# Best Personalization Software - Page 10

*By [Alanna Iwuh](https://research.g2.com/insights/author/alanna-iwuh)*


Personalization software is used to create personal website experiences based on user preferences. Personalization software leverages cookies, collaborative filtering, data analysis tools, and user profiling to tailor each website visitor experience. Organizations use personalization software to meet their customers’ needs in a more efficient manner and to increase customer satisfaction. Personalization software is often used by product and development teams to maximize a website&#39;s performance and to convert website visitors into buyers.

Personalization software can often be implemented as a part of other website performance tools such as [A/B testing software](https://www.g2.com/categories/a-b-testing) and [digital analytics software](https://www.g2.com/categories/digital-analytics). It can also be used to integrate with [e-commerce platforms](https://www.g2.com/categories/e-commerce-platforms), [shopping cart software](https://www.g2.com/categories/shopping-cart), and [product information management (PIM) software](https://www.g2.com/categories/product-information-management-pim) to display relevant product information to the prospective buyer.

To qualify for inclusion in the Personalization category, a product must:

- Monitor user behavior on channels such as mobile, web, or email 
- Provide features to create personalized messaging and product recommendations 
- Target visitors with custom messaging based on behavior and history 
- Provide a machine learning product that takes user recommendations and applies it to website analytics 





## Top Personalization Software at a Glance
| # | Product | Rating | Best For | What Users Say |
|---|---------|--------|----------|----------------|
| 1 | [Insider One](https://www.g2.com/products/insider-one/reviews) | 4.8/5.0 (1,388 reviews) | Behavior-triggered cross-channel journey orchestration | "[Insider One unifies data and channels with a truly fluid Journey Orchestration](https://www.g2.com/survey_responses/insider-one-review-13037392)" |
| 2 | [Braze](https://www.g2.com/products/braze/reviews) | 4.5/5.0 (1,662 reviews) | Behavior-triggered cross-channel personalization via Canvas journeys | "[Engage your users with an higher level AI-native orchestration tool](https://www.g2.com/survey_responses/braze-review-5272290)" |
| 3 | [Klaviyo](https://www.g2.com/products/klaviyo/reviews) | 4.6/5.0 (1,309 reviews) | Shopify-native behavioral segmentation and automated flows | "[Easy-to-Use Platform for Email Marketing Automation](https://www.g2.com/survey_responses/klaviyo-review-12959044)" |
| 4 | [Customer.io](https://www.g2.com/products/customer-io/reviews) | 4.4/5.0 (827 reviews) | Behavior-triggered lifecycle messaging with Liquid personalization | "[Powerful Automation with Excellent Personalization Capabilities](https://www.g2.com/survey_responses/customer-io-review-12798023)" |
| 5 | [Iterable](https://www.g2.com/products/iterable/reviews) | 4.4/5.0 (814 reviews) | Behavior-triggered multichannel personalization without engineering dependency | "[Iterable: The Intuitive Platform That Makes Data Actionable](https://www.g2.com/survey_responses/iterable-review-12383489)" |
| 6 | [Dotdigital](https://www.g2.com/products/dotdigital/reviews) | 4.4/5.0 (1,189 reviews) | Behavior-triggered personalization with omnichannel journey automation | "[Effortless Segmentation, Quick Setup](https://www.g2.com/survey_responses/dotdigital-review-12951247)" |
| 7 | [Agentforce Marketing (formerly Salesforce Marketing Cloud)](https://www.g2.com/products/agentforce-marketing-formerly-salesforce-marketing-cloud/reviews) | 4.0/5.0 (4,377 reviews) | — | "[Powerful, Data-Driven Marketing Automation for Enterprise Teams](https://www.g2.com/survey_responses/agentforce-marketing-formerly-salesforce-marketing-cloud-review-12434861)" |
| 8 | [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews) | 4.6/5.0 (762 reviews) | Behavior-triggered omnichannel personalization with unified CDP | "[A Powerful Tool With a Big Learning Curve](https://www.g2.com/survey_responses/bloomreach-review-12980606)" |
| 9 | [Omnisend](https://www.g2.com/products/omnisend/reviews) | 4.6/5.0 (1,160 reviews) | Shopify-native behavioral email and SMS automation | "[Omnisend Gives Us Full Control Over Branded Email &amp; SMS Automation](https://www.g2.com/survey_responses/omnisend-review-13029949)" |
| 10 | [WebEngage](https://www.g2.com/products/webengage/reviews) | 4.5/5.0 (754 reviews) | Behavior-based segmentation with omnichannel journey personalization | "[WebEngage’s Strong Focus on Customer Retention and Engagement](https://www.g2.com/survey_responses/webengage-review-12980908)" |

---
## What Are the Most Common Questions About Personalization Software?
*AI-generated · Last updated: May 26, 2026*
### What top Personalization platforms for Technology companies seeking easy integration and minimal implementation complexity?
Based on G2 reviews, buyers in the Personalization category most often describe successful implementations in terms of fast setup, intuitive workflows, and low dependence on technical teams. Reviewers repeatedly mention smooth onboarding, easy integrations, and the ability to launch segmented, personalized experiences without heavy developer support. According to verified users, the most commonly praised themes across recent reviews are quick deployment, centralized campaign management, and ease of building journeys across channels. G2 reviewers mention that teams value platforms that reduce setup friction while still supporting segmentation, automation, and personalized messaging for web, email, app, and mobile experiences.

**Here are some of the top-rated products on G2:**

- [Insider One](https://www.g2.com/products/insider-one/reviews/insider-one-review-8404328) – often praised for quick onboarding, easy integration, and intuitive multichannel personalization workflows
- [Braze](https://www.g2.com/products/braze/reviews/braze-review-12845943) – frequently used for building personalized journeys with easy-to-use pathways and strong data-driven messaging
- [Customer.io](https://www.g2.com/products/customer-io/reviews/customer-io-review-12831280) – highlighted for flexible journey building and behavior-based messaging without constant developer involvement


### Which Personalization do teams actually keep using beyond rollout instead of reverting?
Based on G2 reviews, teams tend to keep using personalization platforms when the system becomes part of day-to-day campaign work instead of remaining a one-time implementation. According to verified users, long-term adoption is strongest when marketers can independently build journeys, test ideas, and manage campaigns without relying heavily on engineering. G2 reviewers mention that ongoing use is also tied to responsive support, reliable performance, and the ability to centralize customer data and communication channels in one place. Reviews consistently show that teams stick with platforms that save time, support repeatable workflows, and continue delivering relevant segmentation, automation, and personalized messaging after the initial rollout phase.


### What most reliable Personalization based on reviews from Operations Manager managing Technology company operations?
Based on G2 reviews, reliability in personalization software is usually described through stable campaign execution, dependable delivery, and the ability to manage customer engagement without constant troubleshooting. According to verified users, operations-focused teams value platforms that keep workflows organized, simplify segmentation, and support ongoing campaigns across channels with minimal disruption. G2 reviewers mention that strong support, clear interfaces, and centralized control over messaging and data are key reasons a platform is viewed as reliable. In recent reviews, reliability is closely tied to ease of use in day-to-day operations, especially when teams need to launch campaigns quickly, maintain data consistency, and monitor performance without adding operational overhead.


### What most trusted Personalization solutions for Operations Manager teams based on user reviews?
Based on G2 reviews, trusted personalization solutions are the ones users rely on for both execution and support. According to verified users, trust is built when platforms help teams unify customer data, automate campaigns consistently, and reduce the need for manual coordination across channels. G2 reviewers mention that operations teams especially value responsive support, reliable integrations, and intuitive workflows that make campaign management easier rather than more complex. Reviews also show that trusted tools are those that help teams maintain visibility into customer behavior while keeping communication organized and relevant. In practice, users describe trust as a mix of stable platform performance, practical usability, and vendor support that helps solve issues quickly.


### Which Personalization solutions deliver streamlined workflow while maintaining strong user team adoption?
Based on G2 reviews, personalization solutions that maintain strong team adoption are usually the ones that simplify execution without taking away flexibility. According to verified users, streamlined workflow comes from intuitive journey builders, centralized campaign tools, and templates or automation that reduce repetitive tasks. G2 reviewers mention that adoption stays strong when non-technical users can launch and optimize campaigns on their own, while more advanced teams still have room to personalize journeys and messaging. Reviews consistently point to ease of navigation, reduced manual work, and accessible segmentation as major drivers of ongoing user adoption. Teams are more likely to keep using the platform when it fits naturally into everyday marketing and customer engagement workflows.


### How Personalization supporting real-time visibility without sacrificing system stability and overall data integrity?
Based on G2 reviews, buyers looking for real-time visibility want platforms that can surface customer behavior quickly while keeping workflows stable and data dependable. According to verified users, this usually means having centralized customer profiles, responsive reporting, and the ability to trigger campaigns from live events or behavioral signals. G2 reviewers mention that strong personalization tools balance fast insights with reliable execution, so teams can act on customer activity without creating operational issues. Reviews also highlight the importance of stable integrations and organized data flows, since real-time campaign actions are only useful when the underlying information is accurate. Users consistently associate strong visibility with faster decisions, better targeting, and more confident campaign optimization.


### What Personalization with the simplest configuration and onboarding for non-technical teams in Mid-market?
Based on G2 reviews, mid-market teams with limited technical resources prioritize platforms that are fast to set up, easy to understand, and supported by helpful onboarding. According to verified users, the simplest implementations usually come from tools with intuitive interfaces, clear setup flows, and responsive support during rollout. G2 reviewers mention that non-technical teams especially value drag-and-drop builders, straightforward segmentation, and templates that reduce the need for coding or outside development help. Reviews also show that successful onboarding is not just about speed, but about giving marketers confidence to manage campaigns independently afterward. In recent feedback, simple configuration is closely tied to faster time to value and smoother team adoption.


### Which Personalization provide streamlined workflow without expensive implementation costs or outside consulting?
Based on G2 reviews, buyers looking to avoid heavy implementation costs focus on platforms that let internal teams launch campaigns and build journeys without relying on outside consultants. According to verified users, streamlined workflow comes from easy integrations, intuitive builders, and built-in automation that reduce the need for technical setup. G2 reviewers mention that platforms are especially appealing when onboarding is manageable, support is responsive, and marketers can make changes on their own after launch. Reviews consistently describe value in terms of faster execution, reduced manual effort, and lower dependence on engineering or agencies. In practice, teams favor personalization software that simplifies day-to-day work while keeping setup practical for lean internal resources.


### What best Personalization platforms for Mid-market organizations that require real-time visibility effectively effectively?
Based on G2 reviews, the best personalization platforms for mid-market organizations are those that combine usable real-time data with practical campaign execution. Reviewers often describe value through faster segmentation, immediate behavioral triggers, and visibility into customer actions across web, app, email, and messaging channels. According to verified users, these platforms help teams respond to browsing activity, onboarding progress, or drop-off behavior with more relevant messaging. G2 reviewers mention that the strongest options also keep workflows manageable for smaller teams by centralizing data and communication in one place. For mid-market buyers, real-time visibility matters most when it leads to quicker campaign adjustments, more relevant customer experiences, and better coordination across channels.

**Here are some of the top-rated products on G2:**

- [Insider One](https://www.g2.com/products/insider-one/reviews/insider-one-review-8404328) – widely used for real-time segmentation, multichannel journeys, and personalized web and messaging experiences
- [Customer.io](https://www.g2.com/products/customer-io/reviews/customer-io-review-12831280) – strong for event-driven automation and timely messaging based on user behavior and lifecycle stage
- [Bloomreach](https://www.g2.com/products/bloomreach-bloomreach/reviews/bloomreach-review-12818766) – noted for combining customer data, personalization, and automated journeys in one platform


### What highest rated Personalization for Mid-market Technology companies focused on easy integration delivery?
Based on G2 reviews, the highest rated personalization options for mid-market technology companies are typically the ones users describe as easy to integrate, simple to onboard, and practical for everyday use. According to verified users, strong delivery depends on smooth setup, responsive support, and the ability to connect customer data and engagement channels without heavy implementation work. G2 reviewers mention that easy integration is especially important when teams need to move quickly and avoid long technical projects. Reviews also show that mid-market buyers value platforms that support segmentation, automation, and personalized experiences soon after launch, rather than requiring extensive consulting. Overall, users reward tools that make integration feel operationally light while still supporting meaningful personalization outcomes.

**Here are some of the top-rated products on G2:**

- [Insider One](https://www.g2.com/products/insider-one/reviews/insider-one-review-8404328) – praised for easy onboarding, fast integrations, and getting multichannel personalization live quickly
- [Braze](https://www.g2.com/products/braze/reviews/braze-review-12845943) – valued for intuitive setup, rich personalization workflows, and smooth integration with customer data
- [Customer.io](https://www.g2.com/products/customer-io/reviews/customer-io-review-12831280) – recognized for flexible integration and easy behavior-based messaging that supports lean teams




## How Many Personalization Software Products Does G2 Track?
**Total Products under this Category:** 262

### Category Stats (Jul 2026)
- **Average Rating**: 4.51/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product**: Abacus.ai (+1.36%) - Among all products in this category, Abacus.ai recorded the largest rating increase compared to last month
*Last updated: July 04, 2026*


## How Does G2 Rank Personalization Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 38,200+ Authentic Reviews
- 262+ 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 Software Is Best for Your Use Case?

- **Leader:** [Insider One](https://www.g2.com/products/insider-one/reviews)
- **Highest Performer:** [Evam](https://www.g2.com/products/evam/reviews)
- **Easiest to Use:** [Insider One](https://www.g2.com/products/insider-one/reviews)
- **Top Trending:** [Maestra](https://www.g2.com/products/maestraplatform/reviews)
- **Best Free Software:** [Braze](https://www.g2.com/products/braze/reviews)


---

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---

## What Are the Top-Rated Personalization Software Products in 2026?
### 1. [Jacquard](https://www.g2.com/products/jacquard/reviews)
Jacquard is purpose-built tooling for on-brand messaging that resonates wherever people are. Calibrated by language experts and producing trusted content at speed and scale, Jacquard helps leading global brands drive sustained brand affinity by harnessing the benefits of generative AI.


**Average Rating:** 4.4/5.0
**Total Reviews:** 23
**How Do G2 Users Rate Jacquard?**

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.3/10)
- **Ease of Admin:** 8.8/10 (Category avg: 8.9/10)
- **Ease of Use:** 9.0/10 (Category avg: 8.8/10)
- **Quality of Support:** 8.7/10 (Category avg: 9.3/10)

**Who Is the Company Behind Jacquard?**

- **Seller:** [Jacquard](https://www.g2.com/sellers/jacquard)
- **Company Website:** https://www.jacquard.com/
- **Year Founded:** 2015
- **HQ Location:** London, London
- **Twitter:** @Jacquard_Group (11 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/jacquard-group/about/ (56 employees on LinkedIn®)

**Who Uses This Product?**
- **Top Industries:** Information Technology and Services
- **Company Size:** 52% Small-Business, 24% Enterprise


#### What Are Jacquard's Pros and Cons?

**Pros:**

- Ease of Use (3 reviews)
- Accuracy (2 reviews)
- Features (2 reviews)
- Time-saving (2 reviews)
- Automation (1 reviews)

**Cons:**

- Adjustment Issues (1 reviews)
- Difficult Learning (1 reviews)
- Difficult Setup (1 reviews)
- Expensive (1 reviews)
- Inaccuracy (1 reviews)


### What Do G2 Reviewers Say About Jacquard?
*AI-generated summary from verified user reviews*

**Pros:**

- Users praise the **ease of use** of Jacquard, highlighting its user-friendly features that simplify content creation.
- Users praise Jacquard for its **accurate optimization** of subject lines, enhancing email campaign performance with minimal manual effort.
- Users value Jacquard&#39;s **consistent optimization of subject lines** , enhancing campaign performance with data-driven copy generation.
- Users love how Jacquard provides **time-saving automation** in optimizing subject lines, enhancing campaign performance effortlessly.
- Users praise Jacquard for its **seamless automation** , optimizing subject lines efficiently while maintaining brand consistency.

**Cons:**

- Users find **adjustment issues** with Jacquard&#39;s rigid setup, limiting flexibility for customized messaging strategies.
- Users find the **difficult learning curve** with Jacquard restricts broader application of its features and insights.
- Users find the **difficult setup** of Jacquard limits flexibility for personalized messaging strategies beyond its core functionality.
- Users find the product **expensive** , noting it performs well but may require careful scrutiny for errors.
- Users find the **inaccuracy of results** in Jacquard requires careful attention to catch errors effectively.

#### What Are Recent G2 Reviews of Jacquard?

**"[AI Subject Line Optimisation at Scale](https://www.g2.com/survey_responses/jacquard-review-12262639)"**

**Rating:** 4.5/5.0 stars
*— Jakub O.*

[Read full review](https://www.g2.com/survey_responses/jacquard-review-12262639)

---

**"[Best Marketing software in AI hisory](https://www.g2.com/survey_responses/jacquard-review-9365692)"**

**Rating:** 4.5/5.0 stars
*— Aqib W.*

[Read full review](https://www.g2.com/survey_responses/jacquard-review-9365692)

---



### 2. [Klangoo NLP API](https://www.g2.com/products/klangoo-nlp-api/reviews)
Klangoo&#39;s NLP API is a Natural Language Processing engine that is capable of analyzing text automatically using patented algorithms to recognize the category of the text, extract key disambiguated topics, and identify named entities such as people, places, brands, and hundreds of high level and sub-level types.


**Average Rating:** 4.8/5.0
**Total Reviews:** 3
**How Do G2 Users Rate Klangoo NLP API?**

- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)
- **Quality of Support:** 10.0/10 (Category avg: 9.3/10)

**Who Is the Company Behind Klangoo NLP API?**

- **Seller:** [Klangoo](https://www.g2.com/sellers/klangoo)
- **Year Founded:** 2014
- **HQ Location:** Hoboken, US
- **Twitter:** @usklangoo (58 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/9364444 (10 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Small-Business



#### What Are Recent G2 Reviews of Klangoo NLP API?

**"[A best engine for examining  text using algorithms and automation](https://www.g2.com/survey_responses/klangoo-nlp-api-review-6997872)"**

**Rating:** 4.5/5.0 stars
*— Vaibhav S.*

[Read full review](https://www.g2.com/survey_responses/klangoo-nlp-api-review-6997872)

---

**"[A useful api for fast intergration](https://www.g2.com/survey_responses/klangoo-nlp-api-review-6884960)"**

**Rating:** 5.0/5.0 stars
*— Shubham J.*

[Read full review](https://www.g2.com/survey_responses/klangoo-nlp-api-review-6884960)

---



### 3. [Klavx](https://www.g2.com/products/klavx/reviews)
KlavX is the missing link between Lightspeed Retail X and Klaviyo. It automatically syncs customer and sales data from Lightspeed X into Klaviyo, giving retailers the power to send smarter, more personalised email and SMS campaigns without manual exports or workarounds. Visit us here https://klavx.framer.website/ With KlavX, brands can trigger flows based on in-store purchases, build segments using POS behaviour, and unify online and offline data for deeper insights. Setup takes under 2 hours—no dev team needed. It’s the fastest way to unlock the full potential of Klaviyo if you’re running on Lightspeed Retail X.



**Who Is the Company Behind Klavx?**

- **Seller:** [Duy Luong](https://www.g2.com/sellers/duy-luong)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 4. [Markopolo AI](https://www.g2.com/products/markopolo-ai/reviews)
Markopolo AI is an advanced marketing automation platform designed to streamline and enhance digital advertising campaigns for businesses of all sizes. By leveraging artificial intelligence, it simplifies the complexities of online marketing, enabling users to create, manage, and optimize ads across multiple platforms efficiently. Key Features and Functionality: - Cross-Platform Ad Management: Manage and synchronize advertising campaigns across various digital channels from a single interface. - AI-Powered Optimization: Utilize machine learning algorithms to analyze campaign performance and automatically adjust strategies for improved results. - Audience Targeting: Identify and reach the most relevant audience segments through advanced targeting capabilities. - Performance Analytics: Access comprehensive reports and insights to monitor campaign effectiveness and make data-driven decisions. - Creative Automation: Generate and test multiple ad creatives quickly, ensuring optimal engagement and conversion rates. Primary Value and User Solutions: Markopolo AI addresses the challenges of managing complex digital advertising campaigns by providing a centralized, intelligent platform that automates routine tasks and optimizes performance. This allows businesses to save time, reduce costs, and achieve better marketing outcomes by focusing on strategic initiatives rather than manual operations.



**Who Is the Company Behind Markopolo AI?**

- **Seller:** [Markopolo ai](https://www.g2.com/sellers/markopolo-ai)
- **Year Founded:** 2021
- **HQ Location:** Dover, Delaware
- **LinkedIn® Page:** https://www.linkedin.com/company/markopolo-ai/ (70 employees on LinkedIn®)






### 5. [maya.ai](https://www.g2.com/products/maya-ai/reviews)
Crayon data is a leading provider of AI-led revenue acceleration solutions for large enterprises across the Banking, Fintech, and Travel industries. We do this via our flagship platform, maya.ai. maya.ai helps enterprises create and capture sustainable revenue streams by unlocking the value of data. Its capability to exploit data insights, conceive hyper-relevant engagements, and connect enterprises to a merchant ecosystem is driven by four modules that work individually and together as well: 1. Data as a Service (DaaS) 2. Recommendation as a Service (RaaS) 3. Customer Experience as a Service (CXaaS) 4. Marketplace as a Service (MaaS) maya.ai combines the four modules to create bespoke solutions for Enterprises such as · Launch marketplaces, both lifestyle as well as B2B marketplaces · Recommend financial and non-financial products, · Create and grow digital wallets · Craft personalized travel itineraries · Deliver personal travel concierge services · Accelerate B2B sales Since its inception, Crayon has onboarded more than 127 million customers with more than US$130 billion worth of portfolio spends across the Asia Pacific and the Middle East.



**Who Is the Company Behind maya.ai?**

- **Seller:** [Crayon Data](https://www.g2.com/sellers/crayon-data)
- **Year Founded:** 2012
- **HQ Location:** Singapore, Singapore
- **Twitter:** @crayonbigdata (1,778 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/crayondata/ (144 employees on LinkedIn®)






### 6. [MindScribe](https://www.g2.com/products/mindscribe/reviews)
MindScribe creates custom AI models tailored for digital publishers, helping them maximize email engagement and revenue.



**Who Is the Company Behind MindScribe?**

- **Seller:** [MindScribe](https://www.g2.com/sellers/mindscribe)
- **Year Founded:** 2024
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/mindscribeai/ (1 employees on LinkedIn®)






### 7. [Mulch](https://www.g2.com/products/mulch/reviews)
Mulch is a content activation and recommendation platform that helps marketers better understand buyers using zero-party and third-party data, automatically target them with personalized content, and move them through the sales funnel faster. Mulch is a part of Reve Marketing, a data-driven marketing platform that powers personalized experiences for customer acquisition and engagement.



**Who Is the Company Behind Mulch?**

- **Seller:** [Reve Marketing](https://www.g2.com/sellers/reve-marketing-35bc6765-1c27-4576-b6b6-95069fa420cc)
- **Year Founded:** 2008
- **HQ Location:** Mountain View, US
- **LinkedIn® Page:** http://www.linkedin.com/company/revemarketing (7 employees on LinkedIn®)






### 8. [Munvo Rewind](https://www.g2.com/products/munvo-rewind/reviews)
Rewind© is a flexible add-on that accelerates workflow migration between environments – from initial development and testing phases to production.



**Who Is the Company Behind Munvo Rewind?**

- **Seller:** [Munvo](https://www.g2.com/sellers/munvo-d7612cde-4930-4a93-8f96-b16cdfc276d2)
- **Year Founded:** 2005
- **HQ Location:** Montreal, CA
- **LinkedIn® Page:** https://www.linkedin.com/company/munvo/ (113 employees on LinkedIn®)






### 9. [Nteraction](https://www.g2.com/products/nteraction/reviews)
Everyone today expects to be engaged using whatever device they choose over a number of different channels. People also expect to see Video&#39;s, Images including pictures, graphics, illustrations and more. The expectation is that you tell a story using multiple pieces of multimedia content including User Generated Content and Text, and even documents to convey your message. Nteraction empowers you to send multimedia stories, essentially microsites, to individuals email, SMS/MMS, and WhatsApp simultaneously. Your audience can even initiate the engagement by scanning an automatically built QR code and clicking the URL, making engagement through signage and social media easy and quick. Building these stories is simple and intuitive, literally taking just minutes with no coding. But the best part, is knowing what your audience did with the story and content. Through built-in cookie-less Analytics, you can know if someone opened the story, how many times, if they clicked on a link and which one, if they shared the story with others and more. This lets you see exactly what your audience is interested for further personalized engagement.



**Who Is the Company Behind Nteraction?**

- **Seller:** [Nteraction](https://www.g2.com/sellers/nteraction)
- **Year Founded:** 2020
- **HQ Location:** Denver, US
- **Twitter:** @NteractionApp (15 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/nteraction (4 employees on LinkedIn®)






### 10. [nuli](https://www.g2.com/products/nuli/reviews)
From predictive analytics to natural language processing, our AI service empowers businesses to stay ahead in today&#39;s dynamic landscape. Experience efficiency, accuracy, and agility like never before with our intelligent solutions tailored to your unique needs.



**Who Is the Company Behind nuli?**

- **Seller:** [Nuli Services](https://www.g2.com/sellers/nuli-services)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 11. [Omneo CX Suite](https://www.g2.com/products/omneo-cx-suite/reviews)
Omneo is a toolkit designed to facilitate powerful, integrated customer experiences across various retail channels. This solution aims to unify omnichannel experiences, allowing both customers and retail teams to engage in the creation and enrichment of customer profiles. By doing so, Omneo establishes a robust foundation for delivering personalized services and experiences, ensuring that every interaction is not only relevant but also convenient and respectful of customer privacy. The category of omnichannel solutions is increasingly vital in today&#39;s retail landscape, where customers expect seamless interactions across multiple touchpoints. Omneo targets retailers seeking to enhance their customer engagement strategies by providing tools that streamline communication and data sharing between online and offline channels. This toolkit is particularly beneficial for businesses looking to improve customer loyalty and satisfaction by offering tailored experiences that resonate with individual preferences and behaviors. Omneo&#39;s key features include a comprehensive profile management system that allows for real-time updates and enrichment of customer data. Retail teams can easily access and utilize this information to create personalized marketing campaigns, promotions, and services that align with customer needs. Additionally, the toolkit supports various integration capabilities, enabling retailers to connect with existing systems and platforms, thereby enhancing operational efficiency and data accuracy. One of the standout benefits of using Omneo is its focus on privacy and data security. As customers become increasingly aware of their data rights, Omneo ensures that all interactions and data handling processes are compliant with privacy regulations. This commitment to safeguarding customer information not only builds trust but also enhances the overall customer experience by providing peace of mind. Overall, Omneo empowers retailers to create meaningful connections with their customers by leveraging data-driven insights and fostering a collaborative environment for profile development. This results in a more cohesive and engaging shopping experience, ultimately driving customer satisfaction and loyalty in a competitive retail market.



**Who Is the Company Behind Omneo CX Suite?**

- **Seller:** [Omneo](https://www.g2.com/sellers/omneo)
- **Year Founded:** 2010
- **HQ Location:** Melbourne, AU
- **LinkedIn® Page:** https://www.linkedin.com/company/omneocx (11 employees on LinkedIn®)






### 12. [Optimizely Personalization](https://www.g2.com/products/optimizely-personalization/reviews)
Optimizely Personalization is a complete, end-to-end solution, purpose-built to help marketers personalize (and convert) every moment.&amp;nbsp; Personalization lets you plan and collaborate on personalization programs of any size or scale, deliver fast, flicker-free 1:1 experiences powered by AI, and measure impact against the metrics that matter most to your business. Take your program to the next level with the entire Optimizely One suite: Unify data and instantly reach your customers across channels with Optimizely Data Platform, validate new ideas to inform your broader optimization strategy with Web and Feature Experimentation, and test against your most important business metrics with Analytics.



**Who Is the Company Behind Optimizely Personalization?**

- **Seller:** [Optimizely](https://www.g2.com/sellers/optimizely-a5a01825-75d4-4ab9-84c1-3a421d75af81)
- **Year Founded:** 1994
- **HQ Location:** New York
- **Twitter:** @Optimizely (28,791 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/optimizely/ (1,650 employees on LinkedIn®)






### 13. [PersonaClick](https://www.g2.com/products/personaclick/reviews)
PersonaClick is a leading all-in-one platform that enables brands to deliver personalized customer experiences that connect, increase revenue, and build lasting loyalty. PersonaClick simplifies the complexity of modern marketing with its one-click approach to personalization. Designed to empower teams of any size, PersonaClick integrates cutting-edge tools into a single interface to deliver meaningful interactions at every touchpoint and great results with less effort. Build actionable audience segments in real-time and create exceptional customer experiences through real personalization, seamless data unification, and omni-channel engagement across web, mobile, and app. · Leverage data with CDP / CRM / Data Unification / Automations / Loyalty Program · Discover your audience with Real-time &amp; Advanced Dynamic Segmentation / RFM / NPS / Analytics · Enhance relevancy with Web &amp; Mobile Recommendation / Personalized Search · Target Effectively with On-site Marketing, Gamification, Stories · Connect instantly with your audience via Email / Web &amp; Mobile Push / App Push / WhatsApp / Telegram



**Who Is the Company Behind PersonaClick?**

- **Seller:** [PersonaClick](https://www.g2.com/sellers/personaclick)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 14. [PowerTextor](https://www.g2.com/products/powertextor/reviews)
Text Messaging Service for Businesses. PowerTextor is an SMS Connector for Microsoft Dynamics 365 and Power Platform. We help businesses develop better relationships with their customers through the power of text message marketing and Microsoft Power Automate.


**Average Rating:** 3.8/5.0
**Total Reviews:** 2
**How Do G2 Users Rate PowerTextor?**

- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)
- **Quality of Support:** 6.7/10 (Category avg: 9.3/10)

**Who Is the Company Behind PowerTextor?**

- **Seller:** [PowerTextor](https://www.g2.com/sellers/powertextor)
- **Year Founded:** 2021
- **HQ Location:** Chicago, US
- **LinkedIn® Page:** http://www.linkedin.com/company/imperium-dynamics (81 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 50% Mid-Market, 50% Small-Business


#### What Are PowerTextor's Pros and Cons?

**Pros:**

- CRM Integration (2 reviews)
- Customization (2 reviews)
- Easy Creation (2 reviews)
- Automation (1 reviews)
- Automation Ease (1 reviews)

**Cons:**

- Messaging Issues (2 reviews)
- Difficult Navigation (1 reviews)
- Inadequate Reporting (1 reviews)
- Limitations (1 reviews)
- Tagging Issues (1 reviews)


### What Do G2 Reviewers Say About PowerTextor?
*AI-generated summary from verified user reviews*

**Pros:**

- Users appreciate the **CRM integration** of PowerTextor, enhancing their SMS marketing within Dynamics 365 seamlessly.
- Users value the **customization options** in PowerTextor, making SMS campaigns easy and effective within Dynamics 365.
- Users find **easy creation** of customized text campaigns in PowerTextor simplifies SMS marketing within Dynamics 365.
- Users value the **automation** feature in PowerTextor for scheduling SMS, enhancing efficiency and engagement.
- Users love the **automation ease** of PowerTextor, streamlining SMS sending and scheduling effortlessly.

**Cons:**

- Users struggle with **messaging issues** that hinder tracking performance and analyzing customer engagement over time.
- Users experience **difficult navigation** due to limitations in text and frequent opt-outs during messaging.
- Users struggle with **inadequate reporting** , making it difficult to track performance and measure marketing effectiveness.
- Users express concerns over the **limitations in text** , affecting overall messaging effectiveness on PowerTextor.
- Users struggle with **tracking and monitoring issues** , making it difficult to assess the effectiveness of their marketing efforts.

#### What Are Recent G2 Reviews of PowerTextor?

**"[Customer engagement improved with two-way texting capabilities](https://www.g2.com/survey_responses/powertextor-review-10197361)"**

**Rating:** 4.0/5.0 stars
*— Rita A.*

[Read full review](https://www.g2.com/survey_responses/powertextor-review-10197361)

---



### 15. [QBurst ContextIQ](https://www.g2.com/products/qburst-contextiq/reviews)
ContextIQ is an easy-to-deploy personalization solution that uses collaborative filtering algorithms to produce recommendations. It is capable of suggesting content to users through behavioral targeting. The recommendation engine, which runs on a Hadoop cluster, records user behavior on the site and comes back with a set of recommendations for each user.



**Who Is the Company Behind QBurst ContextIQ?**

- **Seller:** [QBurst](https://www.g2.com/sellers/qburst-b8f33b6e-bc92-419e-a637-02d5af4e0486)
- **Year Founded:** 2004
- **HQ Location:** Chantilly, US
- **Twitter:** @QBurst (1,341 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/qburst (3,532 employees on LinkedIn®)






### 16. [Qwardo](https://www.g2.com/products/qwardo/reviews)
Qwardo is an intelligent customer engagement and personalization platform that empowers marketers to capture higher quality leads and drive revenue.



**Who Is the Company Behind Qwardo?**

- **Seller:** [Qwardo](https://www.g2.com/sellers/qwardo)
- **Year Founded:** 2016
- **HQ Location:** N/A
- **Twitter:** @getqwardo (129 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/7935751 (2 employees on LinkedIn®)






### 17. [Reach](https://www.g2.com/products/octopi-reach/reviews)
Octopi Commerce has been awarded the following... - \* “Top Ten Best Artificial Intelligence Solution Providers for 2020.” - \* “Top Twenty Best Retail Technology Solution Providers for 2020.” - \* “Top Ten Customer Data Platform (CDP) Solution Provider of 2019.” - \* “Top Ten Customer Relationship Management (CRM) Platforms for 2019.” - \* “Company of the Year for 2019.” Octopi Commerce is a SaaS and AI technology leader providing smart scheduling and offer personalization at scale. It’s flagship platform is the “REACH” CDP, uniquely integrated into the POS. Key features such as AutoFill, Client Connect and Reputation Radar are Powered by Leading- Edge Artificial Intelligence and Machine Learning Systems. REACH automatically fills last minute appointments and cancellations with a 400% ROI guarantee. By correlating client data and preferences to optimize marketing outcomes, REACH provides highly personalized client experiences for appointment-based businesses. In addition, the platform delivers measurable results while streamlining merchant communications via conversational commerce with the right offer to the right person in the right place at the right time. REACH solves merchant attraction, acquisition, retention and engagement challenges in partnership with POS Developers and allows the POS to share in downline profitability. Octopi and POS Developers are now able to bring cutting edge Enterprise Level SaaS technology powered by Artificial Intelligence and Machine Learning (AI &amp; ML) to small and medium size businesses around the world. Octopi is a conglomerate, with offices in Scottsdale, Arizona, Silicon Valley, California and India, having made several acquisitions with decades of industry and channel expertise. “It’s ALL within REACH!” Simple. Automated. Intelligent... Octopi.



**Who Is the Company Behind Reach?**

- **Seller:** [Octopi ](https://www.g2.com/sellers/octopi)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 18. [Registria](https://www.g2.com/products/registria/reviews)
Registria is a type of ownership experience management (OXM) software solution that helps consumer goods brands manage and optimize post-purchase customer experiences across the product ownership lifecycle. Registria uses data and industry expertise to provide consumer goods brands with solutions that improve their post-purchase experiences. Registria offers targeted solution packages that span the entire lifecycle of product ownership, delivering relevant, personalized content at moments when customers need it most. Our solutions are grouped to drive specific outcomes across customer engagement, revenue generation, customer support, brand loyalty and customer lifetime value. Registria designs post-purchase solutions to scale, helping consumer goods brands achieve their goals while improving customer experiences. Concierge℠, Registria’s flagship solution, pairs software and servicing to create a unique post-purchase engagement experience. Powered by Registria’s Ownership Experience Management (OXM) Platform, Concierge℠ delivers an on-demand engagement channel for product owners harnessing every customer-need to get the most out of their products. Registria’s solutions help brands increase customer lifetime value, post-purchase revenue, review credibility and customer insights with methods that target owner identification, revenue generation, personalized support, extended product protection and customer insights. Concierge℠ also acts as a hub for businesses, centralizing a variety of external systems including ratings &amp; reviews, warranties and support. From the product owner to the trusted brands brought into people’s homes, Registria strives to create an ownership experience that nurtures returning customers, welcomes new customers and strengthens brands through innovative technology and CX best practices. Key features and benefits include: Identify and engage product owners, driving up to 3x higher engagement Boost product registration completion to 80% Reduce call volume by over 20% with personalized self-service support Generate up to 100x more verified ratings and reviews, boosting brand reputation and advocacy Collect high quality first-party data to increase retention, loyalty and customer lifetime value Trusted by over 150 leading brands across 65 locales worldwide, Registria empowers enterprises to build relationships with product owners at scale. Registria enables global scalability with seamless integration into other major applications to help brands deliver consistent ownership experiences.



**Who Is the Company Behind Registria?**

- **Seller:** [Registria](https://www.g2.com/sellers/registria)
- **Year Founded:** 2008
- **HQ Location:** Denver, Colorado, United States
- **Twitter:** @registria (1,162 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/registria-inc- (37 employees on LinkedIn®)






### 19. [Related Marketing Cloud (RMC) Web Personalization](https://www.g2.com/products/related-marketing-cloud-rmc-web-personalization/reviews)
AI based targeting engine helps you to engage your customers with targeted content in real time and turn anonymous visitors into loyal &amp; engaged customers on your website or mobile app.


**Average Rating:** 4.5/5.0
**Total Reviews:** 1
**How Do G2 Users Rate Related Marketing Cloud (RMC) Web Personalization?**

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.3/10)
- **Ease of Admin:** 10.0/10 (Category avg: 8.9/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)
- **Quality of Support:** 8.3/10 (Category avg: 9.3/10)

**Who Is the Company Behind Related Marketing Cloud (RMC) Web Personalization?**

- **Seller:** [Related Digital](https://www.g2.com/sellers/related-digital)
- **Year Founded:** 2002
- **HQ Location:** Istanbul, TR
- **Twitter:** @RelatedDigital (259 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/related-digital/ (90 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 100% Mid-Market



#### What Are Recent G2 Reviews of Related Marketing Cloud (RMC) Web Personalization?

**"[best plan/management](https://www.g2.com/survey_responses/related-marketing-cloud-rmc-web-personalization-review-8209853)"**

**Rating:** 4.5/5.0 stars
*— kishan k.*

[Read full review](https://www.g2.com/survey_responses/related-marketing-cloud-rmc-web-personalization-review-8209853)

---



### 20. [SARE](https://www.g2.com/products/sare/reviews)
SARE is an email marketing tool that supports dynamic content and advanced personalization.


**Average Rating:** 4.1/5.0
**Total Reviews:** 12
**How Do G2 Users Rate SARE?**

- **Has the product been a good partner in doing business?:** 7.2/10 (Category avg: 9.3/10)
- **Ease of Admin:** 6.7/10 (Category avg: 8.9/10)
- **Ease of Use:** 8.3/10 (Category avg: 8.8/10)
- **Quality of Support:** 8.3/10 (Category avg: 9.3/10)

**Who Is the Company Behind SARE?**

- **Seller:** [SARE](https://www.g2.com/sellers/sare)
- **Year Founded:** 2005
- **HQ Location:** Warszawa, mazowieckie
- **Twitter:** @SAREpl (133 Twitter followers)
- **LinkedIn® Page:** https://www.linkedin.com/company/1084401 (55 employees on LinkedIn®)

**Who Uses This Product?**
- **Company Size:** 42% Small-Business, 33% Mid-Market



#### What Are Recent G2 Reviews of SARE?

**"[SARE Review - Best in email marketing.](https://www.g2.com/survey_responses/sare-review-7595237)"**

**Rating:** 5.0/5.0 stars
*— Shanmugapriya M.*

[Read full review](https://www.g2.com/survey_responses/sare-review-7595237)

---

**"[Best email marketing tool](https://www.g2.com/survey_responses/sare-review-7578997)"**

**Rating:** 4.5/5.0 stars
*— Harikishan M.*

[Read full review](https://www.g2.com/survey_responses/sare-review-7578997)

---



### 21. [Seatext](https://www.g2.com/products/seatext/reviews)
SEATEXT AI is a conversion rate optimization (CRO) and website personalization solution that helps digital marketers, PPC specialists, and e-commerce teams automatically detect website conversion drop-offs and resolve them in real time. The platform monitors every individual visitor, analyzes their context to understand why they might bounce, and automatically fixes messaging mismatches by dynamically rewriting the on-page text for that specific user. By utilizing behavioral signals—such as Google Ads search queries, referring URLs, or integrated CRM data—the software adapts headlines, calls-to-action, and product descriptions to align exactly with the visitor’s intent. Rather than requiring marketing teams to manually build and maintain separate landing pages for every ad group, SEATEXT AI serves as an automated text-adaptation layer over existing CMS platforms. It ensures that the terminology used on the page reflects the exact phrasing the visitor used in their search engine query, or the exact tone they read in an affiliate article. SEATEXT AI supports a variety of use cases across B2B and B2C environments. Paid media managers use the platform to improve ad relevance and align landing pages with paid search intent. B2B sales teams connect the software with data providers like Clay.com to inject prospect-specific details into outbound outreach pages. Global e-commerce operators utilize the system to manage localized text experiments across large product catalogs. Main features and capabilities include: Dynamic Keyword Matching: Automatically rewrites landing page text to reflect the exact Google Ads search query used by the incoming visitor. Automated A/B Testing: Generates, tests, and prioritizes multivariate text variations in the background to identify the highest-converting messaging without manual experiment setup. Invalid Traffic Protection: Identifies non-human traffic using a 40-point technical inspection, providing compliance-ready reports to help advertisers identify and dispute fraudulent ad clicks. Multilingual Optimization: Translates website content into 125 languages and continuously runs A/B tests on localized phrasing to improve international user engagement. LLM Schema Generation: Creates comprehensive, invisible FAQ data structures to facilitate website discovery by large language models like ChatGPT and Google AI Overview. The software integrates with over 200 platforms—including WordPress, Shopify, and Webflow—via a single JavaScript snippet. It operates entirely within the visitor’s browser with a 3ms to 30ms server response time, ensuring that the text adaptation process does not negatively impact Core Web Vitals or page load speeds.



**Who Is the Company Behind Seatext?**

- **Seller:** [Seatext AI](https://www.g2.com/sellers/seatext-ai)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 22. [Shaped](https://www.g2.com/products/shaped/reviews)
Shaped is an AI-native personalization platform that enables businesses to rapidly implement and experiment with AI-driven search, recommendations, and personalization strategies. By analyzing real-time user behavior and content, Shaped delivers tailored experiences that enhance user engagement, increase conversion rates, and drive revenue growth. Its scalable and secure infrastructure ensures seamless integration with existing data sources, allowing companies to deploy personalized discovery experiences without the complexity of building in-house solutions. Key Features and Functionality: - Easy Set-Up: Shaped offers direct integration with existing data sources, enabling rapid deployment without the need for extensive infrastructure changes. - Real-Time Adaptability: The platform ingests and processes user interactions instantly, allowing for dynamic re-ranking and personalization that adapts to evolving user preferences. - State-of-the-Art Model Library: Shaped provides a comprehensive library of fine-tuned large language models (LLMs and neural ranking models, facilitating the creation of advanced recommendation systems. - Highly Customizable: Businesses can build and experiment with various ranking and retrieval components tailored to their specific use cases, ensuring flexibility and relevance. - Explainable Results: The platform offers in-session analytics and performance metrics, allowing users to visualize, evaluate, and interpret data effectively. - Secure Infrastructure: Shaped&#39;s enterprise-grade security measures, including GDPR and SOC2 compliance, ensure data protection and scalability. Primary Value and Problem Solved: Shaped addresses the challenge of delivering personalized user experiences by providing a robust, AI-driven platform that integrates seamlessly with existing systems. It empowers businesses to enhance user engagement and satisfaction through real-time, relevant recommendations and search results. By offering a scalable and secure solution, Shaped eliminates the need for companies to develop complex in-house recommendation systems, thereby reducing development time and costs while achieving measurable improvements in user retention and revenue.



**Who Is the Company Behind Shaped?**

- **Seller:** [Shaped](https://www.g2.com/sellers/shaped)
- **Year Founded:** 2021
- **HQ Location:** New York, US
- **LinkedIn® Page:** https://www.linkedin.com/company/shapedai (25 employees on LinkedIn®)






### 23. [Sigmail](https://www.g2.com/products/sigmail/reviews)
Personalize your email outreach using AI. Sigmail helps sales people and marketers send get the most out of their email campaigns. Instead of having to choose between sending emails that are all the same or having to manually write them individually, Sigmail uses artificial intelligence to create personalized intros based on the websites, LinkedIn profiles and more, so that you can send large campaigns that highly personalized.



**Who Is the Company Behind Sigmail?**

- **Seller:** [Sigmail](https://www.g2.com/sellers/sigmail)
- **HQ Location:** N/A
- **LinkedIn® Page:** https://www.linkedin.com/company/No-Linkedin-Presence-Added-Intentionally-By-DataOps (1 employees on LinkedIn®)






### 24. [Singulate](https://www.g2.com/products/singulate/reviews)
Singulate is an AI-driven marketing platform designed to revolutionize email marketing by enabling marketers to create highly personalized and relevant content at scale. By leveraging large language models (LLMs), Singulate simplifies audience segmentation and enhances personalization, leading to significantly higher engagement rates.



**Who Is the Company Behind Singulate?**

- **Seller:** [Singulate](https://www.g2.com/sellers/singulate)
- **HQ Location:** East Coast, US
- **LinkedIn® Page:** https://www.linkedin.com/company/singulate-ai (16 employees on LinkedIn®)






### 25. [SRVD](https://www.g2.com/products/srvd/reviews)
Make Your Website More Relevant For Every Visitor



**Who Is the Company Behind SRVD?**

- **Seller:** [Srvd](https://www.g2.com/sellers/srvd)
- **Year Founded:** 2016
- **HQ Location:** Pittsburgh, US
- **LinkedIn® Page:** http://www.linkedin.com/company/srvd-app (1 employees on LinkedIn®)







## What Is Personalization Software?

[Marketing Software](https://www.g2.com/categories/marketing)

## What Software Categories Are Similar to Personalization Software?

- [Marketing Automation Software](https://www.g2.com/categories/marketing-automation)
- [E-Commerce Personalization Software](https://www.g2.com/categories/e-commerce-personalization)
- [Personalization Engines](https://www.g2.com/categories/personalization-engines)


