# Best Customer Data Platforms (CDP) for Small Business - Page 3

## How Many Customer Data Platforms (CDP) Products Does G2 Track?

**Total Products under this Category:** 296

### Category Stats (Aug 2026)

- **Average Rating:** 4.46/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Stibo Systems MDM (+1.38%) - Among all products in this category, Stibo Systems MDM recorded the largest rating increase compared to last month

_Last updated: August 01, 2026_

## How Does G2 Rank Customer Data Platforms (CDP) Products?

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

- 30 Analysts and Data Experts
- 27,000+ Authentic Reviews
- 296+ 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.

## G2 Grid® for Customer Data Platforms (CDP)
 ![G2 Grid® for Customer Data Platforms (CDP) plotting products by satisfaction and market presence](https://www.g2.com/categories/customer-data-platform-cdp/grids.png?focus%5B%5D=43119&focus%5B%5D=3435&focus%5B%5D=1173013&focus%5B%5D=18316&focus%5B%5D=22329&focus%5B%5D=54136&focus%5B%5D=1393260&focus%5B%5D=146931)

Highlighted products: Insider One, Brevo Marketing Platform, Salesforce Data 360 (formerly Data Cloud), Customer.io, Klaviyo, Tealium, Adobe Real-Time CDP, and D·engage.

Underlying data: [Grid® JSON](https://www.g2.com/categories/customer-data-platform-cdp/grids.json?focus%5B%5D=insider-one&focus%5B%5D=brevo-marketing-platform&focus%5B%5D=salesforce-data-360-formerly-data-cloud&focus%5B%5D=customer-io&focus%5B%5D=klaviyo&focus%5B%5D=tealium-2026-07-21&focus%5B%5D=adobe-real-time-cdp&focus%5B%5D=d-engage&segment=small-business)

**Sponsored**

### Signitic

Signitic is an all-in-one tool that allows you to create, customize, and manage an unlimited number of email signatures effortlessly. With Signitic, take advantage of this often underutilized acquisition channel: your email signature. Easily integrate campaign banners according to your schedule and the needs of your company’s various departments, and analyze the results. The time when you had to modify each signature of your colleagues one by one is over. With Signitic, users can ensure that their email signatures are always up to date, reflecting the latest links, images, and campaign taglines, thereby enhancing their marketing efforts and professional image. Use our drag-and-drop editor to create a unique signature for your employees. Instead of manually editing signatures for each employee or campaign, you can make updates in one place, ensuring that all signatures are up to date and consistent. What's more, thanks to our Microsoft 365 and Google Workspace partnership, integrate your collaborators and share their signatures in less than five minutes. We've thought of everything so that you don't have to worry about your colleagues' e-mail signatures. Additionally, Signitic offers an analytics tool that enables users to track the performance of their email signatures, providing insights into how effectively they are driving traffic and engagement. Connected to your CRM (HubSpot, Salesforce, Pipedrive…), you can track all users’ actions, such as whether they clicked on social media links, promotional banners, or dynamic content. Overall, Signitic provides a comprehensive solution for email signature management, combining ease of use with powerful features that cater to the needs of modern businesses. By leveraging this tool, more than 5,000 companies have enhanced their email communications, maintained brand consistency, and ultimately driven better engagement with their audience.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1202&secure%5Bchosen_at%5D=2026-08-05T20%3A17%3A22Z&secure%5Bdisplayable_resource_id%5D=36&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=neighbor_category&secure%5Bplacement_resource_ids%5D%5B%5D=36&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=159454&secure%5Bresource_id%5D=1202&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fcustomer-data-platform-cdp%3Fframe%3Dkt843w%26page%3D3%26segment%3Dsmall-business&secure%5Btoken%5D=0ced6191a037310728f3715e06604e96c2f04c4f12239f02583f2bbedd3e60f2&secure%5Burl%5D=https%3A%2F%2Fwww.signitic.com%2Fen%2Fcontact&secure%5Burl_type%5D=custom_url)

### [CustomerLabs 1PD Ops Platform](https://www.g2.com/products/customerlabs-1pd-ops-platform/reviews)

CustomerLabs is a no-code First-Party Data Ops (1PD Ops) platform built for performance marketing teams who want to train ad platforms on first-party signals that actually drive business outcomes. Instead of letting Meta, Google, TikTok, and LinkedIn optimise for generic conversion noise, CustomerLabs unifies website, CRM, offline, and identity data into one operating layer, then sends optimisation-ready signals back to every growth platform across 200+ destinations. Trusted by 1000+ brands and agencies worldwide, CustomerLabs is privacy-first by design and built for e-commerce, lead generation, health & wellness, and agency teams. Why signal quality, not tracking, is the real problem Tracking is no longer the whole problem. Signal quality is. When website events, CRM stages, offline revenue, and identity data stay disconnected, ad platforms optimise against incomplete signals, and the cost shows up everywhere. Browser-only events leave platforms with weaker identity match quality and less reliable learning. Revenue quality, lifecycle stage, and offline outcomes never make it back to bidding platforms. CRM stages, offline sales, and qualified leads stay trapped in separate systems instead of improving campaign optimisation. The result: platforms chase cheap conversions instead of new customers, qualified pipelines, or high-value buyers. CustomerLabs stitches these scattered systems into one usable operating layer, so platforms learn from cleaner, richer feedback. The 1PD Ops Stack Collect & Resolve. Bring data in from your website, CRM, backend, webhooks, POS, and offline sources. Resolve identity into one profile per person across browser, CRM, and ad clicks. First-party domain tracking stores server-side cookies on your own domain, so identity persists beyond ITP and browser restrictions. Build & Sync. Build audiences segmented by lifecycle, value, CRM stage, and purchase behaviour. Route events and audiences to Meta, Google, LinkedIn, TikTok, and 200+ more destinations from one pipeline. Activate, Measure, & Govern. Auto-refresh audience membership across every platform in real time. Track offline conversions by sending CRM stages, in-store sales, and phone orders back as ad conversions. Fix CAPI and EMQ through identity enrichment, deduplication, and first-party domain delivery. Govern everything with encryption, consent management, regional hosting, and DPA, GDPR, HIPAA, and CCPA compliances. Key Features Server-Side Tracking & Conversions API (CAPI): Collect store purchase events and lead form submissions without loss, then sync them to Meta, Google Ads, TikTok, and LinkedIn from one server-side pipeline. First-party domain tracking preserves fbclid and gclid on your own domain so attribution and ROAS reporting stay accurate for stores and lead funnels. Identity Resolution: Map anonymous and known users into one unified profile across browser, CRM, and ad clicks, improving match rates and Event Match Quality (EMQ) for stronger algorithmic learning. Signal Engineering: Go beyond tracking. Not every purchase should train the algorithm the same way. Filter, enrich, and split raw events into curated outcome signals: new customers vs. returning buyers, high-AOV orders, qualified pipeline (MQL, SQL, and won stages), category purchases, and repeat buyers, so platforms optimize for the outcomes that actually matter. Session Enrichment for Algorithm Training: Algorithms learn in sequence. Enriched sessions with purchase events or CRM stage changes help Meta and Google understand shopper and lead behaviour before they convert. Audience Builder & Real-Time Activation: Segment by lifecycle, value, CRM stage, and purchase behaviour. Auto-refresh audience membership across every connected platform in real time, recovering stronger remarketing pools with cleaner identity and higher match rates. Offline Conversion Tracking: Send CRM stages, in-store sales, COD orders, and phone orders back into ad platform learning so the full business, not just web conversions, is visible to optimisation. Value-Based Bidding Signals: Send order value and revenue tiers with every purchase event so ad platforms bid for margin and high-value buyers, not low-AOV conversions. True Click Attribution & Funnel Analytics: Measure orders, revenue, and qualified pipeline by channel. Know which campaigns deserve more budget, not what platforms inflate in their own dashboards. Track which products turn views into purchases and which lead stages turn clicks into SQL and won deals. Privacy, Consent & Data Residency: Privacy-first by design with hashing, consent-aware collection, server-side delivery, and regional hosting across the EU (Frankfurt), US (Virginia), and APAC (Singapore). Compliant with GDPR, HIPAA, CCPA, and DPA, keeping signal flow durable even when platform restrictions break default setups. Outcomes You Can Train For CustomerLabs lets teams choose the outcome they want more of. Train campaigns on new buyers instead of every buyer in the same pool. Optimize for subscriber starts, renewals, and repeat value instead of one-time purchases. Push qualified CRM stages back into platforms so optimisation improves pipeline quality, not just form-fill volume. Send revenue tiers and basket value back so platforms bid toward the buyers that matter most. Recover stronger remarketing pools with cleaner identity and higher match rates. Use product and category signals to push spend toward higher-margin catalogue demand. Send store sales, COD, and closed revenue back into platform learning. Keep signal flow durable with consent-aware collection and tighter downstream control. Built For Your Stack DTC & Ecommerce: Separate new vs. returning customers; send value signals; and scale what matters, driving up to 86% new-customer purchases. Lead Gen & B2B: Push MQL, SQL, and won stages back so platforms find better leads instead of cheap form fills, improving the lead-to-opportunity ratio by 20%. Agencies: Manage signal quality, match rates, and outcomes across every client from one setup instead of rebuilding workflows per account. Offline & COD: Make invisible revenue visible to ads by sending store sales, COD, and POS conversions back to Meta and Google. Health & Wellness: Stay live through platform restrictions with consent-aware, privacy-safe signal delivery. One brand recovered a 9.3 EMQ score in under 24 hours after metadata restrictions. Multi-Platform Ecommerce: Unify Shopify, CRM, and POS into one signal layer so platforms learn from cleaner customer and revenue feedback. Proven Outcomes Smars, a leading jewellery brand, scaled campaigns to 86% new-customer purchases (212 of 247 conversions were net-new buyers) by training Meta and Google on first-time buyers instead of returning purchasers in the same conversion pool, using new-customer acquisition signals (NCAC). Fateh increased its lead-to-opportunity ratio by 20% by sending MQL, SQL, and won stages back to ad platforms so campaigns learnt from pipeline quality rather than raw form fills. Dundas Life slashed top-of-funnel lead costs by 60% by feeding lead-stage values into Google Enhanced Conversions, moving bidding toward deals won instead of cheap top-of-funnel leads. A personal wellness brand overcame Meta's data restrictions by recovering a 9.3 EMQ score through consent-aware hashing and first-party domain delivery, staying live when default setups broke. Other teams have controlled cost-per-purchase across multiple products by sending order value with every purchase event and improved retargeting performance while reducing cost-per-lead using cleaner first-party audiences. Across geos and verticals, brands report results like 95% event match, +3.8x ROAS, +62% new customers, 96% data accuracy, +55% audience reach, +2.8x ROAS, +40% attribution, +45% prepaid orders, and +3.2x customer LTV. Who Uses CustomerLabs CustomerLabs is trusted by performance teams at brands and agencies, including The Sleep Company, Mokobara, Snitch, The Good Bug, Goodbody Wellness, WPP, Dentsu, Rare Rabbit, and many more across 19+ industries, from e-commerce and lead generation to health and wellness and agency operations. Frequently Asked Questions Do I need a credit card to start? No. CustomerLabs offers a 14-day trial with no card upfront. Use cases are scoped before signup, so the trial period is purely for data audit, data ingestion, and activation. Where is my data stored? CustomerLabs offers regional hosting across the EU (Frankfurt), US (Virginia), and APAC (Singapore) to meet data residency requirements. Is CustomerLabs privacy-compliant? Yes. The platform is built to support GDPR, HIPAA, and CCPA compliance, with hashing, consent-aware collection, and server-side delivery. Most teams already have CAPI live. The real question is whether the platform is learning from the right purchase signal, and that is exactly what CustomerLabs Signal Engineering solves. CustomerLabs gives performance marketing teams one system for first-party data collection, identity resolution, and signal engineering, moving them from tracking fixes to true 1PD Ops.

**Average Rating:** 4.8/5.0

**Total Reviews:** 31

#### How Do G2 Users Rate CustomerLabs 1PD Ops Platform?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 9.2/10 (Category avg: 8.0/10)
- **Data Enrichment:** 10.0/10 (Category avg: 8.6/10)
- **Expandability:** 9.9/10 (Category avg: 8.6/10)

#### Who Is the Company Behind CustomerLabs 1PD Ops Platform?

- **Seller:** [CustomerLabs](https://www.g2.com/sellers/customerlabs)
- **Year Founded:** 2013
- **HQ Location:** Willington, US
- **Twitter:** @customerlabsco  
342 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e24917c57d9f9d86cca8ac8f90d0c77874ca55ffbbb946e4fa647f46f70a7af5&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2828395&secure%5Burl_type%5D=linkedin_company_website)  
46 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising
- **Company Size:** 53% Small, 22% Medium

#### What Do G2 Reviewers Say About CustomerLabs 1PD Ops Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **outstanding customer support** from CustomerLabs, enjoying quick assistance and transparent communication.
- Users highlight the **easy setup process** of CustomerLabs 1PD Ops Platform, making integration quick and efficient.
- Users commend the **easy setup** of CustomerLabs 1PD Ops Platform, finding the process quick and efficient with excellent support.
- Users value the **extensive data availability** of CustomerLabs 1PD Ops Platform, enhancing their analytics and operational efficiency.
- Users find the **initial setup extremely easy** , appreciating quick assistance and minimal effort needed from developers.

##### Cons

- Users find the **pricing model linked to event tracking expensive** , suggesting alternatives for more cost-effective options.
- Users feel that **complex reporting structures** hinder their understanding of customer origins within the platform.
- Users find the **pricing model linked to tracked events** to be potentially more affordable for better value.
- Users feel the **difficult reporting** structures hinder understanding customer origins, impacting effective decision-making.
- Users find the **difficult setup** of CustomerLabs challenging without technical skills, though support is helpful in guiding them.

#### What Are Recent G2 Reviews of CustomerLabs 1PD Ops Platform?

**["A Reliable, Privacy-Safe Tracking Solution for Health and Wellness"](https://www.g2.com/survey_responses/customerlabs-1pd-ops-platform-review-13212489)**

**Rating:** 5.0/5.0 stars

_— Caros P._

[Read full review](https://www.g2.com/survey_responses/customerlabs-1pd-ops-platform-review-13212489)

**["Easy to Use, Flexible Support, and a Big Win with Meta Tracking"](https://www.g2.com/survey_responses/customerlabs-1pd-ops-platform-review-13122940)**

**Rating:** 5.0/5.0 stars

_— Cam H._

[Read full review](https://www.g2.com/survey_responses/customerlabs-1pd-ops-platform-review-13122940)

#### What Are G2 Users Discussing About CustomerLabs 1PD Ops Platform?

- [What is a CDP solution?](https://www.g2.com/discussions/customerlabs-cdp-what-is-a-cdp-solution)
- [What is a CDP solution?](https://www.g2.com/discussions/what-is-a-cdp-solution)
- [What is CDP and various function of CDP?](https://www.g2.com/discussions/what-is-cdp-and-various-function-of-cdp)
- [What are the benefits of CDP?](https://www.g2.com/discussions/what-are-the-benefits-of-cdp)
- [What is CDP software?](https://www.g2.com/discussions/what-is-cdp-software) - 1 comment, 1 upvote

### [Clientbook](https://www.g2.com/products/clientbook/reviews)

Clientbook is the digital sales assistant for jewelers and other luxury retailers to make more money. We make your team clienteling rockstars by organizing customer data, automating follow-ups, and leveraging AI to create personalized and timely communications to bring customers back into your store. Nearly a thousand jewelers around the country are achieving more repeat business, building deeper customer relationships, and generating more income by using Clientbook. They love having a virtual sales assistant working nonstop helping sales associates to level up and create more opportunities for a sale.

**Average Rating:** 4.5/5.0

**Total Reviews:** 44

#### How Do G2 Users Rate Clientbook?

- **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.2/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.4/10 (Category avg: 8.6/10)
- **Expandability:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Clientbook?

- **Seller:** [Clientbook](https://www.g2.com/sellers/clientbook)
- **Year Founded:** 2017
- **HQ Location:** Lehi, UT
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c7c7c42ee8410f1436f39d912e506cf4d1249b4649cf582201654683dee5ab9d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fclientbook-retail%2F&secure%5Burl_type%5D=linkedin_company_website)  
22 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Luxury Goods & Jewelry, Retail
- **Company Size:** 91% Small, 7% Medium

#### What Do G2 Reviewers Say About Clientbook?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **easy communication** with clients through Clientbook, enhancing sales follow-up and increasing deposit payments.
- Users value the **customer engagement capabilities** of Clientbook, enhancing relationships through personalized communication and insights.
- Users appreciate the **helpful customer support** from Clientbook, enhancing their experience and addressing queries effectively.
- Users find Clientbook **extremely convenient** for managing customer inquiries and capturing sales efficiently every day.
- Users find **Clientbook easy to use** , enabling quick client responses and efficient communication while staying organized.

##### Cons

- Users experience several **frequent glitches** , but appreciate the prompt resolution and supportive customer service.
- Users express frustration with **data management issues** , particularly difficulties in client addition and language limitations.
- Users experience **poor categorization** in Clientbook, leading to disorganization and missed communications in their inbox.
- Users express frustration with **SMS limitations** , particularly with messages ending up in spam and restrictive tagging options.
- Users find the **system limitations** of Clientbook frustrating, with issues like client availability and edit restrictions.

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

**["I'm Making More Money with Clientbook"](https://www.g2.com/survey_responses/clientbook-review-10444143)**

**Rating:** 5.0/5.0 stars

_— jenna h._

[Read full review](https://www.g2.com/survey_responses/clientbook-review-10444143)

**["Fast, Easy Customer Communication with Reliable Edge Integration"](https://www.g2.com/survey_responses/clientbook-review-12703472)**

**Rating:** 4.5/5.0 stars

_— Kaitlyn A._

[Read full review](https://www.g2.com/survey_responses/clientbook-review-12703472)

#### What Are G2 Users Discussing About Clientbook?

- [What is Clientbook Retail used for?](https://www.g2.com/discussions/what-is-clientbook-retail-used-for)

### [Dialog Insight](https://www.g2.com/products/dialog-insight/reviews)

Dialog Insight is a customer engagement platform that&nbsp;empowers businesses to generate more customer touchpoints and build brand loyalty through the automation of personalization. The platform features a range of tools for creating and deploying campaigns, as well as analytics and reporting capabilities to track the success of those campaigns. Dialog Insight's key benefits include the ability to segment and target customer groups, automate and personalize communication, and optimize campaigns for maximum performance. Dialog Insight delivers a true 1:1 customer experience, targeting the right segment across all channels, and maximizing ROI while reducing cost and time.&nbsp;

**Average Rating:** 4.6/5.0

**Total Reviews:** 37

#### How Do G2 Users Rate Dialog Insight?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.3/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.3/10 (Category avg: 8.6/10)
- **Expandability:** 9.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Dialog Insight?

- **Seller:** [Dialog Insight](https://www.g2.com/sellers/dialog-insight)
- **Year Founded:** 1999
- **HQ Location:** Quebec, Canada
- **Twitter:** @DialogInsight  
304 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b0417efd8d539678f44f3a6a3566abd7ec503d55438f7389f32e91aef9de726d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdialoginsight&secure%5Burl_type%5D=linkedin_company_website)  
68 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Non-Profit Organization Management
- **Company Size:** 50% Small, 37% Medium

#### What Are Recent G2 Reviews of Dialog Insight?

**["Easy-to-use platform and excellent customer service"](https://www.g2.com/survey_responses/dialog-insight-review-9470698)**

**Rating:** 5.0/5.0 stars

_— Veronique F._

[Read full review](https://www.g2.com/survey_responses/dialog-insight-review-9470698)

**["Great experience working with Dialog Insight"](https://www.g2.com/survey_responses/dialog-insight-review-9588620)**

**Rating:** 4.5/5.0 stars

_— Julie T._

[Read full review](https://www.g2.com/survey_responses/dialog-insight-review-9588620)

#### What Are G2 Users Discussing About Dialog Insight?

- [What is Dialog Insight used for?](https://www.g2.com/discussions/what-is-dialog-insight-used-for) - 1 upvote

### [AdRoll ABM (Formerly RollWorks)](https://www.g2.com/products/adroll-abm-formerly-rollworks/reviews)

AdRoll is a connected advertising platform designed to assist growth-oriented marketers in navigating the complexities of digital advertising. This software solution provides a comprehensive suite of tools that empower mid-sized businesses to transform intricate marketing challenges into clear strategies that drive customer engagement and conversion. By leveraging advanced artificial intelligence, AdRoll streamlines the advertising process, enabling users to focus on achieving their business goals. Targeted primarily at mid-sized businesses across various industries such as ecommerce, technology, financial services, and education, AdRoll caters to marketers seeking to enhance their advertising effectiveness. The platform is particularly beneficial for those looking to implement multi-channel advertising strategies, as it offers insights into audience behavior and cross-channel attribution. This functionality allows businesses to understand the customer journey better and optimize their marketing efforts accordingly. One of the standout features of AdRoll is its ability to deliver full-funnel performance. Marketers can create and manage campaigns that span multiple channels, ensuring that their messaging reaches potential customers at various touchpoints. Additionally, the platform provides valuable audience insights, helping users identify and target the right demographics effectively. For B2B teams, AdRoll's Account-Based Marketing (ABM) capabilities, previously known as RollWorks, enhance these features by enabling account-specific targeting and multi-touch campaigns, supported by real-time buyer intelligence. AdRoll's integration capabilities further distinguish it within the advertising software category. The platform seamlessly connects with various marketing tools and systems, allowing users to consolidate their advertising efforts in one place. This integration not only simplifies campaign management but also enhances data analysis, enabling marketers to make informed decisions based on comprehensive performance metrics. With nearly two decades of data backing its operations and a reputation for award-winning support, AdRoll equips marketing teams with the resources they need to advertise more intelligently, respond quickly to market changes, and achieve their objectives efficiently.

**Average Rating:** 4.3/5.0

**Total Reviews:** 653

#### How Do G2 Users Rate AdRoll ABM (Formerly RollWorks)?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.9/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.1/10 (Category avg: 8.6/10)
- **Expandability:** 8.1/10 (Category avg: 8.6/10)

#### Who Is the Company Behind AdRoll ABM (Formerly RollWorks)?

- **Seller:** [NextRoll](https://www.g2.com/sellers/nextroll)
- **Company Website:** www.nextroll.com
- **Year Founded:** 2018
- **HQ Location:** San Francisco, California
- **Twitter:** @NextRoll\_Inc  
274 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c91af1596b406565ab4d6a82b1ade3ec6931d1b4b81bcfd38acdb015ab14e35e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fadroll%2Fpeople%2F&secure%5Burl_type%5D=linkedin_company_website)  
175 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Digital Marketing Manager, Marketing Manager
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 58% Medium, 27% Small

#### What Do G2 Reviewers Say About AdRoll ABM (Formerly RollWorks)?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of AdRoll ABM, highlighting its simple setup and excellent customer support.
- Users value the **precise audience targeting** of AdRoll ABM, enhancing engagement and guiding prospects through their journey.
- Users value the **precise targeting ability** of AdRoll ABM, enhancing their advertising effectiveness across multiple channels.
- Users value the **insightful intent data** from AdRoll ABM, enhancing targeting and ROI tracking across campaigns.
- Users appreciate the **great customer support** from AdRoll, facilitating a smooth onboarding and integration process.

##### Cons

- Users find the **steep learning curve** of AdRoll ABM challenging, especially with its complex campaign management terminology.
- Users express concern over **missing features** , such as limited advertising options and inadequate reporting tools for effective use.
- Users note the **limited features** of AdRoll ABM, particularly in filters and native advertising options for segmentation.
- Users express frustration over **campaign issues** with AdRoll ABM, citing difficulties tracking leads and inconsistent reporting.
- Users are frustrated with the **targeting limitations** of AdRoll ABM, making it hard to reach specific leads effectively.

#### What Are Recent G2 Reviews of AdRoll ABM (Formerly RollWorks)?

**["A Valuable Platform for Account-Based Marketing and Display Advertising"](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-13132710)**

**Rating:** 5.0/5.0 stars

_— Sandra T._

[Read full review](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-13132710)

**["Quick to Launch ABM with Clean HubSpot Integration and Actionable ICP Insights"](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-13139001)**

**Rating:** 5.0/5.0 stars

_— Rob Y._

[Read full review](https://www.g2.com/survey_responses/adroll-abm-formerly-rollworks-review-13139001)

#### What Are G2 Users Discussing About AdRoll ABM (Formerly RollWorks)?

- [What is RollWorks Account-Based Platform used for?](https://www.g2.com/discussions/what-is-rollworks-account-based-platform-used-for)

### [Fullstory](https://www.g2.com/products/fullstory/reviews)

Fullstory is a behavioral data and analytics platform that helps technology leaders and digital experience teams understand their digital story so they can drive better digital experiences. Customer-centric enterprises rely on Fullstory to uncover and eliminate the friction buried between clicks and across workflows, turning frustrated visitors and employees into unwavering advocates. From proactively highlighting areas for optimization to triggering real-time personalization that genuinely resonates, Fullstory’s behavioral data with agentic AI provides deeper and more immediately actionable insights beyond conventional web and product analytics. While other tools require extensive manual tagging that can lead to missed insights, Fullstory automatically collects, structures, and enriches the full spectrum of behavioral data from digital activities. Diagnostics on what users play and pause, what they copy and paste, where they zoom in & out, what apps are in use, then translates those behaviors into actions, insights, and recommendations, all aiding to improve customer and employee journeys. Agentic AI proactively highlights issues and provides recommendations to eliminate gaps in the digital experience, driving improved business outcomes. With a deeper understanding of customer and employee journeys, Fullstory provides the context needed to improve digital experiences, accelerate decision-making, and create human-centered experiences that drive revenue and reduce spend, faster.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1,033

#### How Do G2 Users Rate Fullstory?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 6.8/10 (Category avg: 8.0/10)
- **Data Enrichment:** 7.4/10 (Category avg: 8.6/10)
- **Expandability:** 7.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Fullstory?

- **Seller:** [Fullstory](https://www.g2.com/sellers/fullstory)
- **Company Website:** www.fullstory.com
- **Year Founded:** 2014
- **HQ Location:** Atlanta, GA
- **Twitter:** @fullstory  
4,890 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=17669e7d21240fe44c13fea247be23a0c45421c1cadce5d9e19690640c49f3f7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3654338%2F&secure%5Burl_type%5D=linkedin_company_website)  
559 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Manager, Senior Product Manager
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 44% Medium, 37% Small

#### What Do G2 Reviewers Say About Fullstory?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **intuitive UI** of Fullstory, finding it easy to use and effective for analytics tasks.
- Users appreciate the **intuitive UI** of Fullstory, which simplifies dashboard setup and enhances usability significantly.
- Users commend Fullstory's **top-notch customer support** , enhancing confidence and ease of use for analytics and insights.
- Users value the **ease of use and insightful analytics** from Fullstory, enhancing their understanding of user behavior.
- Users value the **robust data analytics** in FullStory, providing deep insights into customer behavior and experiences.

##### Cons

- Users note a significant **learning curve** with Fullstory, though support teams help navigate the complexities effectively.
- Users find the **lack of customization and difficult data sharing** to be a significant limitation of Fullstory.
- Users note the **missing features** in Fullstory that hinder effective user flow and functionality across applications.
- Users find **difficulty** in data governance and customization, making it challenging to leverage Fullstory's full capabilities.
- Users find the **limited features** of Fullstory restrict their ability to track user flows and share data effectively.

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

**["An useful tool to track your users' journey"](https://www.g2.com/survey_responses/fullstory-review-9718865)**

**Rating:** 4.5/5.0 stars

_— Federico M._

[Read full review](https://www.g2.com/survey_responses/fullstory-review-9718865)

**["Robust, Easy-to-Use Insights with Outstanding FullStory Support"](https://www.g2.com/survey_responses/fullstory-review-12937876)**

**Rating:** 5.0/5.0 stars

_— Bobbi M._

[Read full review](https://www.g2.com/survey_responses/fullstory-review-12937876)

#### What Are G2 Users Discussing About Fullstory?

- [What is FullStory used for?](https://www.g2.com/discussions/what-is-fullstory-used-for) - 1 comment, 1 upvote
- [What is Usetiful used for?](https://www.g2.com/discussions/what-is-usetiful-used-for) - 1 comment
- [How does FullStory work?](https://www.g2.com/discussions/fullstory-how-does-fullstory-work)
- [What is full story com?](https://www.g2.com/discussions/what-is-full-story-com)
- [How much does FullStory cost?](https://www.g2.com/discussions/how-much-does-fullstory-cost)

### [Iterable](https://www.g2.com/products/iterable/reviews)

Iterable is the AI customer engagement platform built for enterprise scale, loved by teams, and trusted by global brands like Priceline, Fabletics, Blockchain, and Box. It transforms data into action, powering intelligent, personalized experiences across every channel to drive measurable growth. Iterable gives teams the speed to move, the governance to stay in control, and the flexibility to continuously optimize performance at scale. With Iterable, customer engagement isn’t just a tactic—it’s a growth engine. Learn more at www.iterable.com.

**Average Rating:** 4.4/5.0

**Total Reviews:** 814

#### How Do G2 Users Rate Iterable?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.1/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.1/10 (Category avg: 8.6/10)
- **Expandability:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Iterable?

- **Seller:** [Iterable](https://www.g2.com/sellers/iterable)
- **Company Website:** www.iterable.com
- **Year Founded:** 2013
- **HQ Location:** San Francisco, CA
- **Twitter:** @Iterable  
2,603 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=57f34ca5fa287acf17def82f09fa1ea2d8eadd357dca07844933766eb1e6e1a0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3119164%2F&secure%5Burl_type%5D=linkedin_company_website)  
873 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Email Marketing Manager, Lifecycle Marketing Manager
- **Top Industries:** Marketing and Advertising, Health, Wellness and Fitness
- **Company Size:** 54% Medium, 26% Small

#### What Do G2 Reviewers Say About Iterable?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of Iterable, particularly appreciating the seamless onboarding and support from the team.
- Users appreciate the **intuitive design** of Iterable, making campaign management and learning the platform effortless.
- Users appreciate the **helpful and knowledgeable customer support** of Iterable, facilitating a smooth onboarding experience.
- Users find Iterable's **exceptional support** and onboarding experience invaluable for maximizing their marketing efficiency and effectiveness.
- Users value the **ease of automation** in Iterable, enhancing their marketing efficiency and customer engagement effortlessly.

##### Cons

- Users express frustration over **missing features** in Iterable, including NHI filters and HTML template export options.
- Users find the **learning curve for Iterable** steep, especially regarding advanced segmentation and journey initiation.
- Users find Iterable's **limited features** hinder usability and require workarounds for better campaign management.
- Users find Iterable's interface **not intuitive** , leading to frustration and a steep learning curve for new users.
- Users are frustrated by the **limited customization** in Iterable, impacting flexibility in dynamic fields and reporting.

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

**["Iterable: The Intuitive Platform That Makes Data Actionable"](https://www.g2.com/survey_responses/iterable-review-12383489)**

**Rating:** 4.5/5.0 stars

_— Jake B._

[Read full review](https://www.g2.com/survey_responses/iterable-review-12383489)

**["Iterable scales with your growth and unifies B2B and B2C journeys"](https://www.g2.com/survey_responses/iterable-review-12943549)**

**Rating:** 5.0/5.0 stars

_— Daniel A._

[Read full review](https://www.g2.com/survey_responses/iterable-review-12943549)

#### What Are G2 Users Discussing About Iterable?

- [Is iterable a CRM?](https://www.g2.com/discussions/is-iterable-a-crm)
- [What is iterable in Java?](https://www.g2.com/discussions/what-is-iterable-in-java) - 1 comment
- [How much does iterable cost?](https://www.g2.com/discussions/how-much-does-iterable-cost) - 1 comment
- [What is Iterable?](https://www.g2.com/discussions/what-is-iterable) - 2 comments

### [Forest](https://www.g2.com/products/forest-app/reviews)

Forest is the operational infrastructure regulated companies grow on. It's where your team and your AI agents run compliance and business operations together, across any provider and any database, with your data staying in your systems. The problem we solve. Regulated ops teams run compliance and business ops across a widening stack: more provider portals, tighter regulation, and now AI agents plugging into workflows nobody scoped. The result: ops capacity goes to managing the system, not managing risk. What we bring. Four layers that make agentic ops safe in regulated environments. 1. Sovereign data backbone. Forest reads and writes directly to your databases and APIs through datasources. Providers and AI models plug in through MCP connectors. Client-hosted, your data never leaves your infrastructure. 2. Intelligent ops orchestration. Build workflows or code actions where your team and AI agents work the same cases: KYC/KYB, AML, fraud, payment ops, disputes, crypto compliance. AI handles the repetitive; humans make the calls that matter. 3. Compliance and AI governance. One permission model for humans and AI agents. Record-level audit log with reasoning traces for AI steps. SOC 2 certified, GDPR-aligned. The evidence layer your compliance team needs to demonstrate compliance. 4. Composable and headless. Bring your own AI agents, model, and vendors. Forest's MCP server exposes data, actions, and workflows under your audit model. Swap a KYC provider, PSP, or model without rewriting workflows. Trusted by ambitious fintechs. Forest is the back-office powering Ops at fast-growing fintechs across Europe, the Americas, and beyond. Teams at Belvo, Qonto, Raylo, Roundtable, Spendesk, Swan, and Modern Treasury rely on Forest to run secure, auditable, and scalable operations. Forest was previously known as Forest Admin. Learn more at forest.app.

**Average Rating:** 4.6/5.0

**Total Reviews:** 58

#### How Do G2 Users Rate Forest?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.0/10 (Category avg: 8.0/10)
- **Data Enrichment:** 7.8/10 (Category avg: 8.6/10)
- **Expandability:** 8.3/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Forest?

- **Seller:** [Forest](https://www.g2.com/sellers/forest)
- **Year Founded:** 2017
- **HQ Location:** San Francisco, California
- **Twitter:** @ForestAdmin  
1,410 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=597692f74dd005d735d5a648f36e216bbfcf7da17db93c034cd5743336f3fae9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F6593185&secure%5Burl_type%5D=linkedin_company_website)  
40 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 59% Small, 38% Medium

#### What Do G2 Reviewers Say About Forest?

_AI-generated summary from verified user reviews_

##### Pros

- Users praise the **ease of use** of Forest, appreciating its intuitive design and flexible configuration for daily tasks.
- Users value the **customizability** of Forest Admin, enhancing efficiency and adapting tools to fit team needs seamlessly.
- Users find Forest Admin to be incredibly **intuitive** , streamlining workflows and enhancing internal efficiency effortlessly.
- Users value the **customizability** of Forest, empowering efficient workflows tailored to specific team needs without developer involvement.
- Users value the **customization options** of Forest, which enhance efficiency and adapt to team needs seamlessly.

##### Cons

- Users feel the design has **limitations** that could lead to management issues and inconsistencies across teams.
- Users face **onboarding difficulties** due to technical setup requirements, limiting self-sufficiency without engineering support.
- Users feel the **poor design** of Forest hinders team management and lacks a cohesive UI across teams.
- Users experience **slow performance** with Forest, particularly in data retrieval and loading times during use.
- Users express concerns about **update issues** , which can hinder setup and take time to resolve effectively.

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

**["User Friendly & easy on the eye"](https://www.g2.com/survey_responses/forest-review-11075836)**

**Rating:** 5.0/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/forest-review-11075836)

**["Massive-scale back‑office built in minutes, backed by exceptional support"](https://www.g2.com/survey_responses/forest-review-11314354)**

**Rating:** 5.0/5.0 stars

_— Sebastiaan D._

[Read full review](https://www.g2.com/survey_responses/forest-review-11314354)

#### What Are G2 Users Discussing About Forest?

- [What is Forest Admin used for?](https://www.g2.com/discussions/what-is-forest-admin-used-for)

### [Lexer](https://www.g2.com/products/lexer-2021-04-20/reviews)

Lexer is a leading Customer Data and Experience Platform (CDXP) that unifies fragmented data into a high-definition unified for retail and hospitality brands. By enriching first-party data with AI-powered predictive analytics and Experian insights, Lexer empowers business users to orchestrate hyper-targeted omnichannel campaigns and personalized 1:1 engagement. This all-in-one hub democratizes data across marketing, service, and sales teams, bridging the digital-physical divide with real-time context for authentic clienteling. Supported by dedicated retail and hospitality experts, Lexer ensures a rapid path to ROI, helping global brands own their customer destiny and achieve significant growth. Lexer is a private, Australian-founded company with a team of 100+ working with over 150 brands in Australia, Asia and the USA. To learn more about Lexer or get a demo, visit https://www.lexer.io/.

**Average Rating:** 4.5/5.0

**Total Reviews:** 53

#### How Do G2 Users Rate Lexer?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.7/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.1/10 (Category avg: 8.6/10)
- **Expandability:** 8.4/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Lexer?

- **Seller:** [Lexer](https://www.g2.com/sellers/lexer)
- **Year Founded:** 2010
- **HQ Location:** Melbourne, Australia
- **Twitter:** @lexer  
930 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=5cdf61fab3af74d18739dfe2460fcd8d3de4c9249ae65cc16746b53b28851ff0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Flexer%2F&secure%5Burl_type%5D=linkedin_company_website)  
62 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Apparel & Fashion
- **Company Size:** 42% Small, 34% Medium

#### What Do G2 Reviewers Say About Lexer?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **responsive customer support** from Lexer, which enhances their experience and understanding of the platform.
- Users recognize the **strong AI integrations** of Lexer, valuing their effectiveness and contributions to the product's functionality.
- Users value the **unlimited insights and analytics** from Lexer, appreciating the support for actionable findings.
- Users value the **analytics expertise** of Lexer, gaining unlimited insights and actionable takeaways from their customer data.
- Users value the **communication efficiency** of Lexer, benefiting from clear insights and actionable support for their analytics.

##### Cons

- Users report encountering **bugs** in Lexer that disrupt functionality and hinder overall user experience.
- Users face frequent **frustration** when the page refreshes, causing them to lose their ongoing responses.
- Users find the **learning curve challenging** , making it daunting for infrequent users despite ongoing improvements to simplify the experience.
- Users feel that there are occasional **learning difficulties** with Lexer, especially for infrequent users, despite efforts to simplify.
- Users find Lexer **not user-friendly** , often feeling it's daunting for those unfamiliar with the platform.

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

**["Easy and responsive"](https://www.g2.com/survey_responses/lexer-review-10837207)**

**Rating:** 4.5/5.0 stars

_— Ronilo Junior Y._

[Read full review](https://www.g2.com/survey_responses/lexer-review-10837207)

**["Solutions for all problems"](https://www.g2.com/survey_responses/lexer-review-10870150)**

**Rating:** 4.5/5.0 stars

_— Verified User in Retail_

[Read full review](https://www.g2.com/survey_responses/lexer-review-10870150)

#### What Are G2 Users Discussing About Lexer?

- [What is Lexer used for?](https://www.g2.com/discussions/what-is-lexer-used-for)

### [Hull](https://www.g2.com/products/hull/reviews)

Hull allows sales, marketing and customer success teams to make sense of the whole customer journey and use all customer data that’s otherwise locked up and siloed away in dozens of separate tools and databases. It puts everyone customer-facing in your organization on the same page by creating one common set of customer data across the whole customer journey.

**Average Rating:** 4.6/5.0

**Total Reviews:** 41

#### How Do G2 Users Rate Hull?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 2.5/10 (Category avg: 8.0/10)
- **Data Enrichment:** 9.3/10 (Category avg: 8.6/10)
- **Expandability:** 8.9/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Hull?

- **Seller:** [Hull](https://www.g2.com/sellers/hull)
- **Year Founded:** 2013
- **HQ Location:** Atlanta, GA
- **Twitter:** @hull  
2,501 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a8152d97a836b55517478f8522791bd238dd7d494fc2cee3ddcbf70084b8b5eb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2853032%2F&secure%5Burl_type%5D=linkedin_company_website)  
50 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Financial Services
- **Company Size:** 49% Medium, 49% Small

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

**["Flexibility of connectors is amazing"](https://www.g2.com/survey_responses/hull-review-6799854)**

**Rating:** 4.0/5.0 stars

_— Verified User in Marketing and Advertising_

[Read full review](https://www.g2.com/survey_responses/hull-review-6799854)

**["Hull is awesome to connect all kind of data but reliability..."](https://www.g2.com/survey_responses/hull-review-4442394)**

**Rating:** 4.5/5.0 stars

_— Jordan C._

[Read full review](https://www.g2.com/survey_responses/hull-review-4442394)

### [Actito](https://www.g2.com/products/actito/reviews)

Actito is a SaaS customer engagement platform designed to help marketing teams independently create and orchestrate personalized omnichannel experiences. This innovative solution empowers businesses to engage their customers effectively across various channels, ensuring that marketing efforts are not only cohesive but also tailored to individual preferences and behaviors. Targeted primarily at mid-sized to large companies, Actito serves organizations that require a comprehensive and unified approach to their marketing activities. By consolidating customer data into a single platform, Actito enables marketing teams to manage their campaigns more efficiently. The platform is particularly beneficial for businesses looking to enhance their customer engagement strategies through real-time, personalized messaging across multiple channels, including email, SMS, push notifications, WhatsApp, RCS, Wallet, ad audiences, call centers, and print. One of the standout features of Actito is its ability to centralize and activate customer data. This functionality allows users to design and target messages that resonate with their audience, enhancing the overall effectiveness of marketing campaigns. The integration of artificial intelligence further streamlines the marketing process, making it more agile and responsive to changing customer needs. By leveraging AI, Actito helps marketers analyze data trends and optimize their strategies, ultimately driving growth and improving customer relationships. Additionally, Actito's secure European infrastructure ensures that customer data is handled with the utmost care, adhering to strict privacy regulations. This focus on data security is particularly appealing to companies operating within the EU or those that prioritize compliance with data protection laws. With headquarters in Belgium and offices in France and Spain, Actito has established a strong presence in the European market and currently supports over 250 clients worldwide. In summary, Actito is more than just a marketing tool; it is a comprehensive platform that supports businesses in transforming their marketing efforts into significant growth drivers. By offering a unified solution for managing customer engagement across various channels, Actito enables organizations to create personalized experiences that foster customer loyalty and drive business success.

**Average Rating:** 4.3/5.0

**Total Reviews:** 174

#### How Do G2 Users Rate Actito?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.2/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.9/10 (Category avg: 8.6/10)
- **Expandability:** 8.8/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Actito?

- **Seller:** [Ibexa](https://www.g2.com/sellers/ibexa)
- **Company Website:** www.ibexa.co
- **Year Founded:** 1999
- **HQ Location:** Oslo, Norway
- **Twitter:** @IBEXA  
2 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7d08b4f1e8ca424ba7be9e320933355ce2bfe432f219154446bebc097ba51082&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fibexa&secure%5Burl_type%5D=linkedin_company_website)  
159 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Marketing and Advertising
- **Company Size:** 47% Medium, 34% Small

#### What Do G2 Reviewers Say About Actito?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **helpful and supportive customer support** of Actito, enhancing their overall experience with the tool.
- Users find Actito's **ease of use** invaluable, allowing for effortless customization and effective marketing campaign management.
- Users value Actito's **powerful automation features** that enhance customer engagement and streamline marketing efforts.
- Users highlight the **exceptional support** from Actito, which enhances their experience and facilitates achieving business goals.
- Users appreciate the **automation efficiency** of Actito, making campaign management and customer engagement seamless and effective.

##### Cons

- Users find **integration issues** with Actito, noting slow implementation and the need for more native connectors.
- Users find the **learning curve steep** due to complex features and a less intuitive interface affecting usability.
- Users find **complexity in automation and integration** , requiring extra knowledge and support, making it less intuitive.
- Users encounter **integration difficulties** due to slow implementation and lack of native connectors, complicating system connectivity.
- Users find the **integration difficulty** with Actito problematic, highlighting slow implementation and lack of native connectors.

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

**["Precise Customer Tracking and Powerful Automated Outreach"](https://www.g2.com/survey_responses/actito-review-12870721)**

**Rating:** 5.0/5.0 stars

_— Laverne N._

[Read full review](https://www.g2.com/survey_responses/actito-review-12870721)

**["Fast, Secure, No-Code Campaigns with a Straightforward Drag-and-Drop Builder"](https://www.g2.com/survey_responses/actito-review-12853358)**

**Rating:** 4.5/5.0 stars

_— Naomi M._

[Read full review](https://www.g2.com/survey_responses/actito-review-12853358)

#### What Are G2 Users Discussing About Actito?

- [What is Actito used for?](https://www.g2.com/discussions/what-is-actito-used-for)

### [Revotas](https://www.g2.com/products/revotas/reviews)

Revotas is an insights-led customer experience platform trusted by over 1,000 global consumer brands such as Miele, Beşiktaş, Little Caesars, Toyota, Elite World Hotels and more. Digital-first and Enterprise brands from 20+ countries use Revotas to power digital marketing experiences for over 1 billion customers monthly and send 2.2 billion messages daily. &nbsp; Revotas was recognized as a High Performer in G2 Winter 2024. Revotas has also recognized in four categories that include Customer Data Platform, E-commerce Personalization, Marketing Automation, Personalization. Product Description: &nbsp; Customer Data Platform Revotas’s Customer Data Platform (CDP) is a specialized type of software designed to help businesses collect, consolidate, and manage customer data from various sources, and make this data accessible for marketing and customer engagement purposes. Revotas is a critical tool for businesses looking to deliver more personalized and effective marketing campaigns, as well as improve customer experiences. &nbsp; &nbsp; Customer Engagement Platform Revotas based on artificial intelligence (AI) is a system that uses AI and machine learning technologies to enhance and optimize various aspects of email communication. Revotas can categorize and prioritize emails for users. It can identify important emails, filter out spam, and sort messages into different folders or categories. Automation Platform Revotas’ Marketing Automation Platform is a software solution designed to streamline, automate, and measure marketing tasks and workflows, allowing businesses to more effectively market their products and services to their target audiences.

**Average Rating:** 4.8/5.0

**Total Reviews:** 58

#### How Do G2 Users Rate Revotas?

- **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 9.9/10 (Category avg: 8.0/10)
- **Data Enrichment:** 10.0/10 (Category avg: 8.6/10)
- **Expandability:** 9.9/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Revotas?

- **Seller:** [Revotas](https://www.g2.com/sellers/revotas)
- **Year Founded:** 2009
- **HQ Location:** Boston, MA
- **Twitter:** @RevotasHQ  
58 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1982fe38fb09c2b1dc0ce406bcce908e239ea42b8f1b7d196479f8cc93a32ac0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frevotas%2F&secure%5Burl_type%5D=linkedin_company_website)  
41 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Textiles
- **Company Size:** 53% Medium, 47% Small

#### What Do G2 Reviewers Say About Revotas?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **quick and reliable customer support** of Revotas, highlighting their professionalism and helpfulness.
- Users appreciate the **helpful and responsive support team** of Revotas, enhancing their daily workflow and productivity.
- Users value the **quick and reliable customer engagement** of Revotas, enhancing their marketing content production effectively.
- Users love the **ease of use** of Revotas, praising its flexibility for segmentation and helpful customer support.
- Users praise the **easy setup** of Revotas, appreciating its flexible usability and responsive support team.

##### Cons

- Users find the **complex reporting** screens challenging initially, impacting the ease of use for newcomers to Revotas.
- Users find the **dashboard issues** can hinder initial use, though it improves with familiarity over time.
- Users find the **reporting inadequate** , indicating a need for better integration and development in this area.
- Users find the **learning curve steep** for some reporting screens, requiring time to adapt before enjoying the benefits.
- Users note a **learning difficulty** with some reporting screens, requiring time to become familiar before effective use.

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

**["Professional, innovative and supportive"](https://www.g2.com/survey_responses/revotas-review-11228882)**

**Rating:** 4.5/5.0 stars

_— Cem S._

[Read full review](https://www.g2.com/survey_responses/revotas-review-11228882)

**["Performance Marketing Specialist"](https://www.g2.com/survey_responses/revotas-review-11221784)**

**Rating:** 5.0/5.0 stars

_— Ömer Y._

[Read full review](https://www.g2.com/survey_responses/revotas-review-11221784)

### [Ortto](https://www.g2.com/products/ortto/reviews)

Autopilot is now Ortto. Ortto, a complete marketing automation and analytics platform, empowers marketers to execute impressive campaigns that drive business growth. By combining three powerful tools into one platform underpinned by AI, teams finally benefit from their marketing automation, customer data, and analytics working together. Sophisticated yet easy-to-use, customers trust Ortto to understand their impact, discover their next marketing opportunity, and continuously iterate to deliver great customer experiences at scale.

**Average Rating:** 4.4/5.0

**Total Reviews:** 610

#### How Do G2 Users Rate Ortto?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 6.6/10 (Category avg: 8.0/10)
- **Data Enrichment:** 7.7/10 (Category avg: 8.6/10)
- **Expandability:** 8.1/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Ortto?

- **Seller:** [Ortto](https://www.g2.com/sellers/ortto)
- **Company Website:** ortto.com
- **Year Founded:** 2015
- **HQ Location:** Sydney, Australia
- **Twitter:** @ortto  
180 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=eeab78941023bd93b8b98b16672f6e9cb88c77f9c038adcded0c2f62f513eb02&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fortto&secure%5Burl_type%5D=linkedin_company_website)  
25 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Marketing Manager, CEO
- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 71% Small, 27% Medium

#### What Do G2 Reviewers Say About Ortto?

_AI-generated summary from verified user reviews_

##### Pros

- Users appreciate the **ease of use** of Ortto, making marketing automation and customer data management effortless.
- Users commend the **responsive support team** of Ortto, enhancing their experience with efficient problem-solving and assistance.
- Users love the **intuitive interface** of Ortto, making it easy to manage customer journeys and launch campaigns quickly.
- Users love Ortto for its **powerful marketing features** , simplifying automation, lead management, and analytics in one platform.
- Users value Ortto's **robust data integration** capabilities, enhancing marketing strategies and facilitating informed decision-making.

##### Cons

- Users find Ortto **expensive** , especially as pricing increases with contact growth and essential features are behind a paywall.
- Users find the **learning curve steep** , particularly for complex automations, requiring additional training for effective use.
- Users find Ortto's **limited features** hinder effective reporting, customization, and overall functionality for advanced needs.
- Users express frustration with the **limited customization options** in Ortto, hindering their ability to tailor reports effectively.
- Users find that Ortto has a **steep learning curve** , requiring extensive training to unlock its full potential.

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

**["Automation options are incredible"](https://www.g2.com/survey_responses/ortto-review-8022737)**

**Rating:** 5.0/5.0 stars

_— Diana C._

[Read full review](https://www.g2.com/survey_responses/ortto-review-8022737)

**["Extensive Features, Fast Support, Great Value"](https://www.g2.com/survey_responses/ortto-review-12951693)**

**Rating:** 5.0/5.0 stars

_— Kenji S._

[Read full review](https://www.g2.com/survey_responses/ortto-review-12951693)

#### What Are G2 Users Discussing About Ortto?

- [What is Ortto used for?](https://www.g2.com/discussions/ortto-what-is-ortto-used-for) - 1 comment
- [What's another word for autopilot?](https://www.g2.com/discussions/what-s-another-word-for-autopilot)
- [What does it mean to be on autopilot?](https://www.g2.com/discussions/what-does-it-mean-to-be-on-autopilot)

### [Treasure Data Customer Data Platform](https://www.g2.com/products/treasure-data-customer-data-platform/reviews)

Treasure AI moves marketing and data teams beyond legacy martech SaaS toward autonomous, ROI-driven AI agents that operate continuously, while keeping the human in the loop. With built-in governance, Treasure AI is powered by an always-up-to-date understanding of each customer for AI to act on. The result is always-on marketing execution that compounds over time: smarter engagement, stronger retention, and measurable growth. Treasure AI’s agentic experience platform is available across web, mobile, and desktop — bringing your customer intelligence to every workflow, wherever your team works.

**Average Rating:** 4.5/5.0

**Total Reviews:** 158

#### How Do G2 Users Rate Treasure Data Customer Data Platform?

- **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.8/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.3/10 (Category avg: 8.6/10)
- **Expandability:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Treasure Data Customer Data Platform?

- **Seller:** [Treasure AI](https://www.g2.com/sellers/treasure-ai)
- **Company Website:** www.treasure.ai
- **Year Founded:** 2011
- **HQ Location:** Mountain View, CA
- **Twitter:** @treasuredata  
7,887 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=6d3212c79056a17921ffb71e3d29b6cea8410707daef8cb557570ed7832fd076&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2569123%2F&secure%5Burl_type%5D=linkedin_company_website)  
518 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Data Engineer
- **Top Industries:** Marketing and Advertising, Food & Beverages
- **Company Size:** 39% Large, 36% Medium

#### What Do G2 Reviewers Say About Treasure Data Customer Data Platform?

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **ease of use** of Treasure Data CDP, simplifying integration and daily operational tasks for teams.
- Users praise the **easy integration** of Treasure Data CDP, facilitating swift connections with numerous tools and services.
- Users value the **seamless integrations** of Treasure Data CDP, enhancing data usability across teams and tools.
- Users value the **quick and helpful customer support** from Treasure Data, enhancing their troubleshooting experience globally.
- Users value the **seamless integration with various platforms** , enhancing data usability and collaboration across teams.

##### Cons

- Users find the platform **not user-friendly** without technical expertise, facing a steep learning curve and complex features.
- Users find the platform has a **steep learning curve** , making it complex for non-technical users to navigate.
- Users often find the platform has a **steep learning curve** , making it challenging for non-technical users to navigate.
- Users express concerns over **poor support services** , highlighting delays and lack of satisfying answers from technical support.
- Users find the **costs expensive** , especially with additional add-ons and complicated pricing structures that complicate budgeting.

#### What Are Recent G2 Reviews of Treasure Data Customer Data Platform?

**["Unified Customer Data and Powerful Insights for Teams"](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12181544)**

**Rating:** 4.0/5.0 stars

_— Luca V._

[Read full review](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12181544)

**["Robust Multi-Layer Data Workflow with Powerful Audience Segmentation"](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12941741)**

**Rating:** 5.0/5.0 stars

_— Reetika P._

[Read full review](https://www.g2.com/survey_responses/treasure-data-customer-data-platform-review-12941741)

#### What Are G2 Users Discussing About Treasure Data Customer Data Platform?

- [What is Treasure Data Customer Data Platform used for?](https://www.g2.com/discussions/what-is-treasure-data-customer-data-platform-used-for)
- [How does a customer data platform work?](https://www.g2.com/discussions/how-does-a-customer-data-platform-work) - 1 comment, 1 upvote
- [What is Treasuredata?](https://www.g2.com/discussions/what-is-treasuredata) - 1 comment, 1 upvote
- [What is ARM treasure data?](https://www.g2.com/discussions/what-is-arm-treasure-data) - 1 comment, 1 upvote
- [What does a customer data platform do?](https://www.g2.com/discussions/what-does-a-customer-data-platform-do) - 1 comment, 1 upvote

### [Raptor by Ibexa](https://www.g2.com/products/raptor-by-ibexa/reviews)

Raptor Services is a specialized Personalization and Customer Data Platform (CDP) designed to assist brands in understanding and engaging with their customers more effectively. By leveraging advanced data analytics and user behavior recognition across multiple channels, Raptor empowers businesses to deliver tailored experiences that resonate with their audience. Raptor's CDP is particularly valuable for brands seeking to enhance customer interactions and drive conversion rates through personalized marketing strategies. The target audience for Raptor includes marketing and CRM teams, e-commerce businesses, and customer experience professionals who are focused on optimizing their engagement strategies. With the increasing demand for personalized content and recommendations, brands that utilize Raptor can effectively harness customer data to create meaningful interactions. This is especially crucial in today’s competitive market, where understanding consumer behavior is key to retaining customers and fostering loyalty. Raptor offers a variety of use cases that cater to different aspects of customer engagement. For instance, brands can utilize the platform to analyze user behavior across various touchpoints, allowing for the identification of trends and preferences. This insight enables companies to craft personalized recommendations that enhance the shopping experience. Additionally, the platform facilitates seamless data activation across channels, ensuring that marketing efforts are cohesive and targeted, ultimately leading to improved conversion rates and customer satisfaction. Key features of Raptor include robust data integration capabilities, real-time analytics, and customizable user interfaces. The platform allows businesses to consolidate data from various sources, providing a holistic view of customer interactions. Real-time analytics enable brands to respond promptly to user behavior, making it possible to adjust marketing strategies on the fly. Furthermore, the customizable interface allows users to tailor the platform to their specific needs, ensuring that they can access the information and tools necessary for their unique marketing objectives. By offering a comprehensive solution for personalization and data management, Raptor Services stands out in the market as a vital tool for brands aiming to enhance their customer engagement strategies. The ability to recognize and respond to user behavior across channels not only improves workflows but also enriches the overall user experience, making it an essential resource for any brand looking to thrive in a data-driven landscape.

**Average Rating:** 4.7/5.0

**Total Reviews:** 94

#### How Do G2 Users Rate Raptor by Ibexa?

- **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 8.2/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.7/10 (Category avg: 8.6/10)
- **Expandability:** 8.7/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Raptor by Ibexa?

- **Seller:** [Ibexa](https://www.g2.com/sellers/ibexa)
- **Company Website:** www.ibexa.co
- **Year Founded:** 1999
- **HQ Location:** Oslo, Norway
- **Twitter:** @IBEXA  
2 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7d08b4f1e8ca424ba7be9e320933355ce2bfe432f219154446bebc097ba51082&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fibexa&secure%5Burl_type%5D=linkedin_company_website)  
159 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Retail, Marketing and Advertising
- **Company Size:** 46% Medium, 36% Small

#### What Do G2 Reviewers Say About Raptor by Ibexa?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **exceptional customer support** from Raptor, consistently praising their professional and responsive assistance.
- Users commend Raptor for its **helpful support** and effective solutions that enhance their business operations and customer experience.
- Users value the **personalization capabilities** of Raptor, enhancing customer experiences through tailored recommendations and insights.
- Users value the **extensive customization** options of Raptor, enhancing their business's effectiveness and customer experience.
- Users praise the **ease of use** of Raptor, highlighting its quick installation and effective personalization tools.

##### Cons

- Users experience **complex implementation** challenges with Raptor, leading to confusion and extended development times during setup.
- Users experience **delays** with Raptor's implementation and updates, leading to confusion and extra development work.
- Users find the **cost to be steep** , especially for small businesses and those new to personalization.
- Users note the **lack of auto-generated audiences** in Raptor complicates initial data setup and usage for customer insights.
- Users experience **implementation delays** with Raptor, finding it slower to integrate with existing systems compared to competitors.

#### What Are Recent G2 Reviews of Raptor by Ibexa?

**["A professional partnership – even when things get tough"](https://www.g2.com/survey_responses/raptor-by-ibexa-review-11942206)**

**Rating:** 4.5/5.0 stars

_— Anette B._

[Read full review](https://www.g2.com/survey_responses/raptor-by-ibexa-review-11942206)

**["The smart and simple way to do personalisation"](https://www.g2.com/survey_responses/raptor-by-ibexa-review-11941605)**

**Rating:** 4.0/5.0 stars

_— Nikolaj E._

[Read full review](https://www.g2.com/survey_responses/raptor-by-ibexa-review-11941605)

### [Totango](https://www.g2.com/products/totango/reviews)

Totango is a Customer Growth platform for driving customer value and revenue at scale, combining scalable customer management, predictive revenue intelligence, and a strategic, value-based post-sales methodology to transform how companies prove customer ROI, drive retention, and earn expansion. The Customer Growth Platform includes Totango Customer Success and Unison Customer Intelligence. Each of these solutions plays a distinct role in the Customer-Led Growth through value realization methodology. Totango Customer Success focuses on tracking customer health and engagement, enabling teams to proactively address potential issues and foster long-term relationships. Unison Customer Intelligence aggregates data from multiple sources, offering insights that help organizations understand customer behavior and preferences. Totango's target audience and target buyers include mid-sized to large enterprises across various industries that prioritize customer retention, renewals, and expansion and that generally rely on subscription-based models, where maintaining customer loyalty is critical to their revenue growth. Key features of Totango include customizable dashboards, real-time analytics, and automated workflows. These tools enable users to visualize customer data effectively, monitor key performance indicators, and automate routine tasks, thereby enhancing efficiency. The platform also supports collaboration among teams, allowing for seamless communication and alignment on customer goals. By providing actionable insights, Totango empowers organizations to refine their revenue strategies and make informed decisions that drive growth. Overall, Totango stands out as a leader in the Customer Success category by offering a holistic approach to managing customer relationships. Its integration of various tools and functionalities allows enterprises to gain a deeper understanding of their customers, ultimately leading to improved satisfaction and loyalty. By investing in Totango, organizations can position themselves for long-term success in an increasingly competitive landscape.

**Average Rating:** 4.3/5.0

**Total Reviews:** 1,140

#### How Do G2 Users Rate Totango?

- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.1/10)
- **Predictive Modeling:** 7.2/10 (Category avg: 8.0/10)
- **Data Enrichment:** 8.1/10 (Category avg: 8.6/10)
- **Expandability:** 8.1/10 (Category avg: 8.6/10)

#### Who Is the Company Behind Totango?

- **Seller:** [Totango](https://www.g2.com/sellers/totango)
- **Company Website:** www.totango.com
- **Year Founded:** 2010
- **HQ Location:** New York, NY
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3c055ca1d4406b1442de250192896a32c751981491e45014b5bb40827df34236&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F760976%2F&secure%5Burl_type%5D=linkedin_company_website)  
119 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Customer Success Manager, CSM
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 57% Medium, 22% Small

#### What Do G2 Reviewers Say About Totango?

_AI-generated summary from verified user reviews_

##### Pros

- Users find Totango's interface **easy to use and set up** , enhancing their ability to track accounts efficiently.
- Users value the **excellent customer support** from Totango, enhancing their management experience with valuable insights.
- Users appreciate the **functionality** of Totango, enabling seamless tracking, campaign setup, and reporting in one application.
- Users appreciate the **customization options** in Totango, enhancing their ability to track metrics and engage customers effectively.
- Users value the **efficiency** of Totango, enhancing productivity with seamless integrations and streamlined workflows for customer management.

##### Cons

- Users find the **steep learning curve** challenging due to overwhelming data and a lack of educational resources.
- Users find **integration issues** with Totango challenging, as they can be manual and difficult to maintain.
- Users find the **missing features** in Totango frustrating, particularly for managing complex business models and drafts.
- Users find **limited customization** in Totango, making it challenging to tailor the experience without technical assistance.
- Users find the **steep learning curve** challenging, struggling with collaboration and functionality in Totango's interface.

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

**["Risk evaluation and health scoring"](https://www.g2.com/survey_responses/totango-review-9508942)**

**Rating:** 4.0/5.0 stars

_— Dragomir L._

[Read full review](https://www.g2.com/survey_responses/totango-review-9508942)

**["Beautiful, Visual Customer Data Platform That Beats Spreadsheets"](https://www.g2.com/survey_responses/totango-review-12594697)**

**Rating:** 4.5/5.0 stars

_— Verified User in Computer Software_

[Read full review](https://www.g2.com/survey_responses/totango-review-12594697)

#### What Are G2 Users Discussing About Totango?

- [What is Totango used for?](https://www.g2.com/discussions/what-is-totango-used-for) - 1 upvote

- [&lsaquo; Prev‹ Prev](/categories/customer-data-platform-cdp/small-business?frame=kt843w&order=g2_score&page=2#product-list)
- [1](/categories/customer-data-platform-cdp/small-business?frame=kt843w&order=g2_score#product-list)
- [2](/categories/customer-data-platform-cdp/small-business?frame=kt843w&order=g2_score&page=2#product-list)
- 3
- [4](/categories/customer-data-platform-cdp/small-business?frame=kt843w&order=g2_score&page=4#product-list)
- [Next &rsaquo;Next ›](/categories/customer-data-platform-cdp/small-business?frame=kt843w&order=g2_score&page=4#product-list)

Spotlight Categories

[E-Signature Software](https://www.g2.com/categories/e-signature)

[Product Lifecycle Management (PLM) Software](https://www.g2.com/categories/product-lifecycle-management-plm)

[E-Commerce Platforms](https://www.g2.com/categories/e-commerce-platforms)

[Help Desk Software](https://www.g2.com/categories/help-desk)

[CRM Software](https://www.g2.com/categories/crm)

Similar Categories

- [Account-Based Marketing](/categories/account-based-marketing)
- [Affiliate Marketing](/categories/affiliate-marketing)
- [App Store Optimization](/categories/app-store-optimization)
- [Audience Intelligence Platforms](/categories/audience-intelligence-platforms)
- [B2B Services Review Platforms](/categories/b2b-services-review-platforms)

- [Blogger Outreach](/categories/blogger-outreach)
- [Book Marketing Tools](/categories/book-marketing-tools)
- [Brand Intelligence](/categories/brand-intelligence)
- [Consumer Insights Platforms](/categories/consumer-insights-platforms)
- [Consumer Video Feedback](/categories/consumer-video-feedback)

- [Content Curation](/categories/content-curation)
- [Content Marketing](/categories/content-marketing)
- [Conversational Marketing](/categories/conversational-marketing)
- [Conversion Rate Optimization Tools](/categories/conversion-rate-optimization-tools)
- [Customer Journey Analytics](/categories/customer-journey-analytics)

[Browse Customer Data Platform (CDP) Themes](/categories/customer-data-platform-cdp/themes)