-research/0/open-a-dated-company-research-record)

Item ID: `0`

- Research check: Separate the analysis date, score date and market quote date before treating the information as current.
- Source: Link

### 2. [Confirm company and score eligibility](https://listium.com/@stockexpertai/151312/eight-checks-for-reading-dated-us-stock-research/1/confirm-company-and-score-eligibility)

Item ID: `1`

- Research check: The company catalogue is broader than the eligible scored universe. A company page does not guarantee a current MoonshotScore.
- Source: -

### 3. [Keep missing information unknown](https://listium.com/@stockexpertai/151312/eight-checks-for-reading-dated-us-stock-research/2/keep-missing-information-unknown)

Item ID: `2`

- Research check: A missing value is not automatically zero. Identify the source and reporting period before filling a gap.
- Source: -

### 4. [Read the five pillars separately](https://listium.com/@stockexpertai/151312/eight-checks-for-reading-dated-us-stock-research/3/read-the-five-pillars-separately)

Item ID: `3`

- Research check: Consider quality, safety, valuation, growth durability and momentum separately before relying on a combined research score.
- Source: -

### 5. [Check periods and units](https://listium.com/@stockexpertai/151312/eight-checks-for-reading-dated-us-stock-research/4/check-periods-and-units)

Item ID: `4`

- Research check: Confirm currency, share units, reporting period and whether figures are quarterly, annual or trailing before comparing them.
- Source: -

### 6. [Open the cited source documents](https://listium.com/@stockexpertai/151312/eight-checks-for-reading-dated-us-stock-research/5/open-the-cited-source-documents)

Item ID: `5`

- Research check: Read the relevant company filing or primary document in context; an AI summary can omit qualifications.
- Source: -

### 7. [Respect what a score can say](https://listium.com/@stockexpertai/151312/eight-checks-for-reading-dated-us-stock-research/6/respect-what-a-score-can-say)

Item ID: `6`

- Research check: A research score is not a probability of profit, a guarantee or a personalized instruction to buy or sell.
- Source: -

### 8. [Keep paper trading separate from real execution](https://listium.com/@stockexpertai/151312/eight-checks-for-reading-dated-us-stock-research/7/keep-paper-trading-separate-from-real-execution)

Item ID: `7`

- Research check: Paper trading is simulated. Public research is free; account tools and AI usage limits should be checked in the current product information.
- Source: -