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REDDIT

Creating an Investing Criteria Checklist Using AI

D
Aug 28, 2026 · 16:41

Hello All,

I am a relatively new investor in my early 30’s looking to find companies of good value in the stock market. I have had success with buying the dip during market slumps and holding through but I believe there is an opportunity cost if you wait for those type of market conditions to occur. I am trying to shift my focus on picking companies that will be good to hold through all market conditions.

I am currently using Claude to create a check list that will help me navigate a company’s 10-k and assist with filtering the information to find what is important. I understand that there are certain things that are relevant to a company based on what sector it is in, so I have asked Claude to make it as a general framework instead.

Here is how the checklist looks:

**Financial Health**
Revenue growth trend (consistent vs. volatile, accelerating vs. decelerating)

Profit margins (gross, operating, net) and whether they’re stable or eroding

Free cash flow — is the company actually generating cash, not just accounting profits?

Debt levels relative to earnings/cash flow (e.g., debt-to-EBITDA) and ability to service debt

Interest coverage ratio — can earnings comfortably cover interest payments?

Cash and liquidity position — enough runway to survive a downturn?

**Valuation**
Price relative to earnings (P/E), cash flow (P/FCF), or sales (P/S) vs. historical range

Valuation relative to industry peers

Valuation relative to expected growth rate (e.g., PEG ratio)

Dividend yield and payout ratio, if applicable — sustainable or stretched?

**Business Quality**
Competitive moat — pricing power, brand strength, switching costs, network effects, scale

Market position — growing, stable, or losing share?

Revenue diversification — reliance on one customer, product, or region?

Historical consistency — has the business model proven durable across cycles?

**Management & Governance**
Track record of capital allocation (reinvestment, M&A, buybacks, dividends)

Insider ownership — are leaders’ incentives aligned with shareholders?

Executive turnover and tenure — stability or red flags?

Transparency — clear, consistent communication in earnings calls/filings, or evasive?

Related-party transactions or conflicts of interest

**Risk Factors**
Regulatory exposure — pending legislation, litigation, compliance issues

Customer/supplier concentration risk

Balance sheet risk — off-balance-sheet liabilities, pension obligations, contingent liabilities

Macro sensitivity — how cyclical is performance relative to the broader economy?

**Ownership & Structure**
Share dilution trends — is share count growing (diluting existing holders) or shrinking (buybacks)?

Institutional ownership levels and recent buying/selling trends

Any unusual corporate structure (dual-class shares, complex holding structures)

**Red Flags to Screen For**
Frequent changes in auditors or accounting methods

Aggressive or unusual accounting practices (e.g., large gaps between net income and free cash flow)

Repeated guidance misses or overly optimistic management projections

Rising debt paired with declining cash flow

My goal is to find quality companies that I can hold for the long term. They can be in different life cycles but I do prefer mid/early life companies that have some decent room to grow, so I am not really risk averse. I reinvested most of my individual stock returns into ETFs but I do have a lot of capital left over to deploy.

I am wondering if this checklist is too broad? Is it an efficient use of my time to go through all of these things as a starting point when researching a company, or is it better to focus on some of these points and also more on the industry specific valuations of a company. Or maybe these points are too general, and because the data is too easily found it will not give me an edge when researching the company. Should I also be using valuation models like a DCF model to supplement the findings from the 10-k? Please let me know if there is anything from this checklist that you feel like is missing, or if you see things that do are not as important. Any feedback will be greatly appreciated.