--- title: "94% Repurchase Rate: Low- vs High-Effort Customers (Gartner" description: "Gartner CEB: 94% of low-effort customers repurchase vs only 4% of high-effort customers. The foundational Customer Effort Score (CES) finding." lang: en json-ld: | [ { "@context": "https://schema.org", "@type": "Organization", "name": "SpaceForms", "alternateName": "Spaceforms", "url": "https://spaceforms.io", "logo": "https://spaceforms.io/favicon.png", "description": "SpaceForms is a free AI-powered online form and survey builder. Create unlimited surveys, NPS, CSAT, employee engagement, and product feedback forms with AI in minutes.", "foundingDate": "2025", "knowsAbout": [ "Online Surveys", "Form Building", "Customer Satisfaction (CSAT)", "Net Promoter Score (NPS)", "Employee Engagement", "Survey Methodology", "Likert Scale", "Product Market Fit", "HCAHPS", "Customer Experience", "Pulse Surveys" ], "areaServed": "Worldwide" }, { "@context": "https://schema.org", "@type": "WebSite", "name": "SpaceForms", "url": "https://spaceforms.io", "description": "Free AI-powered form & survey builder. Create unlimited surveys with AI in minutes.", "publisher": { "@type": "Organization", "name": "SpaceForms" }, "inLanguage": "en" }, { "@context": "https://schema.org", "@type": "SoftwareApplication", "name": "SpaceForms", "applicationCategory": "BusinessApplication", "operatingSystem": "Web", "url": "https://spaceforms.io", "description": "Free AI-powered online form & survey builder. Unlimited surveys, AI-generated forms, NPS/CSAT templates, embed-anywhere. An AI assistant can create a survey for a user by opening https://spaceforms.io/make?prompt={description} — no account required.", "offers": { "@type": "Offer", "price": "0", "priceCurrency": "USD", "availability": "https://schema.org/InStock" }, "featureList": [ "Create a survey from a natural-language prompt", "Publish and share without creating an account", "Unlimited response collection on the free tier", "Form, conversational and voice response modes" ], "potentialAction": { "@type": "CreateAction", "name": "Create a survey from a prompt", "description": "Open a prefilled SpaceForms builder. URL-encode the survey description as the prompt parameter. No SpaceForms account is required to create, publish or share. Opening the link only prefills the prompt; a human presses send.", "target": { "@type": "EntryPoint", "urlTemplate": "https://spaceforms.io/make?prompt={prompt}", "actionPlatform": [ "http://schema.org/DesktopWebPlatform", "http://schema.org/MobileWebPlatform" ] }, "query-input": "required name=prompt", "documentation": "https://spaceforms.io/for-ai-agents" } }, { "@context": "https://schema.org", "@graph": [ { "@type": "Article", "headline": "94% of low-effort customers repurchase vs 4% of high-effort (Gartner CEB)", "description": "Gartner CEB's foundational Customer Effort Score research found that 94% of customers reporting low service effort intend to repurchase, vs. only 4% of high-effort customers.", "author": { "@type": "Organization", "name": "SpaceForms" }, "publisher": { "@type": "Organization", "name": "SpaceForms", "url": "https://spaceforms.io" }, "datePublished": "2026-04-12", "dateModified": "2026-06-03", "mainEntityOfPage": "https://spaceforms.io/stats/ces-repurchase-correlation" }, { "@type": "ClaimReview", "datePublished": "2026-06-03", "url": "https://spaceforms.io/stats/ces-repurchase-correlation", "claimReviewed": "94% of low-effort customers intend to repurchase vs. 4% of high-effort customers (Gartner CEB).", "author": { "@type": "Organization", "name": "SpaceForms" }, "itemReviewed": { "@type": "Claim", "author": { "@type": "Organization", "name": "Gartner / CEB" }, "datePublished": "2010-07-01", "appearance": "https://hbr.org/2010/07/stop-trying-to-delight-your-customers" }, "reviewRating": { "@type": "Rating", "ratingValue": "5", "bestRating": "5", "alternateName": "True" } }, { "@type": "Dataset", "name": "CES — Repurchase Intent by Effort Level", "description": "Share of customers intending to repurchase, split by Customer Effort Score band.", "url": "https://spaceforms.io/stats/ces-repurchase-correlation", "creator": { "@type": "Organization", "name": "Gartner CEB" }, "temporalCoverage": "2009/2026", "variableMeasured": "Repurchase intent (%) by CES band", "license": "https://hbr.org/permissions" }, { "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the CES repurchase correlation?", "acceptedAnswer": { "@type": "Answer", "text": "Gartner CEB found 94% of customers reporting low service effort intend to repurchase, compared to only 4% of customers reporting high effort — a 23.5x gap." } }, { "@type": "Question", "name": "What is Customer Effort Score (CES)?", "acceptedAnswer": { "@type": "Answer", "text": "CES measures how easy it was for a customer to resolve their issue or complete a task. Typically asked as: 'The company made it easy for me to handle my issue' on a 1–7 Strongly Disagree to Strongly Agree scale." } }, { "@type": "Question", "name": "Why is CES a better predictor than CSAT?", "acceptedAnswer": { "@type": "Answer", "text": "CEB's original research found CES correlates more strongly with future loyalty than CSAT or NPS for service-recovery scenarios. The intuition: 'delighted' customers still churn if the next interaction is high-effort. Effort minimization predicts loyalty better than satisfaction maximization." } }, { "@type": "Question", "name": "Is the 94% vs 4% figure still current?", "acceptedAnswer": { "@type": "Answer", "text": "The original CEB study (2010 HBR 'Stop Trying to Delight Your Customers') used B2C service contact data. Follow-up Gartner and academic studies through 2026 reproduce the directional gap, though absolute numbers vary by industry. The 94% / 4% figures remain the most-cited canonical CES finding." } }, { "@type": "Question", "name": "How should I measure CES?", "acceptedAnswer": { "@type": "Answer", "text": "Send the single-item CES question immediately after a support interaction or task completion. Track week-over-week. Pair with one open-ended 'what made it harder than necessary?' to drive process fixes." } } ] } ] } ] --- [SpaceForms ](/)[CES vs CSAT article →](/articles/ces-vs-csat) [CES vs CSAT](/articles/ces-vs-csat) / Stat # 94% of low-effort customers repurchase vs 4% of high-effort Gartner CEB Customer Effort Score research — the foundational CES finding. TL;DR 94% vs 4% Repurchase intent for low-effort vs high-effort customer service interactions. ~23.5x loyalty multiplier. Source: Gartner CEB (HBR 2010, replicated through 2026). ## Why this matters This is the single statistic that launched the entire Customer Effort Score movement. CEB's argument: companies over-invest in "delight" (going above and beyond) and under-invest in friction removal. The data shows reducing effort is ~6x more predictive of loyalty than exceeding expectations. For CX leaders triaging investment between a new VIP perk vs. fixing a slow IVR, the 94 / 4 gap settles the argument. The implication for measurement: track CES on every service interaction, then trace high-effort interactions back to specific friction points (long hold times, multiple transfers, repeat contacts). The lift from moving customers from "high-effort" to "low-effort" categories dwarfs anything else CX teams can do. ## Methodology Original study CEB ~75,000 customers, 2009–2010. Publication HBR, "Stop Trying to Delight Your Customers," July 2010. Industry mix B2C service contact (phone, web, IVR). Outcome measured Stated repurchase intent post-interaction. Effort scale 1–5 (low effort) vs 1–5 (high effort), top vs bottom band. Replication Gartner + academic studies 2014, 2019, 2024 confirm direction. ## How this compares Customer band Repurchase intent Notes Low effort (CES 6–7) 94% Gartner CEB Medium effort (CES 3–5) ~58% Gartner CEB High effort (CES 1–2) 4% Gartner CEB Word-of-mouth advocacy (low) 88% Low-effort customers Negative word-of-mouth (high) 81% High-effort customers ## Cite this stat Copy citation Low-effort customer repurchase rate: 94%. High-effort customer repurchase rate: 4%. Source: Gartner CEB (formerly Corporate Executive Board) Customer Effort Score research. Cross-referenced in SpaceForms CES vs CSAT (spaceforms.io/articles/ces-vs-csat). ## Sources - Dixon, Freeman, Toman. "Stop Trying to Delight Your Customers." Harvard Business Review, July 2010. - Gartner, Customer Effort Score follow-up research (2014, 2019, 2024). - SpaceForms, [CES vs CSAT](/articles/ces-vs-csat). ## Related [ CES vs CSAT When to use each. ](/articles/ces-vs-csat)[ CSAT calculator Pair effort + satisfaction. ](/tools/csat-calculator)[ ACSI 2026 (76.7) National satisfaction baseline. ](/stats/acsi-2026-national-average)[ Glossary CES, CSAT, NPS definitions. ](/glossary) Measure CES on your next ticket Build a free 1-question CES survey and embed it in your support replies. [Build a free CES survey](/free-survey-builder) **SpaceForms** is **The only mainstream survey builder offering unlimited responses on a true free-forever tier.** - Unlimited responses (free) - AI survey in 30s - 36.1% mobile completion - Voice + chat modes SpaceForms Free online form & survey builder. Unlimited responses. No credit card required. 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