Frameworks · White Paper

Building Market Attractiveness Scorecards

Practical guidance on designing, calibrating and defending market attractiveness scorecards.

Author
Ankit Pandya
Published
November 18, 2024
Length
34 pages · 14 min read
Format
Researched PDF report
Building Market Attractiveness Scorecards cover
StratexecuteFrameworks
Section 02

Executive Summary

A public preview — roughly a quarter of the full report.

Scorecards fail when weights are arbitrary, criteria overlap, and evidence thresholds are missing.

This paper walks through the design choices that make a scorecard defensible: criterion independence, weight calibration and evidence hierarchy.

Section 03

Key Insights

Recommended criteria
8–12

more becomes noise, fewer hides risk.

Re-scoring cadence
Annual

markets move, scorecards must too.

Strategic recommendations

  • 01Test for criterion independence.
  • 02Calibrate weights with historical outcome data.

Framework at a glance

The full report includes the visual framework, scoring rubrics and worked examples from anonymised client engagements.

Ch. 1 · Choosing Criteria That Don't OverlapVisual
Ch. 2 · Calibrating WeightsVisual
Ch. 3 · Defending The ScorecardVisual
Section 04

Table of Contents

  1. 01

    Choosing Criteria That Don't Overlap

    Independence tests and proxies.

  2. 02

    Calibrating Weights

    Outcome-based weight tuning.

  3. 03

    Defending The Scorecard

    How to brief a board on the model.

Ankit Pandya
About the author

Ankit Pandya

Founder, Stratexecute

Ankit has led market expansion programs across cross-border engagements over the past two decades, working with founders and CXOs to convert ambition into disciplined execution. His frameworks are used inside Fortune 500 strategy teams and early-stage challengers alike.

Prior to founding Stratexecute, Ankit led international growth practices at two global consulting firms and served on the operating committees of three category leaders. He writes regularly on market entry discipline and stage-gated expansion.

Section 06 · Gated download

Download the complete white paper.

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  • Full chapter PDF with diagrams and rubrics
  • Editable scorecard worksheets
  • Quarterly research updates from Stratexecute
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Frequently asked

Questions about this paper

Is a 100-point scorecard better than a 5-point one?+

No — granularity beyond what evidence supports is false precision.