# Best Personalization Engines - Page 10 *By [Alanna Iwuh](https://research.g2.com/insights/author/alanna-iwuh)* Personalization engines, sometimes called digital personalization engines, analyze customer data collected from outside software or from customer behavior to curate and tailor customer experiences including automated marketing efforts, websites, and product recommendations. These tools automate the process of segmenting, testing, and distributing 1:1 marketing efforts, ensuring campaigns are effective and memorable. Personalization engines are often a feature of tools utilized by marketing teams. They are often built into or integrate with [customer data platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp) and [digital experience platforms (DXP)](https://www.g2.com/categories/digital-experience-platforms-dxp). They also work closely with [content experience software](https://www.g2.com/categories/content-experience) and [A/B testing software](https://www.g2.com/categories/a-b-testing) to create a full, personalized content creation and distribution cycle. Personalization engines overlap with [e-commerce personalization software](https://www.g2.com/categories/e-commerce-personalization) in that both aim to tailor presented content to buyers; however, the former is a more generalized engine while the latter can only be used in e-commerce contexts. To qualify for inclusion in the Personalization Engine category, a product must: - Consolidate customer data across customer experience channels - Create and deliver personalized customer experiences through multiple channels - Allow users to create custom personalizations - Utilize machine learning, segmentation, and A/B testing to create customer profiles ## How Many Personalization Engines Products Does G2 Track? **Total Products under this Category:** 150 ## How Does G2 Rank Personalization Engines Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 23,300+ Authentic Reviews - 150+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Personalization Engines Is Best for Your Use Case? - **Leader:** [Insider One](https://www.g2.com/products/insider-one/reviews) - **Highest Performer:** [D·engage](https://www.g2.com/products/d-engage/reviews) - **Easiest to Use:** [Insider One](https://www.g2.com/products/insider-one/reviews) - **Top Trending:** [D·engage](https://www.g2.com/products/d-engage/reviews) - **Best Free Software:** [Braze](https://www.g2.com/products/braze/reviews) --- **Sponsored** ### Saleswings SalesWings is an AI-powered revenue acceleration platform that helps marketing, sales, and emerging agentic teams make every engagement timely, relevant, and impactful. It provides a holistic, first-party view of buyer interests, intent, and sales-readiness across leads and accounts, and is purpose-built to complement B2C marketing clouds with the missing “B2B layer.” Built for Salesforce-centric stacks and adjacent engagement tools, SalesWings delivers best-in-class native integrations with Salesforce Sales Cloud, Marketing Cloud (all editions), Data Cloud and Agentforce, plus Braze, Segment, and others—so insights land where teams already work. It is a certified Salesforce ISV and Braze Alloys partner. Core capabilities include rich behavioral data collection, lead/account scoring (point-based, predictive, and fit/grading), interest tagging, real-time sales alerts (email/Slack/browser), an AI sales assistant for next-best actions, and CRM-native attribution and campaign impact reporting. SalesWings Interactions adds high-performing, behaviorally targeted on-site pop-ups to capture and qualify demand without heavy ops lift. Who benefits: Demand gen and marketing operations improve audience targeting, channel ROI, and attribution; SDR/BDR teams boost speed-to-lead and conversion with prioritized lists and alerts; Sales operations orchestrate cleaner hand-offs; AEs gain account-level interest maps to expand deal size and timing. Differentiation: Versus Salesforce Einstein Lead Scoring, SalesWings adds native first-party behavioral signals, actionable interest areas (not just a number), real-time alerts, and MAP activation inside Salesforce Marketing Cloud and Braze. Against 6sense and Demandbase, SalesWings stays lightweight—no third-party intent/data credits or DSP to run—while deepening first-party signal activation inside SFMC/Braze and Salesforce. Compared with Qualified, SalesWings augments existing journeys with scoring, tags, and Interactions rather than replacing them with an autonomous AI SDR. Outfunnel focuses on sync and rules-based scoring; SalesWings provides AI assistance, CRM-native attribution, and on-site engagement. Why it matters now: For teams running Salesforce/Braze who need B2B precision without stack sprawl, SalesWings offers faster time-to-value, lower change-management, and decision-grade reporting—power with simplicity, embedded where revenue work happens. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=1673&secure%5Bdisplayable_resource_id%5D=495&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=1674&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=27744&secure%5Bresource_id%5D=1673&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fpersonalization-engines%3Fpage%3D10&secure%5Btoken%5D=72a10b44c21abb3b6199799a86ed6b21dbef899a4a29a7f75f7d2b9ad9bc024a&secure%5Burl%5D=https%3A%2F%2Fwww.saleswingsapp.com&secure%5Burl_type%5D=company_website) --- ## What Is Personalization Engines? [Marketing Software](https://www.g2.com/categories/marketing) ## What Software Categories Are Similar to Personalization Engines? - [Marketing Automation Software](https://www.g2.com/categories/marketing-automation) - [E-Commerce Personalization Software](https://www.g2.com/categories/e-commerce-personalization) - [Personalization Software](https://www.g2.com/categories/personalization)