{"id":1502,"date":"2026-04-09T14:07:19","date_gmt":"2026-04-09T14:07:19","guid":{"rendered":"https:\/\/mattersgraph.com\/?post_type=insight&#038;p=1502"},"modified":"2026-04-09T14:10:10","modified_gmt":"2026-04-09T14:10:10","slug":"044-part-3-of-4-measuring-moat-strength-a-practitioners-guide","status":"publish","type":"insight","link":"https:\/\/mattersgraph.com\/fr\/insights\/044-part-3-of-4-measuring-moat-strength-a-practitioners-guide\/","title":{"rendered":"044, PARTIE 3 SUR 4\u00a0: Mesurer la solidit\u00e9 des douves \u2013 Guide pratique"},"content":{"rendered":"<div  class=\"theme-block wp-block-group is-style-pull-left is-layout-flow wp-block-group-is-layout-flow\" ><p  class=\"appear-on-scroll is-style-intro wp-block-paragraph\" >This part provides a systematic methodology for quantifying moat strength across each of the seven tests. VoC questions are only as valuable as the measurement framework applied to the answers.<\/p><\/div>\n\n<h2  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>The Measurement Imperative<\/strong><\/span><\/h2>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Commercial Due Diligence teams often gather rich qualitative feedback from customer interviews but struggle to translate that feedback into investment-grade analysis. The solution is systematic measurement: converting VoC responses into quantifiable metrics that enable comparative assessment against competitors.<\/p>\n\n<h3  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Core Measurement Principles<\/strong><\/span><\/h3>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>1. Always measure comparatively.<\/strong>&nbsp;A moat exists only relative to alternatives. For every metric collected on TargetCo, collect the equivalent for top 2-3 competitors.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>2. Use consistent scales.<\/strong>&nbsp;When asking qualitative questions, convert to numerical scales (1-10 ratings, time estimates, percentage likelihood) to enable aggregation and comparison.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>3. Weight by customer value.<\/strong>&nbsp;Not all customer opinions are equal. Weight responses by customer revenue, strategic importance, or tenure to avoid skewing toward vocal but less valuable customers.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>4. Triangulate sources.<\/strong>&nbsp;Validate customer claims against churned customers, prospects who chose competitors, and channel partners. Inconsistencies reveal where moat claims are weakest.<\/p>\n\n<hr  class=\"appear-on-scroll wp-block-separator has-alpha-channel-opacity\" \/>\n\n<h2  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Measurement Framework for Each Moat Test<\/strong><\/span><\/h2>\n\n<h3  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Test 1: Switching Cost Asymmetry\u2014Measurement Guide<\/strong><\/span><\/h3>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Primary Metric: Switching Friction Score (1-10)<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Ask customers to rate the difficulty of switching to an alternative (1=trivial, 10=extremely difficult).<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Calculate average for TargetCo and each top competitor. TargetCo&#8217;s moat exists if its score exceeds competitors by 2+ points.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Secondary Metrics:<\/p>\n\n<ul  class=\"appear-on-scroll-children wp-block-list\" >\n<li><strong>Estimated replacement timeline<\/strong>\u00a0(in months): Compare average across TargetCo vs. competitor customers<\/li>\n\n\n\n<li><strong>Percentage of customers who&#8217;ve evaluated alternatives in past 12 months:<\/strong>\u00a0Lower = stronger moat<\/li>\n\n\n\n<li><strong>Net revenue retention:<\/strong>\u00a0Above 100% indicates expansion exceeds churn\u2014compare to competitor benchmarks<\/li>\n<\/ul>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>Comparative Benchmark:<\/strong>&nbsp;Interview no less than 30-40 customers of TargetCo AND no less than 30-40 customers of primary competitor asking identical questions. Moat confirmed if TargetCo&#8217;s switching friction score is statistically higher.<\/p>\n\n<h3  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Test 2: Brand Equity\u2014Measurement Guide<\/strong><\/span><\/h3>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Primary Metric: Price Premium Tolerance<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Ask customers: &#8220;What percentage price increase would cause you to actively evaluate alternatives?&#8221; Calculate the average for TargetCo vs. competitors. Higher tolerance = stronger brand moat.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Secondary Metrics:<\/p>\n\n<ul  class=\"appear-on-scroll-children wp-block-list\" >\n<li><strong>Unprompted brand recall:<\/strong>\u00a0Percentage of prospects who name TargetCo first when asked &#8220;Who comes to mind in this category?&#8221;<\/li>\n\n\n\n<li><strong>Consideration set position:<\/strong>\u00a0Percentage of deals where TargetCo is in final 2-3 considered vs. competitors<\/li>\n\n\n\n<li><strong>Customer acquisition cost<\/strong>\u00a0(if available): Lower CAC relative to competitors indicates brand-driven inbound demand<\/li>\n<\/ul>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>Comparative Benchmark:<\/strong>&nbsp;Conduct identical brand perception survey for TargetCo and competitors. Moat confirmed if TargetCo demonstrates measurably higher price tolerance AND higher unprompted recall.<\/p>\n\n<h3  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Test 3: Network Effects\u2014Measurement Guide<\/strong><\/span><\/h3>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Primary Metric: Value-Per-User Trajectory<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Ask customers at different tenure lengths: &#8220;On a scale of 1-10, how valuable is [TargetCo] to you today?&#8221;<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Plot average score by tenure cohort. True network effects show increasing scores with longer tenure AND larger network scale.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Secondary Metrics:<\/p>\n\n<ul  class=\"appear-on-scroll-children wp-block-list\" >\n<li><strong>Multi-tenanting rate:<\/strong>\u00a0Percentage of customers using TargetCo alongside a direct competitor. Higher rate = weaker network effects<\/li>\n\n\n\n<li><strong>New geography\/market ramp time:<\/strong>\u00a0How quickly do new markets reach value parity with mature markets? Faster = weaker network effects (value is not network-dependent)<\/li>\n\n\n\n<li><strong>Referral rate by cohort:<\/strong>\u00a0Do longer-tenured users refer more? Increasing referral with tenure suggests network value increasing<\/li>\n<\/ul>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>Comparative Benchmark:<\/strong>&nbsp;Compare value-per-user curves between TargetCo and competitors. Moat confirmed if TargetCo&#8217;s curve is steeper (value increases faster with scale\/tenure).<\/p>\n\n<h3  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Test 4: Data Advantage\u2014Measurement Guide<\/strong><\/span><\/h3>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Primary Metric: Insight Uniqueness Score (1-10)<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Ask customers: &#8220;Can you get equivalent insights from any other vendor?&#8221; (1=identical insights available elsewhere, 10=completely unique to TargetCo).<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Calculate average and compare to competitors.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Secondary Metrics:<\/p>\n\n<ul  class=\"appear-on-scroll-children wp-block-list\" >\n<li><strong>Prediction accuracy gap:<\/strong>\u00a0If TargetCo makes predictions, measure accuracy vs. competitors or vs. baseline<\/li>\n\n\n\n<li><strong>Willingness to pay for insights:<\/strong>\u00a0Percentage of customers who would pay a premium specifically for TargetCo&#8217;s data-driven features<\/li>\n\n\n\n<li><strong>Data replication timeline:<\/strong>\u00a0Ask technical buyers how long a new entrant would need to match TargetCo&#8217;s data capabilities<\/li>\n<\/ul>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>Comparative Benchmark:<\/strong>&nbsp;Moat confirmed if TargetCo&#8217;s insight uniqueness score exceeds competitors by 2+ points AND customers estimate 3+ years for competitors to replicate data advantage.<\/p>\n\n<h3  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Test 5: Ecosystem Lock-In\u2014Measurement Guide<\/strong><\/span><\/h3>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Primary Metric: Integration Depth Score<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Count number of systems integrated with TargetCo per customer, weighted by integration type:<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Bilateral integrations = 1 point; Architectural integrations = 3 points.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Calculate average and compare to competitors.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Secondary Metrics:<\/p>\n\n<ul  class=\"appear-on-scroll-children wp-block-list\" >\n<li><strong>Custom workflow count:<\/strong>\u00a0Number of proprietary workflows, automations, or reports built on TargetCo&#8217;s platform<\/li>\n\n\n\n<li><strong>Estimated switching cost<\/strong>\u00a0(in dollars or person-months): Ask IT\/operations leads to quantify<\/li>\n\n\n\n<li><strong>System of record status:<\/strong>\u00a0Percentage of customers for whom TargetCo is primary data source for any critical function<\/li>\n<\/ul>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>Comparative Benchmark:<\/strong>&nbsp;Moat confirmed if TargetCo&#8217;s integration depth score exceeds competitors by 50%+ AND average switching cost estimate exceeds 6 months of platform spend.<\/p>\n\n<h3  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Test 6: Cost Advantage\u2014Measurement Guide<\/strong><\/span><\/h3>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Primary Metric: Perceived Price Position<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Ask customers and prospects: &#8220;How does [TargetCo]&#8217;s pricing compare to alternatives?&#8221; (1=much more expensive, 5=same, 10=much less expensive).<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Calculate average.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Secondary Metrics:<\/p>\n\n<ul  class=\"appear-on-scroll-children wp-block-list\" >\n<li><strong>Gross margin comparison:<\/strong>\u00a0Compare TargetCo&#8217;s gross margin to competitors (from financial data if available)<\/li>\n\n\n\n<li><strong>Unit cost or cost-to-serve:<\/strong>\u00a0If measurable, compare directly<\/li>\n\n\n\n<li><strong>Source of cost advantage:<\/strong>\u00a0Categorize as structural (scale, proprietary process, input access) vs. operational (efficiency, management). Only structural sources are durable<\/li>\n<\/ul>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>Comparative Benchmark:<\/strong>&nbsp;Moat confirmed if TargetCo demonstrates measurably lower cost position AND the advantage stems from structural sources requiring 3+ years and significant capital for competitors to replicate.<\/p>\n\n<h3  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Test 7: Distribution Advantage\u2014Measurement Guide<\/strong><\/span><\/h3>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Primary Metric: Channel Reach Score<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Ask customers: &#8220;How easy is it to find and purchase [TargetCo]&#8217;s products compared to alternatives?&#8221; (1=much harder, 5=same, 10=much easier).<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Calculate average.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">Secondary Metrics:<\/p>\n\n<ul  class=\"appear-on-scroll-children wp-block-list\" >\n<li><strong>Geographic coverage:<\/strong>\u00a0Percentage of target markets where TargetCo has direct presence vs. competitors<\/li>\n\n\n\n<li><strong>Channel exclusivity:<\/strong>\u00a0Percentage of channel partners carrying TargetCo exclusively or preferentially<\/li>\n\n\n\n<li><strong>Customer acquisition source mix:<\/strong>\u00a0Percentage of customers acquired through proprietary channels vs. shared channels<\/li>\n\n\n\n<li><strong>Sales rep density:<\/strong>\u00a0Number of customer-facing personnel per target account or territory<\/li>\n<\/ul>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>Comparative Benchmark:<\/strong>&nbsp;Moat confirmed if TargetCo&#8217;s channel reach score exceeds competitors by 2+ points AND distribution infrastructure would require 3+ years and significant capital for competitors to replicate.<\/p>\n\n<hr  class=\"appear-on-scroll wp-block-separator has-alpha-channel-opacity\" \/>\n\n<h2  class=\"appear-on-scroll wp-block-heading\" ><span class=\"text\"><strong>Aggregating Moat Measurements into Investment-Grade Analysis<\/strong><\/span><\/h2>\n\n<p class=\"appear-on-scroll wp-block-paragraph\">After measuring each moat test comparatively, aggregate findings into a Moat Scorecard:<\/p>\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>Moat Test<\/td><td>TargetCo Score<\/td><td>Competitor A<\/td><td>Competitor B<\/td><td>Gap<\/td><td>Status<\/td><\/tr><tr><td>Switching Costs<\/td><td>7.2<\/td><td>5.1<\/td><td>4.8<\/td><td>+2.1<\/td><td>Compounding<\/td><\/tr><tr><td>Brand Equity<\/td><td>6.5<\/td><td>6.2<\/td><td>5.9<\/td><td>+0.4<\/td><td>Defending<\/td><\/tr><tr><td>Network Effects<\/td><td>4.3<\/td><td>6.1<\/td><td>5.5<\/td><td>-1.8<\/td><td>Decaying<\/td><\/tr><tr><td>Data Advantage<\/td><td>7.8<\/td><td>4.2<\/td><td>4.5<\/td><td>+3.5<\/td><td>Compounding<\/td><\/tr><tr><td>Ecosystem Lock-In<\/td><td>6.9<\/td><td>5.5<\/td><td>5.1<\/td><td>+1.5<\/td><td>Compounding<\/td><\/tr><tr><td>Cost Advantage<\/td><td>5.2<\/td><td>5.5<\/td><td>6.8<\/td><td>-0.6<\/td><td>Defending<\/td><\/tr><tr><td>Distribution<\/td><td>7.1<\/td><td>6.2<\/td><td>5.8<\/td><td>+1.0<\/td><td>Compounding<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><strong>Interpretation:<\/strong>&nbsp;In this example, TargetCo has 4 compounding moats (switching costs, data, ecosystem, distribution), 2 defending moats (brand, cost), and 1 decaying moat (network effects). This suggests a strong acquisition candidate with genuine competitive advantages, though the network effects weakness warrants investigation.<\/p>\n\n<p class=\"appear-on-scroll wp-block-paragraph\"><a href=\"https:\/\/www.mattersgraph.com\/briefs\/articles\/part-4-of-4-moat-dynamics-and-investment-decisions\/\" target=\"_blank\" rel=\"noreferrer noopener\"><em>Continue to 044, Part 4: Moat Dynamics and Investment Decisions<\/em><\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>Cette section pr\u00e9sente une m\u00e9thodologie syst\u00e9matique pour quantifier la solidit\u00e9 de l&#039;avantage concurrentiel dans chacun des sept tests. La pertinence des questions relatives \u00e0 la voix du client (VoC) d\u00e9pend de la qualit\u00e9 du cadre de mesure appliqu\u00e9 aux r\u00e9ponses.<\/p>","protected":false},"author":[39],"featured_media":0,"template":"","meta":{"featured_image_background_position":"","promoted":false,"promoted-priority":0,"footnotes":""},"sector":[],"topic":[98,147],"audience":[],"insight-category":[144],"class_list":["post-1502","insight","type-insight","status-publish","hentry","topic-competitive-position","topic-moats","insight-category-competitive-position","author-mark-stein"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>044, PART 3 OF 4: Measuring Moat Strength\u2014a Practitioner&#039;s Guide - GRAPH Strategy LLC<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mattersgraph.com\/fr\/insights\/044-part-3-of-4-measuring-moat-strength-a-practitioners-guide\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"044, PART 3 OF 4: Measuring Moat Strength\u2014a Practitioner&#039;s Guide - GRAPH Strategy LLC\" \/>\n<meta property=\"og:description\" content=\"This part provides a systematic methodology for quantifying moat strength across each of the seven tests. 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