Methodology
How we evaluate investment opportunities — our scoring frameworks, grading criteria, and analytical approach
Our Approach
Uncovering Value uses structured, repeatable scoring frameworks to evaluate investment opportunities. Each research area has its own methodology tailored to the specific factors that drive value in that category.
Grades are not subjective opinions. Each grade is the output of a weighted scorecard with defined dimensions, scored on a consistent scale, producing a final weighted score that maps to a letter grade.
Spinoff Investment Scorecard
Our spinoff analysis uses a five-dimension weighted scorecard to evaluate each upcoming spinoff opportunity.
Scoring Dimensions
| # | Dimension | Weight | What It Captures |
|---|---|---|---|
| 1 | Financial Profile | 25% | Margins, growth rate, revenue scale, balance sheet health |
| 2 | Competitive Position | 25% | Moat, market share, pure-play dominance, industry structure |
| 3 | Strategic Rationale | 20% | Unlocking value vs. shedding a problem, clarity of thesis |
| 4 | Management & Governance | 20% | Leadership quality, CEO placement signal, incentive alignment |
| 5 | Acquisition Potential | 10% | Likelihood as takeout target, consolidating industry, strategic fit |
Financial Profile and Competitive Position together account for half the score. These are the strongest differentiators between top-tier and average spinoffs. Management carries significant weight because proper incentive alignment is critical to unlocking value in a newly independent company.
Scoring Scale
Each dimension is scored from 1 (Poor) to 5 (Exceptional).
Financial Profile (25%)
| Score | Description | Indicators |
|---|---|---|
| 5 | Exceptional | 30%+ EBITDA margins, double-digit revenue growth, clean balance sheet |
| 4 | Strong | 15–30% EBITDA margins, 5–10% growth, manageable leverage |
| 3 | Adequate | 10–15% margins, low-single-digit growth, moderate debt load |
| 2 | Weak | Sub-10% margins, flat or declining revenue, elevated leverage |
| 1 | Poor | Negative or minimal margins, secular decline, distressed balance sheet |
Competitive Position (25%)
| Score | Description | Indicators |
|---|---|---|
| 5 | Exceptional | Monopoly or near-monopoly, category-defining brand |
| 4 | Strong | Market leader or #1–2 in niche, durable competitive advantages |
| 3 | Adequate | Solid position but no clear moat, competitive market |
| 2 | Weak | Commoditized position, facing disruption or market share loss |
| 1 | Poor | Structural headwinds, shrinking market, no differentiation |
Strategic Rationale (20%)
| Score | Description | Indicators |
|---|---|---|
| 5 | Exceptional | Obvious value unlock — market was clearly undervaluing this business inside the parent |
| 4 | Strong | Clear rationale, both entities benefit from separation |
| 3 | Adequate | Rationale makes sense but upside is not compelling |
| 2 | Weak | Appears to be shedding a problem or forced by activist pressure |
| 1 | Poor | Clearly dumping the weaker business onto shareholders |
Management & Governance (20%)
| Score | Description | Indicators |
|---|---|---|
| 5 | Exceptional | Original CEO moves to SpinCo, full C-suite named, equity-heavy compensation with long vesting |
| 4 | Strong | Experienced CEO named, most key roles filled, meaningful equity grants tied to performance |
| 3 | Adequate | CEO named but unproven, compensation structure not yet disclosed |
| 2 | Weak | Key roles unfilled, CEO search ongoing, cash-heavy compensation |
| 1 | Poor | No leadership clarity, board turnover, no disclosed compensation plan |
Why incentives matter: In spinoffs, management compensation structure is a powerful signal. Equity-heavy comp with long vesting periods means management is betting their personal wealth on the company’s success. Options struck at low initial trading prices create built-in motivation to drive appreciation. Conversely, cash-heavy packages or golden parachutes may signal management expects a near-term sale rather than long-term independence.
Acquisition Potential (10%)
| Score | Description | Indicators |
|---|---|---|
| 5 | Exceptional | Multiple obvious acquirers, consolidating industry, acquisition premium likely |
| 4 | Strong | 2–3 credible acquirers identified, reasonable strategic fit |
| 3 | Adequate | Acquisition possible but not a primary thesis driver |
| 2 | Weak | Unlikely near-term — regulatory barriers or unattractive as a target |
| 1 | Poor | No credible buyer interest |
Grade Mapping
The five dimension scores are combined using their weights to produce a single weighted score, which maps to a letter grade:
| Weighted Score | Grade | Label |
|---|---|---|
| 4.5 – 5.0 | A+ | Top Pick |
| 4.0 – 4.4 | A | Strong Buy |
| 3.5 – 3.9 | A- | Strong Opportunity |
| 3.0 – 3.4 | B+ | Solid Opportunity |
| 2.5 – 2.9 | B | Moderate / Hold |
| 2.0 – 2.4 | B- | Speculative |
| 1.5 – 1.9 | C | Weak / Caution |
| 1.0 – 1.4 | C- | Avoid |
How Grades Evolve
Spinoff grades are not static. They are re-evaluated in each report as new information becomes available.
Common triggers for grade changes:
- Form 10 filing reveals stronger or weaker financials than expected
- CEO announcement clarifies leadership quality and where the best talent is going
- Compensation disclosures reveal incentive alignment (or lack thereof)
- Timeline changes — delays may signal problems; acceleration may signal confidence
- Market developments — competitive landscape shifts, regulatory changes, industry M&A activity
When a grade changes, the scorecard in the report notes the previous grade, the new grade, and the specific reason for the change.
Handling Incomplete Information
Early-stage spinoffs often lack full disclosure. When data is unavailable for a dimension:
- That dimension is scored as 2 (assume weak until proven otherwise)
- The data gap is noted in the scorecard
- The grade is flagged as preliminary and subject to change
- The spinoff is re-scored in subsequent reports as information emerges
This conservative approach means early-stage spinoffs typically start with lower grades and can be upgraded as the investment case strengthens — which is a more useful signal for investors than giving the benefit of the doubt.
Scorecard in Practice
Every detailed spinoff analysis in our reports includes a scorecard table:
| Dimension | Weight | Score | Rationale |
|---|---|---|---|
| Financial Profile | 25% | 4 | 15.8% operating margin, stable revenue base |
| Competitive Position | 25% | 4 | Largest US LTL carrier, pure-play advantage |
| Strategic Rationale | 20% | 4 | Clear conglomerate discount removal |
| Management & Governance | 20% | 3 | Team being built, some roles TBD |
| Acquisition Potential | 10% | 3 | Possible but regulatory questions at this scale |
| Weighted Score | 3.75 | ||
| Investment Grade | A- | Strong Opportunity |
This format makes it easy to see exactly why a spinoff received its grade and which dimensions are driving the score up or down.