--- title: Resources date: 2018-10-14T19:44:00+01:00 canonical_url: "https://www.ravelin.com/resources" section: Resources --- # Ravelin's insider look into fraud, payments, and secure growth. [ ![FS26 Resources Page 2400x1245px 1](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/FS26-ResourcesPage_2400x1245px-1.webp)60-page report 1. Guides 2. Fraud trends ### Global Fraud Trends 2026: New ecommerce survey report Ravelin's annual ecommerce fraud report is here – more in-depth, more useful and more detailed. Download it to boost your fraud preparedness and unlock opportunities for secure growth: • Findings from surveying 1504 merchants in 10 countries • Analysis and advice by Ravelin's Co-Founders • Sector trends for Retail, Travel, Digital Goods & Subscriptions, Marketplaces – plus year-on-year comparisons • What's working, what's not working, and what's shifting in fraud detection Download now ](https://pages.ravelin.com/fraud-trends-report-2026-ecommerce?utm_campaign=FS26-FRAUD-SURVEY-REPORT-2026_REPORT_CONTENT&utm_source=website&utm_medium=featured-resource&utm_term=featured-resource&utm_content=featured-resource) [ ![A4 Website banner 885x505px blank](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/ACR26-Agentic-Commerce-Report/A4-Website-banner-885x505px-blank.webp)27-page report 1. Guides 2. Payments fraud 3. Fraud trends ### Agentic Commerce & Fraud Report – Everything merchants need to know in 2026 A comprehensive new report exploring the prevalent AI shopping agent protocols, merchant adoption, predictions and opinions, combined with expert analysis, advice and recommendations on stopping agentic-enabled fraud. What are your peers doing about agentic, and what does AI-powered shopping mean for fraud? Get it here ](https://pages.ravelin.com/agentic-commerce-fraud-report/?utm_campaign=41701482-ACR26-AGENTIC-COMMERCE-REPORT-2026_GLOBAL_REPORT_CONTENT&utm_source=website&utm_medium=resources&utm_content=featured-resource) [ ![463 Refund Abuse Report Social images 885x505 1](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/463-Refund-Abuse-Report-Social-images-885x505-1_779fca1f718423e51f3ed36e7ab34da0-1.png)38-page report 1. Fraud trends 2. Refund abuse ### The State of Refund Abuse – 2026 consumer survey report 98% of refund abusers succeed in gaming the system. Ravelin surveyed 6200+ consumers to discover the who, the how and the why of refund abuse. Get the new report to arm yourself with knowledge and data – and protect your revenue and reputation. Read the report ](https://pages.ravelin.com/refund-abuse-trends-report-2026-survey) [ ![AI refund abuse vase](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/AI-refund-abuse-vase.png)4-min read 1. Payments fraud 2. Refund abuse ### AI-powered refund abuse and dispute fraud: The democratization of deception Your eyes can no longer be believed. With 65% of consumers saying that AI has made it easier to falsely claim refunds, what can merchants do to protect bottom lines and good customers? Read the article ](https://www.ravelin.com/blog/ai-powered-refund-abuse-dispute-fraud) ## Get our newsletter Sign up for our newsletter to get updates on key developments in fraud and payments, with reports, trends and news sent directly to your inbox. Subscribe ## A 360° view of online payments Unlock information, analysis and opportunities around online payments with Ravelin’s 46-page Global Payments Report. [Find out more](https://pages.ravelin.com/global-payments-report-2026-authentication?utm_campaign=27500402-PR26-PAYMENTS-REPORT-2026_2025_GLOBAL_REPORT_CONTENT&utm_source=website-tile) ## Explore topics you care about 1. [PRODUCT deep-dives: All our content around Ravelin's solutions, including deep-dives and how-tos](https://www.ravelin.com/resources?search=&category%5B0%5D=228587#resourceContainer) 2. [AGENTIC COMMERCE: Everything you need to protect yourself while enabling AI shopping](https://www.ravelin.com/resources?search=&category%5B0%5D=280319#resourceContainer) 3. [Our coverage of REFUND ABUSE – from articles to webinars, videos and more](https://www.ravelin.com/resources?search=&category%5B0%5D=204631#resourceContainer) 4. [RAVELIN UNIVERSITY: Learning and education for fraud teams to work smarter, not harder](https://www.ravelin.com/resources?search=&category%5B0%5D=257999#resourceContainer) Clear filters #### Looking for something specific? Industry Online retail Travel & hospitality Digital goods Marketplaces Subscriptions PSP Types Guides & reports Case studies Articles Videos Events Infographics Podcasts News Topics Fraud trends Ravelin product Ravelin University Agentic commerce Payments & payment fraud Refund abuse Account takeover Promo abuse 3DS & SCA Link analysis & graph databases Machine learning & AI Supplier fraud Fraud analytics Press release Culture Showing 34 results for Link analysis & graph databases [ ![Rich data & powerful ML: Flix and Greyhound’s revenue boost from better fraud prevention](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/274663/Flix-case-study-header.webp) ](https://www.ravelin.com/case-studies/flix-case-study-revenue-boost-from-fraud-prevention) [Case studies ### Rich data & powerful ML: Flix and Greyhound’s revenue boost from better fraud prevention ![Ashleigh](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/267519/ashleigh.webp) Ashleigh Luccini Gilera, Senior Product Marketing Manager ](https://www.ravelin.com/case-studies/flix-case-study-revenue-boost-from-fraud-prevention) [ ![How River Island used Ravelin to transform and expand its fraud strategy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/220933/River-Island-case-study-2.webp) ](https://www.ravelin.com/case-studies/river-island-transforms-fraud-strategy-with-automated-decisioning) [Case studies ### How River Island used Ravelin to transform and expand its fraud strategy ![Slack image](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/218749/slack-image.webp) Gad Mimran, Ravelin alumnus ](https://www.ravelin.com/case-studies/river-island-transforms-fraud-strategy-with-automated-decisioning) [ ![Ravelin's guide to electronics retail fraud](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/168368/174_Electronics_Retail_marketplace_ebook_Socials_885x505_%E2%80%93_1.webp) ](https://pages.ravelin.com/electronics-retail-ebook) [Guides & reports ### Ravelin's guide to electronics retail fraud ![Elektra Murphy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/116070/T02B8CU46-U02G37BTG0P-51bb20d32572-512.webp) Elektra Murphy, Website Developer & Manager (Ravelin alumna) ](https://pages.ravelin.com/electronics-retail-ebook) [ ![Food delivery marketplace fraud eBook](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/154818/142_Food_Delivery_Marketplace_eBook_Socials_885x505_%E2%80%93_1.webp) ](https://pages.ravelin.com/food-delivery-fraud-ebook) [Guides & reports News ### Food delivery marketplace fraud eBook ![Elektra Murphy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/116070/T02B8CU46-U02G37BTG0P-51bb20d32572-512.webp) Elektra Murphy, Website Developer & Manager (Ravelin alumna) ](https://pages.ravelin.com/food-delivery-fraud-ebook) [ ![Your guide to online fashion fraud](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/148831/132_Fashion_Fraud_eBook_Socials_885x505.webp) ](https://pages.ravelin.com/fashion-fraud-ebook) [Guides & reports ### Your guide to online fashion fraud ![Elektra Murphy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/116070/T02B8CU46-U02G37BTG0P-51bb20d32572-512.webp) Elektra Murphy, Website Developer & Manager (Ravelin alumna) ](https://pages.ravelin.com/fashion-fraud-ebook) [ ![Fashion retail infographic: Industry pulse, challenges and fraud risks](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/145263/081_Infographics_Fashion-1.webp) ](https://www.ravelin.com/infographics/fashion-retail) [Infographics ### Fashion retail infographic: Industry pulse, challenges and fraud risks ![Elektra Murphy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/116070/T02B8CU46-U02G37BTG0P-51bb20d32572-512.webp) Elektra Murphy, Website Developer & Manager (Ravelin alumna) ](https://www.ravelin.com/infographics/fashion-retail) Load more <![CDATA[YII-BLOCK-BODY-END]]> #### Looking for something specific? Industry Online retail Travel & hospitality Digital goods Marketplaces Subscriptions PSP Types Guides & reports Case studies Articles Videos Events Infographics Podcasts News Topics Fraud trends Ravelin product Ravelin University Agentic commerce Payments & payment fraud Refund abuse Account takeover Promo abuse 3DS & SCA Link analysis & graph databases Machine learning & AI Supplier fraud Fraud analytics Press release Culture Showing 34 results for Link analysis & graph databases [ ![Rich data & powerful ML: Flix and Greyhound’s revenue boost from better fraud prevention](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/274663/Flix-case-study-header.webp) ](https://www.ravelin.com/case-studies/flix-case-study-revenue-boost-from-fraud-prevention) [Case studies ### Rich data & powerful ML: Flix and Greyhound’s revenue boost from better fraud prevention ![Ashleigh](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/267519/ashleigh.webp) Ashleigh Luccini Gilera, Senior Product Marketing Manager ](https://www.ravelin.com/case-studies/flix-case-study-revenue-boost-from-fraud-prevention) [ ![How River Island used Ravelin to transform and expand its fraud strategy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/220933/River-Island-case-study-2.webp) ](https://www.ravelin.com/case-studies/river-island-transforms-fraud-strategy-with-automated-decisioning) [Case studies ### How River Island used Ravelin to transform and expand its fraud strategy ![Slack image](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/218749/slack-image.webp) Gad Mimran, Ravelin alumnus ](https://www.ravelin.com/case-studies/river-island-transforms-fraud-strategy-with-automated-decisioning) [ ![Ravelin's guide to electronics retail fraud](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/168368/174_Electronics_Retail_marketplace_ebook_Socials_885x505_%E2%80%93_1.webp) ](https://pages.ravelin.com/electronics-retail-ebook) [Guides & reports ### Ravelin's guide to electronics retail fraud ![Elektra Murphy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/116070/T02B8CU46-U02G37BTG0P-51bb20d32572-512.webp) Elektra Murphy, Website Developer & Manager (Ravelin alumna) ](https://pages.ravelin.com/electronics-retail-ebook) [ ![Food delivery marketplace fraud eBook](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/154818/142_Food_Delivery_Marketplace_eBook_Socials_885x505_%E2%80%93_1.webp) ](https://pages.ravelin.com/food-delivery-fraud-ebook) [Guides & reports News ### Food delivery marketplace fraud eBook ![Elektra Murphy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/116070/T02B8CU46-U02G37BTG0P-51bb20d32572-512.webp) Elektra Murphy, Website Developer & Manager (Ravelin alumna) ](https://pages.ravelin.com/food-delivery-fraud-ebook) [ ![Your guide to online fashion fraud](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/148831/132_Fashion_Fraud_eBook_Socials_885x505.webp) ](https://pages.ravelin.com/fashion-fraud-ebook) [Guides & reports ### Your guide to online fashion fraud ![Elektra Murphy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/116070/T02B8CU46-U02G37BTG0P-51bb20d32572-512.webp) Elektra Murphy, Website Developer & Manager (Ravelin alumna) ](https://pages.ravelin.com/fashion-fraud-ebook) [ ![Fashion retail infographic: Industry pulse, challenges and fraud risks](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_885x505_crop_center-center_50_line_ns/145263/081_Infographics_Fashion-1.webp) ](https://www.ravelin.com/infographics/fashion-retail) [Infographics ### Fashion retail infographic: Industry pulse, challenges and fraud risks ![Elektra Murphy](https://storage.googleapis.com/ravelin-website-assets-production/assets/images/_33x33_crop_center-center_none_ns/116070/T02B8CU46-U02G37BTG0P-51bb20d32572-512.webp) Elektra Murphy, Website Developer & Manager (Ravelin alumna) ](https://www.ravelin.com/infographics/fashion-retail) Load more