# Releva\.AI: Autonomous Customer Value Optimization for Mid\-Market eCommerce

> Releva predicts customer lifetime value, personalizes every touchpoint, and automates across email, SMS, WhatsApp, push, web, and app\. 250\+ B2C brands, 15\+ countries\. 80% prediction accuracy, 7\.7x CLV\.

Generated by Yoast SEO v28.5, this is an llms.txt file, meant for consumption by LLMs.

## Pages
- [Plan Releva Flagship](https://releva.ai/plan-releva-flagship/)
- [Home Page](https://releva.ai/)
- [Performance Marketers](https://releva.ai/performance-marketers/)
- [Retention](https://releva.ai/retention/)
- [Partner Program](https://releva.ai/partner-program/)

## Posts
- [THE 5X STAT EVERYONE QUOTES IS WRONG\. THE REAL NUMBER IS WORSE\.](https://releva.ai/blog/customer-retention-vs-acquisition-cost/): Everyone quotes the stat: acquiring a new customer costs 5x more than retaining one\. The stat comes from Frederick Reichheld's research at Bain \& Company in the 1990s, based on credit card and insurance industry data that predates the internet\. In 2026, the real ratio is 5\-25x\. Customer acquisition costs have risen 222% in five years\. Ecommerce brands lose an average of $29 on every new customer they acquire\. And yet 44% of businesses still prioritize acquisition over retention\. The problem is not the budget split\. The problem is that your entire marketing stack is architecturally optimized for acquisition and structurally incapable of retention\. Here is what the retention architecture actually requires\.
- [YOU HAVE FIVE ABANDONMENT PROBLEMS\. YOUR KLAVIYO FLOW SOLVES ONE](https://releva.ai/blog/five-abandonment-problems-klaviyo/): Your Klaviyo abandoned cart flow triggers on "Checkout Started\." It sends email and SMS\. It shows what was in the cart\. That is the industry standard\. It is also the worst\-case architecture for abandonment recovery\. Cart abandonment is the fifth and final failure point in a journey that starts with search abandonment, moves through browse and category abandonment, passes through wishlist abandonment, and only then reaches the cart\. Your flow addresses one stage, through two channels, with zero value intelligence\. Here is what the full architecture looks like\.
- [THE WORST ADS ON FOOTBALL GAMES MAKE THE MOST IMPACT](https://releva.ai/blog/worst-ads-football-games-attribution/): Your skip button is irrelevant\. Your brain already did its job\. Robert Zajonc proved in 1968 that repeated exposure to a stimulus increases preference for it, even when the person has zero conscious memory of the exposure\. The worst ads on football games, the ones you skip, mock, and forget, are doing the heaviest cognitive lifting\. And the measurement infrastructure that decides your budget cannot see any of it\.
- [YOUR RECOMMENDATION ENGINE DOESN'T RECOMMEND\. IT RETRIEVES\.](https://releva.ai/blog/recommendation-engine-retrieval-vs-decisioning/): Your recommendation engine doesn't recommend\. It retrieves\. It finds the most similar product to what the customer already clicked\. A decisioning system finds the most valuable next action\. By month 12, the gap is 3\-5x in customer lifetime value\.
- [The Decisioning Gap: Why Gartner, Brinker, and Your CFO Are All Asking the Same Question](https://releva.ai/blog/decision-intelligence-platform-guide/): Gartner named the category\. Brinker mapped the architecture\. Nobody built the B2C version\. Here's what a decision intelligence platform does — and why your $930K martech stack still can't answer 'what should we do next?'

## Documentation
- [Importing Data](https://releva.ai/documentation/data-platform/importing-data/)
- [Standard Integration](https://releva.ai/documentation/developer-documentation/front-end-integration/)
- [Product Create / Update](https://releva.ai/documentation/sync-apis/product-update/)
- [Custom Product Card Rendering with Releva](https://releva.ai/documentation/shopify/custom-product-card-rendering-with-releva/)
- [Setting up DNS records](https://releva.ai/documentation/messaging/setting-up-dns-records/)

## Popups
- [Download popup Elementor](https://releva.ai/blog/pixpopup-item/download-popup-elementor/)
- [Cookie policy popup Elementor](https://releva.ai/blog/pixpopup-item/cookie-policy-popup-elementor/)

## Footers
- [Software Footer Elementor edited](https://releva.ai/blog/pixfooter-item/software-footer-elementor/)

## Categories
- [News](https://releva.ai/blog/category/news/)
- [Blog](https://releva.ai/blog/category/blog/)
- [Case Studies](https://releva.ai/blog/category/case-studies/)
- [Medium Turnover Goods](https://releva.ai/blog/category/case-studies/medium-turnover-goods/)
- [CEO Insights](https://releva.ai/blog/category/ceo-insights/)

## Tags
- [predictive CLV](https://releva.ai/blog/tag/predictive-clv/)
- [personalization](https://releva.ai/blog/tag/personalization/)
- [Customer Lifetime Value](https://releva.ai/blog/tag/customer-lifetime-value/)
- [ecommerce personalization](https://releva.ai/blog/tag/ecommerce-personalization/)
- [ecommerce](https://releva.ai/blog/tag/ecommerce/)

## Docs Categories
- [GDPR \& Identity APIs](https://releva.ai/documentation/category/gdpr-identity-apis/)
- [Create](https://releva.ai/documentation/category/create/)
- [Plugins](https://releva.ai/documentation/category/plugins/)
- [Profiles](https://releva.ai/documentation/category/profiles/)
- [Third\-Party Integration APIs](https://releva.ai/documentation/category/third-party-integration-apis/)

## Docs Tags
- [surveys](https://releva.ai/tag/surveys/)
- [survey](https://releva.ai/tag/survey/)
- [Dynamic coupon](https://releva.ai/tag/dynamic-coupon/)
- [Dynamic](https://releva.ai/tag/dynamic/)
- [Dynamic coupons](https://releva.ai/tag/dynamic-coupons/)

## Optional
- [Sitemap index](https://releva.ai/sitemap_index.xml)