πŸ“‚ MONDAY – Reinvestment Yield Screener: β€œWho Earns the Most on the Next Dollar?”

Growth alone tells you very little.

The better question is what a company earns on the capital required to produce that growth.

Two businesses can both grow revenue 15%. One may need massive capex, acquisitions, working capital, and stock compensation to get there. The other may convert incremental investment into considerably more operating profit and free cash flow.

Those are entirely different machines.

Today’s Intel Drop searches for companies where the return on incremental investment appears to be rising before the improvement is fully visible in headline ROIC.

Use this to find businesses where the next dollar invested may be more valuable than the last one.

πŸ’‘PROMPT TEXT:

(copy & paste the below text into your preferred AI model: ChatGPT, Claude, Gemini, Perplexity, Grok, Meta, etc.)

You are a senior buy-side equity analyst running a β€œReinvestment Yield” stock screen as of October 26, 2026.

GOAL:

Identify 12–20 U.S.-listed companies where incremental investment is producing increasingly attractive economic returns.

Do NOT simply screen for high historical ROIC.

Find companies where the RETURN ON NEW CAPITAL appears to be improving.

Use the latest available:

- 10-K and 10-Q filings
- Earnings releases
- Earnings transcripts
- Capital expenditures
- R&D
- Acquisitions
- Working capital
- Operating income
- NOPAT
- Free cash flow
- Segment disclosures
- Analyst estimates

STEP 1 β€” DEFINE TOTAL REINVESTMENT

For every company identify material investment in:

- Capital expenditures
- R&D
- Acquisitions
- Working capital
- Capitalized software
- New stores / locations
- Data centers
- Manufacturing capacity
- Sales infrastructure

Separate where possible:

MAINTENANCE INVESTMENT

from

GROWTH INVESTMENT.

STEP 2 β€” MEASURE INCREMENTAL ECONOMIC OUTPUT

Track over 3–5 years:

- Revenue
- Gross profit
- Operating income
- NOPAT
- Free cash flow

Determine how much additional operating profit has been generated relative to incremental capital deployed.

STEP 3 β€” ESTIMATE RETURN ON INCREMENTAL INVESTED CAPITAL

Where credible data exist, calculate or approximate:

Incremental NOPAT
divided by
Incremental Invested Capital.

Use rolling multi-year periods when one-year figures are distorted.

Classify:

- Exceptional
- Strong
- Acceptable
- Weak
- Value Destructive

Do not create false precision.

STEP 4 β€” IDENTIFY THE DRIVER

Determine what is improving returns:

- Higher utilization
- Better pricing
- Scale
- Automation
- AI productivity
- New products
- Better mix
- Lower customer acquisition cost
- Better inventory turns
- Greater asset efficiency

STEP 5 β€” TEST WHETHER RETURNS ARE STRUCTURAL

Reject apparent improvements caused mainly by:

- One-time tax effects
- Asset sales
- Temporary capex reductions
- Underinvestment
- Large restructuring
- Acquisition accounting
- Cyclical peak margins

STEP 6 β€” ANALYZE CAPITAL INTENSITY

Calculate or estimate:

- Capex / Revenue
- Invested Capital / Revenue
- FCF / Invested Capital

Determine whether capital intensity is:

- Falling
- Stable
- Rising

The strongest candidates grow economic output faster than required capital.

STEP 7 β€” CHECK FUTURE REINVESTMENT RUNWAY

High returns matter most when the company can deploy additional capital at similar returns.

Evaluate:

- Market size
- Geographic expansion
- Capacity
- Product extensions
- Customer penetration
- Competitive position

Classify runway:

- Long
- Moderate
- Limited

STEP 8 β€” COMPARE WITH COST OF CAPITAL

Estimate conceptually whether incremental returns are:

- Far above cost of capital
- Moderately above
- Near
- Below

Do not pretend to know a precise WACC when inputs are uncertain.

STEP 9 β€” CHECK CONSENSUS AWARENESS

Compare:

- EPS estimates
- FCF estimates
- Margin estimates
- Recent analyst revisions
- Valuation
- 90-day stock performance

Determine whether improving capital efficiency appears:

- Underappreciated
- Partially Recognized
- Fully Priced

STEP 10 β€” SCORE EACH COMPANY

Assign:

- Incremental ROIC: 1–5
- Capital Efficiency Trend: 1–5
- FCF Conversion: 1–5
- Reinvestment Runway: 1–5
- Competitive Advantage: 1–5
- Balance-Sheet Quality: 1–5
- Consensus Blind Spot: 1–5
- Valuation Support: 1–5

Calculate:

REINVESTMENT YIELD SCORE: 1–10

BUILD THE REINVESTMENT YIELD TABLE:

- Ticker
- Company
- Sector
- Primary Reinvestment Type
- Capital Intensity Trend
- Incremental Profit Trend
- Estimated Incremental ROIC
- Reinvestment Runway
- FCF Conversion
- Consensus Awareness
- Next Catalyst
- Opportunity Score
- Primary Invalidation Risk

THEN IDENTIFY:

1. Five strongest reinvestment-yield opportunities
2. Three companies where incremental returns are improving faster than headline margins
3. Three high-growth companies requiring too much capital
4. Three asset-light businesses with unusually attractive reinvestment economics
5. Two capital-intensive companies whose economics are improving materially
6. Two companies with excellent current ROIC but limited future reinvestment runway

Clearly distinguish:

- Reported facts
- Calculations
- Estimates
- Interpretation

Never invent capex, invested capital, NOPAT, or analyst estimates.

Output in a clean table + 3–5 sentence explanation why this matters right now.

END PROMPT

β†’ Submit to AI model to receive actionable output.

Blue Horseshoe loves AI-driven alpha. Use responsibly.

Sponsored by: StockPilot.io πŸš€

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