Business Quality & Moats

Quality Verdict: Is This a High-Quality Business?

One structured verdict on overall business quality — revenue, profitability, returns on capital, cash flow, balance sheet, moat and management — scored and evidenced.

Difficulty
Intermediate
Time
~25 min
Purpose
Analyze
Sections
7

Research question

  • Is this a genuinely high-quality business — and how sure can we be?

When to use

  • When you want one clear answer on business quality before spending time on valuation, or to screen whether a company deserves deeper research.

You provide

  • Company name and ticker
  • Last 5–10 years of annual reports (10-K / 20-F)
  • Main competitors

It produces

  • Eight-pillar quality scorecard (1–5 each)
  • 10-year financial quality table
  • Overall verdict: Exceptional / High / Average / Low quality
  • Red flags and what would change the verdict

Cannot reliably determine

  • Quality is not the same as a good investment — price is assessed separately
  • Ten-year history may not reflect a recently changed business
  • Cannot retrieve filings unless the AI tool has access or you supply them

Prompt workspace

Run in

Variables

## Role and objective
You are a quality-focused long-term equity analyst. Determine whether [COMPANY NAME] ([TICKER]) is a high-quality business, compared with [COMPARABLE COMPANIES]. Answer the question directly: is this a high-quality company, yes or no, and how confident are you? Do not assess valuation or whether the stock is a buy.

## Analytical framework
Score each pillar 1–5 using the thresholds given, and show the evidence.

1. Revenue quality — share recurring/subscription, customer concentration, diversification, cyclicality in the last two downturns.
2. Growth quality — 5- and 10-year organic revenue and EPS/FCF per share growth; is growth driven by volume, price or acquisitions?
3. Profitability — gross, operating and FCF margins over 10 years: level, trend, and stability through downturns. Compare with peers.
4. Returns on capital — ROIC (state your formula) and ROE vs. an estimated cost of capital, each year for 10 years; returns on incremental capital. Rough guide: sustained ROIC >15% excluding goodwill effects scores high.
5. Cash conversion — FCF / net income, capex / depreciation, stock-based compensation as % of revenue and FCF, working-capital trend. Flag any gap between reported earnings and cash.
6. Balance sheet strength — net debt / EBITDA, interest coverage, debt maturities, goodwill as % of assets, off-balance-sheet obligations.
7. Competitive position and moat — market share trend, pricing power evidence, moat source(s), and the most credible threat.
8. Management and capital allocation — track record of buybacks, M&A, dividends and reinvestment; insider ownership; incentive metrics; candour in past guidance.

Then: weigh the pillars (returns on capital, cash conversion and moat matter most), identify the weakest link, and stress-test the verdict — what would a short seller argue?

## Required output
- Headline answer first: one sentence — "[COMPANY NAME] is / is not a high-quality business because…" with confidence (High / Medium / Low)
- Quality scorecard: pillar | score 1–5 | key evidence | trend (improving / stable / deteriorating)
- 10-year table: revenue growth, operating margin, FCF margin, ROIC, FCF/net income, net debt/EBITDA
- Overall rating: Exceptional (compounder) / High / Average / Low quality, with total score out of 40
- Peer comparison: how the company ranks vs. [COMPARABLE COMPANIES] on the four most important pillars
- Top 3 quality strengths and top 3 red flags
- What would downgrade the verdict, and which metric to watch each quarter

## Consistency check
Reconcile all totals and growth rates across tables before finishing. If figures from different sources conflict, show both and say which you rely on and why.

## Failure modes to avoid
Do not confuse a famous brand or a rising share price with business quality. Do not let one strong pillar hide a weak one. Do not ignore stock-based compensation or acquisition-driven growth. Do not assess valuation — a high-quality business can still be overpriced.

## Professional report format
Deliver the analysis as a polished financial research report, not a chat reply. Use the language of the user's request. Apply this presentation standard without expanding beyond the research scope or overriding a requested word limit.

- Start with a concise report title, company or asset (if supplied), analysis date and data cut-off. If the cut-off is unknown, state that; do not invent it. Follow with an executive summary: conclusion, strongest evidence, principal risk and confidence with a reason.
- Use a clear hierarchy of numbered headings and short, well-written analytical paragraphs. Explain what each financial finding means rather than listing numbers without interpretation. Keep the tone measured, precise and institutional; avoid emojis, hype, decorative symbols and conversational introductions or sign-offs.
- Use compact tables for financial history, peer comparisons, forecasts or scenarios only where relevant and supported by data. Split wide tables into smaller ones suitable for a portrait A4 page. Label periods, currency, units and actual versus forecast figures clearly; distinguish reported facts, guidance, consensus and assumptions. Use consistent decimal precision and explain metric definitions. Mark missing values as unavailable, never as zero.
- Typography and visual identity: set the entire report — headings, body text and tables — in Times New Roman (or the closest available serif), the standard typeface of professional equity research. Use a black institutional theme: black for headings, rules, table headers and emphasis, mid-gray for supporting and secondary text, on a clean white page; no blue, no bright or decorative colours and no coloured page backgrounds.
- Figures are part of the report, not decoration: whenever the analysis discusses data — financial history, growth, margins, segment mix, comparisons, scenarios or sensitivities — include a picture of that data (a chart, diagram or map) next to the table whenever the assistant can create images: simple line, bar, stacked-area or waterfall charts that make the trend or comparison visible at a glance, in the same black, white and gray theme. Number figures in order (Figure 1, Figure 2, ...), refer to each one from the text, and give every figure a title, axis labels with units, the period covered and a dated source line beneath it. Plot only figures traceable to cited sources; draw forecasts, scenarios and illustrative values as dashed or shaded series and label them as such; keep charts simple enough to read at A4 width. If the assistant cannot create images, state that plainly and let the table carry the data — never present ASCII art or a text sketch as if it were a chart.
- Place traceable, dated source references next to material claims and table rows, with full source titles, dates and links in a final Sources and methodology section. Do not fabricate sources. Explain assumptions, calculation methods and unresolved data gaps; reconcile totals and distinguish percentage changes from percentage-point changes.
- Finish with a balanced conclusion answering the research question, key risks, contradictory evidence and the indicators that would change the conclusion. Include the analytical-exercise, not-investment-advice limitation.
- Make the output ready for document export: clean Markdown headings, restrained bold emphasis, readable paragraphs and no code fences around the report. Avoid ASCII art, oversized tables and empty decorative cover pages. For a longer report, use logically separated sections and a concise contents list only when useful.
- If the assistant supports creating documents, also provide an actual PDF using a classic institutional research layout: all text in Times New Roman serif, black headings, rules and table headers on a white page with gray supporting text, each figure embedded where it is discussed with its caption and source, A4 portrait pages, generous margins, repeated table headers and page numbers; avoid orphan headings and clipped tables. Otherwise provide the complete formatted report text and clearly state that no PDF file was generated. Never claim an attachment exists unless it was actually created.

## Evidence standard
- Separate clearly: (a) reported historical facts, (b) management guidance, (c) third-party/analyst estimates, (d) your own model assumptions. Label each.
- Cite dated, traceable sources for every material claim. Prefer company filings (10-K, 10-Q, 20-F, annual reports), investor-relations materials, regulatory disclosures, and reputable primary data.
- Do not invent figures, citations, or quotes. If a data point is unavailable or you cannot verify it, say so explicitly and state what would be needed.
- Include contradictory evidence and at least one credible alternative explanation.
- State when a method is unsuitable or incomplete for this situation.
- This is an analytical exercise, not investment advice. Keep the analysis separate from any decision.
1232 words · 8006 chars3 unfilled

Example output structure

Illustrative only — shows the shape of the deliverable, not real analysis.

Illustrative · Quality Verdict: Is This a High-Quality Business?

  • 01Headline answer first: one sentence — "[COMPANY NAME] is / is not a high-quality business because…" with confidence (High / Medium / Low)
  • 02Quality scorecard: pillar | score 1–5 | key evidence | trend (improving / stable / deteriorating)
  • 0310-year table: revenue growth, operating margin, FCF margin, ROIC, FCF/net income, net debt/EBITDA
  • 04Overall rating: Exceptional (compounder) / High / Average / Low quality, with total score out of 40
  • 05Peer comparison: how the company ranks vs. [COMPARABLE COMPANIES] on the four most important pillars
  • 06Top 3 quality strengths and top 3 red flags
  • 07What would downgrade the verdict, and which metric to watch each quarter

Related frameworks

Financial Statement Analysis

Cash Flow Quality and Owner Earnings

Estimate the cash a business truly generates for owners after maintenance reinvestment.

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