Best Marketing Analytics Tools - Page 15

How Many Marketing Analytics Software Products Does G2 Track?

Total Products under this Category: 650

Category Stats (Oct 2026)

  • Average Rating: 4.53/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Keitaro Tracker (+8.11%) - Among all products in this category, Keitaro Tracker recorded the largest rating increase compared to last month

Last updated: October 13, 2026

How Does G2 Rank Marketing Analytics Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 72,000+ Authentic Reviews
  • 650+ 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 Marketing Analytics Software

G2 Grid® for Marketing Analytics Software plotting products by satisfaction and market presence

Highlighted products: HubSpot Marketing Hub, Semrush, CallRail, impact.com, Klaviyo, LocaliQ, CleverTap, and AgencyAnalytics.

Underlying data: [Grid® JSON](https://www.g2.com/categories/marketing-analytics/grids.json?focus%5B%5D=hubspot-marketing-hub&focus%5B%5D=semrush&focus%5B%5D=callrail&focus%5B%5D=impact-com&focus%5B%5D=klaviyo&focus%5B%5D=localiq&focus%5B%5D=clevertap&focus%5B%5D=agencyanalytics)

Surefire Local

Surefire Local provides business intelligence marketing software for small businesses helping them attract customers, grow profits, and maximize efficiency.

Average Rating: 4.6/5.0

Total Reviews: 57

How Do G2 Users Rate Surefire Local?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.3/10)
  • Data Collection: 10.0/10 (Category avg: 9.0/10)
  • Multichannel Tracking: 10.0/10 (Category avg: 8.7/10)
  • Campaign Insights: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Surefire Local?

  • Seller: Surefire Local
  • Year Founded: 2010
  • HQ Location: Vienna, VA
  • Twitter: @SurefireLocal
    2,027 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    165 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Owner
  • Top Industries: Construction
  • Company Size: 91% Small, 9% Medium

What Do G2 Reviewers Say About Surefire Local?

AI-generated summary from verified user reviews

Pros
  • Users praise Surefire Local for their exceptional customer support, highlighting their dedication to solving problems and fostering relationships.
  • Users are thrilled with the business growth support from Surefire Local, praising their dedication and excellent customer service.
  • Users praise Surefire Local's exceptional customer service, highlighting their genuine care and support throughout the partnership.
  • Users appreciate the supportive customer service of Surefire Local, valuing their commitment and assistance in overcoming challenges.
  • Users find Surefire Local easy to use and implement, enhancing their online presence with outstanding features.
Cons
  • Users express frustration with Surefire Local's poor customer support, citing unresponsive communication and unresolved issues.
  • Users experience poor communication from account managers, lack of lead generation, and high software access fees.
  • Users report communication issues with Surefire Local, citing poor engagement and lack of effective lead generation.
  • Users report poor communication and dissatisfaction with lead generation and automated content provided by Surefire Local.
  • Users express dissatisfaction with the high fees and poor communication from Surefire Local, impacting lead generation efforts.

What Are Recent G2 Reviews of Surefire Local?

What Are G2 Users Discussing About Surefire Local?

Swaarm

Swaarm provides an innovative tracking and attribution Platform that empowers agencies, advertisers, and partners with innovative solutions for performance-based marketing. Our comprehensive platform offers martech tracking, campaign management, attribution, and marketing analytics, all while prioritizing transparency and user privacy. With Swaarm, businesses can seamlessly manage, track, analyze, and optimize their marketing efforts at scale, making data-driven decisions and achieving unparalleled scalability in the digital landscape. Data reliability   Get ahead of the curve with our comprehensive data display, helping you to discover patterns, trends, and business opportunities. To keep your business running smoothly, we also offer the highest level of platform stability in the industry - all while upholding strict global data privacy protection laws. Premium & affordable Save time and money with Swaarm: unlike other tracking platforms, our unique and hyper-efficient tech infrastructure allows us to offer clients a premium platform at a fraction of the cost. 

Businesses of all sizes use Swaarm to optimize their campaigns, from leading global partners to boutique agencies.  Flexibility Our products have been engineered from the ground up, and we’re constantly developing them in line with clients’ needs and new market requirements.  Our versatility is our greatest strength: we adapt to your needs, not the other way around. Ease of Use Our extensive reporting features mean you can use Swaarm as your single source of performance marketing truth. With all your data in one place, you can measure, automate and optimize your marketing efforts - all from the one dashboard.  Our intuitive, easy-to-use platform appeals to developers and marketers alike, and our automation rules make campaign optimization accessible to everyone.

Average Rating: 4.8/5.0

Total Reviews: 23

How Do G2 Users Rate Swaarm?

  • Has the product been a good partner in doing business?: 9.9/10 (Category avg: 9.3/10)
  • Data Collection: 10.0/10 (Category avg: 9.0/10)
  • Multichannel Tracking: 10.0/10 (Category avg: 8.7/10)
  • Campaign Insights: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Swaarm?

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 100% Small

What Do G2 Reviewers Say About Swaarm?

AI-generated summary from verified user reviews

Pros
  • Users praise the responsive customer support at Swaarm, appreciating their quick implementation of requested changes.
  • Users find the helpful support of Swaarm invaluable, appreciating the team's responsiveness and assistance.
  • Users commend the responsive support from Swaarm, appreciating quick implementation and seamless integration into their operations.
  • Users commend the easy navigation and quick implementation of changes in the Swaarm dashboard for efficient use.
  • Users find Swaarm incredibly easy to navigate, enhancing their experience with quick implementation of requested changes.

What Are Recent G2 Reviews of Swaarm?

TrackAd

TrackAd measures the incrementality of your digital campaigns using multi-touch attribution, MMM, and lift tests. Thanks to its prescriptive AI, it generates actionable budget optimization recommendations, driving an average +21% boost in incremental revenue

Average Rating: 4.4/5.0

Total Reviews: 5

How Do G2 Users Rate TrackAd?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)
  • Data Collection: 9.4/10 (Category avg: 9.0/10)
  • Multichannel Tracking: 10.0/10 (Category avg: 8.7/10)
  • Campaign Insights: 9.2/10 (Category avg: 8.8/10)

Who Is the Company Behind TrackAd?

  • Seller: TrackAd
  • Year Founded: 2014
  • HQ Location: Paris, FR
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Small, 20% Medium

What Are Recent G2 Reviews of TrackAd?

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Upwave

The Analytics Platform for Brand Advertising We know your short-term metrics aren’t proving the value of your brand investment. Upwave gives you a unified, cross-media solution to measure top-of-funnel, long-term brand advertising, today. Real-Time dashboards, updated daily, for Digital, Linear, Addressable and CTV.

Average Rating: 4.4/5.0

Total Reviews: 7

How Do G2 Users Rate Upwave?

  • Data Collection: 9.6/10 (Category avg: 9.0/10)
  • Multichannel Tracking: 8.9/10 (Category avg: 8.7/10)
  • Campaign Insights: 9.2/10 (Category avg: 8.8/10)

Who Is the Company Behind Upwave?

  • Seller: Survata
  • Year Founded: 2012
  • HQ Location: San Francisco, US
  • Twitter: @upwave
    745 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    55 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 71% Small, 29% Medium

What Are Recent G2 Reviews of Upwave?

Vertify

Grounded by the philosophy that all three key revenue teams—sales, marketing, and customer success—should be aligned by process and technology, Vertify provides business automation software that easily syncs, cleans, and curates customer data within existing revenue tech stacks. - Identify bottlenecks between teams - Unify your customer journey and team's productivity - Unlock new revenue potential - Maximize your existing RevTech ROI - Respond to customers quicker - Gain better insights, smoother lead and customer management, and better campaigns - Scale operations to achieve faster results Aligning and integrating your sales, marketing, and customer success systems means everyone can work together with the same data. Why on earth would you want to have disjointed apps and processes? You and your customers deserve better. You deserve actionable data that gives teams direction, confidence and a shared view. - Best in class UI, API, and workflow automation - Proven ability to scale - Robust governance and security - Cloud-native, flexible delivery

Average Rating: 4.6/5.0

Total Reviews: 5

How Do G2 Users Rate Vertify?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.3/10)
  • Data Collection: 10.0/10 (Category avg: 9.0/10)
  • Multichannel Tracking: 10.0/10 (Category avg: 8.7/10)
  • Campaign Insights: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind Vertify?

  • Seller: Vertify
  • Year Founded: 2016
  • HQ Location: Austin, US
  • Twitter: @VertifyData
    119 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 60% Small, 40% Medium

What Are Recent G2 Reviews of Vertify?

ACE

ACE is a multi-channel customer engagement tool that enables highly personalized communication strategies to connect with customers. The platform facilitates the development of a profound understanding of customers based on their behaviour, allowing for the creation of custom campaigns to engage visitors across multiple channels. The predictive customer analytics feature of ACE offers a powerful view of the customer base, providing deep insights into customer behaviour and ensuring the delivery of the right message to the right individual at the right time. The auto-engagement algorithm automates campaigns for the relevant customers without any human intervention. Additionally, ACE allows businesses to gratify their customers seamlessly by offering coupons or free credits that can be redeemed in-store at the moment of interaction with the brand.

Average Rating: 4.6/5.0

Total Reviews: 4

How Do G2 Users Rate ACE?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.3/10)
  • Data Collection: 10.0/10 (Category avg: 9.0/10)
  • Multichannel Tracking: 9.4/10 (Category avg: 8.7/10)
  • Campaign Insights: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind ACE?

  • Seller: eWards
  • Year Founded: 2015
  • HQ Location: Kolkata, IN
  • LinkedIn® Page: www.linkedin.com
    51 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Do G2 Reviewers Say About ACE?

AI-generated summary from verified user reviews

Pros
  • Users find the detailed reporting tools of ACE invaluable for decision-making and organization in their daily tasks.
  • Users value the ease of use of ACE, appreciating its intuitive interface and smooth navigation for efficient tasks.
  • Users appreciate the quick and easy resolution of grievances and find the tools highly effective for CRM management.
  • Users find ACE's time-saving features incredibly helpful for organizing tasks and enhancing productivity in CRM management.
  • Users appreciate the automation features of ACE, enabling faster task completion and improved organization.
Cons
  • Users find the dynamic reporting in the dashboard to be a significant drawback, affecting usability and insights.
  • Users find that ACE has a steep learning curve, making it challenging to fully utilize advanced features initially.
  • Users feel there is a lack of customization options in ACE, limiting its ability to meet specific business needs.
  • Users experience slow loading times due to the large database, which can hinder quick access to information.
  • Users experience update issues which can cause temporary workflow interruptions despite ACE's overall solid performance.

What Are Recent G2 Reviews of ACE?

Adobe GenStudio for Performance Marketing

Adobe GenStudio for Performance Marketing is a generative AI-first application, designed to help marketing teams scale content creation, enhance customer engagement, and efficiently measure campaign performance. With advanced generative AI capabilities and robust brand guardrails, companies can quickly produce on-brand content that delivers relevant, personalized experiences to their customers. GenStudio for Performance Marketers empowers teams to rapidly create and refine on-brand content at scale, harnessing cutting-edge generative AI technology. By utilizing enterprise-grade large language models (LLMs), teams can produce experiences that meet their unique brand guidelines, product offerings, and target personas. This transformative capability enables marketing teams to develop compelling, consistent content in minutes, accelerating workflows while ensuring every piece aligns seamlessly with their brand identity. With enterprise-grade brand checks, GenStudio for Performance Marketing ensures all generated content complies with brand guidelines, maintaining tone of voice and meeting channel-specific requirements. For an extra level of validation, GenStudio for Performance Marketing integrates with Adobe Workfront to embed review and approval workflows, allowing teams to verify brand compliance directly within the application before publishing. Teams can organize work around campaign strategy with GenStudio for Performance Marketings campaign management features. This enables teams to create and manage campaigns, generate aligned content, and centralize assets within a single view. The generative AI tools further streamline this process by optimizing both copy and asset generation for campaign alignment. Through native integrations with Adobe Experience Manager Assets and Adobe Express, finding and reusing on-brand campaign content becomes effortless. Teams can easily repurpose pre-approved content, creating new variations from existing approved assets in the built-in repository, and amplify the use of hero assets. Finally, elevate your marketing performance with actionable insights on creative and campaign performance. GenStudio for Performance Marketing provides a detailed insights view, enabling teams to identify high-performing content and optimize campaigns based on data. By analyzing top-performing asset attributes, marketing teams can replicate successful elements to strengthen future campaigns.

Average Rating: 4.3/5.0

Total Reviews: 12

Who Is the Company Behind Adobe GenStudio for Performance Marketing?

  • Seller: Adobe
  • Company Website:
  • Year Founded: 1982
  • HQ Location: San Jose, CA
  • Twitter: @Adobe
    956,842 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    42,975 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 42% Small, 25% Medium

What Do G2 Reviewers Say About Adobe GenStudio for Performance Marketing?

AI-generated summary from verified user reviews

Pros
  • Users value the ability to create content at scale with accuracy, enhancing their marketing efforts with innovative ads and emails.
  • Users value the time-saving features of Adobe GenStudio, enhancing workflow efficiency and content creation speed.
  • Users find the large language model of Adobe GenStudio enhances creativity in ad and email production.
  • Users value the creativity of Adobe GenStudio, enabling innovative ad and email production for their marketing efforts.
  • Users value the customizability of Adobe GenStudio, enabling precise content creation at scale with brand guidelines.
Cons
  • Users find the setup process a little complex, making initial implementation challenging despite the product's benefits.
  • Users find the setup process a little complex, which can lead to frustration during initial implementation.
  • Users find the setup process complex, which adds challenges during initial configuration of Adobe GenStudio.
  • Users find the setup process complex, which can make initial use of Adobe GenStudio frustrating.
  • Users find the difficult setup of Adobe GenStudio for Performance Marketing to be a challenging aspect of the product.

What Are Recent G2 Reviews of Adobe GenStudio for Performance Marketing?

Blue Triangle

Every red light is not the same. Nor is every business opportunity. Blue Triangle gives you unified tracking of technical, security, business and marketing KPIs like broken links, out of stock, bounce and exit rates and much more – all in a single customizable dashboard. Digital experience monitoring is just part of the story. Imagine the power of actionable insights that tell you which problems are robbing you of the most revenue, so you can fix them before they impact your site. Unlike observability tools or digital experience management solutions, Blue Triangle starts and ends with business outcomes. First, quantify the revenue loss from user friction on your website or mobile app. Then, prioritize where to deploy limited time and resources to resolve friction points based on business and customer experience impact. Lastly, validate the actual business outcomes from your site optimization efforts to prove ROI.

Average Rating: 4.7/5.0

Total Reviews: 14

How Do G2 Users Rate Blue Triangle?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)

Who Is the Company Behind Blue Triangle?

Who Uses This Product?

  • Top Industries: Retail
  • Company Size: 60% Large, 27% Medium

What Are Recent G2 Reviews of Blue Triangle?

What Are G2 Users Discussing About Blue Triangle?

Delve AI

Delve AI provides Persona Based Marketing (PBM) software solutions spanning from automatic persona generation to AI-based actionable recommendations, that enable businesses and agencies to deliver exceptional customer experiences and power growth. Operating at the intersection of marketing, analytics and applied AI, its core technology leverages data from first-party and public sources along with machine learning techniques to automate traditional manual processes and deliver accuracy + speed + performance advantages, thereby driving better outcomes for marketers.

Average Rating: 4.8/5.0

Total Reviews: 21

How Do G2 Users Rate Delve AI?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.3/10)
  • Data Collection: 7.2/10 (Category avg: 9.0/10)
  • Multichannel Tracking: 7.8/10 (Category avg: 8.7/10)
  • Campaign Insights: 7.8/10 (Category avg: 8.8/10)

Who Is the Company Behind Delve AI?

  • Seller: Delve AI
  • Year Founded: 2019
  • HQ Location: San Francisco, California
  • Twitter: @DelveAi
    95 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    8 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Marketing and Advertising
  • Company Size: 64% Small, 27% Medium

What Do G2 Reviewers Say About Delve AI?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the effective audience analysis of Delve AI, simplifying data for better understanding and actionable insights.
  • Users value the realistic customer personas from Delve AI, enhancing their audience understanding effortlessly.
  • Users value the competitor insights from Delve AI for providing a clear market position and understanding.
  • Users value the clear competitor insights from Delve AI, providing a comprehensive view of market positioning effortlessly.
  • Users appreciate the actionable customer insights from Delve AI, simplifying data to enhance audience understanding and market position.
Cons
  • Users find the amount of insights overwhelming, requiring time to discern relevant reports for everyday use.
  • Users find the insufficient insights from Delve AI can be overwhelming, complicating the identification of relevant reports.
  • Users find the lack of clear information initially challenging, as determining relevant reports can be overwhelming.
  • Users find the learning curve steep, as the overwhelming insights require time to navigate effectively.
  • Users find that limited insights can be overwhelming, making it challenging to identify relevant reports for everyday use.

What Are Recent G2 Reviews of Delve AI?

Digtective

Digtective helps marketeers optimize ad performance, cut wasted ad spend by 20-50%, and increase revenue growth, for the same amount of advertising cost you spend today ... cookieless. Trusted by marketing, compliance, and executives in Financial Services, SaaS, and Agencies. COOKIELESS CONVERSION TRACKING Digtective's server-side analytics platform helps marketeers track website conversions from any of your Facebook and Google ads, affiliate, organic social media posts, and any other of your online assets. CONNECTS WITH YOUR CRM SYSTEM TO MEASURE MARKETING EFFECT THROUGH THE ENTIRE SALES CYCLE Digtective integrates to both your Facebook and Google ad account, and your CRM system to provide you with actual campaign profitability, based on you ad spend and the sales metrics that matter to your SaaS or eCommerce business. This means that Digtective can use your delayed (offline) conversions and sales metrics in your analytics. REPORTING DONE IN MINUTES ACROSS AD CHANNELS, WEBSITE, & SALES SYSTEM All your marketing data in ONE place. No more data collection that takes up hours and days of your time. Digtective can send your data to Excel, Google Data Studio, or your data warehouse for data visualization and automated reporting. 100% ACCURATE CONVERSION ANALYTICS Digtective integrates directly to your data sources; Ad accounts, CRM system, and webserver, and do not rely on third-party cookies, so your data is now more accurate than ever before. GDPR, CCPA, & e-PRIVACY COMPLIANT Eliminate the risk of unintentionally collecting privacy information in your analytics data. With Digtective you analytics data is GDPR and CCPA compliant, as Digger is not using your visitors browser cookies (third-party cookie) and do not store any privacy data. Our unique tracking code appended to your URL in your ads and online assets, is picked up server-side on your website, thereby rendering the browser cookie completely unnecessary for Digtective.

Average Rating: 4.0/5.0

Total Reviews: 4

How Do G2 Users Rate Digtective?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.3/10)
  • Data Collection: 8.3/10 (Category avg: 9.0/10)
  • Multichannel Tracking: 8.3/10 (Category avg: 8.7/10)
  • Campaign Insights: 6.7/10 (Category avg: 8.8/10)

Who Is the Company Behind Digtective?

  • Seller: Digtective
  • Year Founded: 2017
  • HQ Location: Oslo, NO
  • Twitter: @digtective
    16 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    10 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 50% Medium, 25% Large

What Are Recent G2 Reviews of Digtective?

What Are G2 Users Discussing About Digtective?

Gamesight

Gamesight empowers publishers to build strong communities, engage the right influencers, and effectively measure marketing performance.

Average Rating: 4.5/5.0

Total Reviews: 18

How Do G2 Users Rate Gamesight?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)

Who Is the Company Behind Gamesight?

  • Seller: Gamesight
  • Year Founded: 2015
  • HQ Location: Seattle, Washington
  • Twitter: @gamesight
    16,931 Twitter followers
  • LinkedIn® Page: linkedin.com
    59 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Computer Games, Computer Software
  • Company Size: 67% Small, 17% Medium

What Are Recent G2 Reviews of Gamesight?

What Are G2 Users Discussing About Gamesight?

Mitzu

Mitzu is an agentic analytics platform that connects directly to your data warehouse and answers business questions autonomousl. No SQL, no tickets, no waiting. Ask anything in plain English and Mitzu generates and executes the query live on your Snowflake, BigQuery, Redshift, or Databricks instance, then returns explainable answers with full SQL transparency. Beyond answering ad-hoc questions, Mitzu proactively monitors your KPIs and delivers anomaly alerts via email or Slack. Product, marketing, and revenue teams can explore funnels, cohorts, retention, and user journeys without involving a data analyst. Enterprise-ready with self-hosting, SSO, and GDPR/HIPAA compliance. From connection to first insight in under 10 minutes.

Average Rating: 4.8/5.0

Total Reviews: 8

How Do G2 Users Rate Mitzu?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.3/10)

Who Is the Company Behind Mitzu?

  • Seller: Mitzu
  • Year Founded: 2022
  • HQ Location: San Francisco, US
  • LinkedIn® Page: www.linkedin.com
    7 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 88% Small, 13% Medium

What Do G2 Reviewers Say About Mitzu?

AI-generated summary from verified user reviews

Pros
  • Users love the intuitive interface and efficient analytics capabilities of Mitzu, making insights accessible for everyone.
  • Users value the seamless analytics integration of Mitzu, enabling efficient data handling and insightful self-service capabilities.
  • Users commend Mitzu's exceptional customer support, highlighting prompt, empathetic responses that enhance their experience significantly.
  • Users appreciate the easy integrations of Mitzu, enhancing data management without disrupting existing workflows.
  • Users value Mitzu's insights-driven approach, enabling self-service and seamless integration for effective decision-making and data management.
Cons
  • Users find that the usability can be confusing, wishing for a more straightforward experience with Mitzu.
  • Users feel that Mitzu's display issues detract from its overall user experience compared to competitors like Mixpanel.
  • Users note that event listing and user profile features are missing, though updates are being released weekly.
  • Users feel that Mitzu's user experience is not intuitive, lacking the polish of competitors like Mixpanel or Amplitude.
  • Users feel that Mitzu lacks clear usability, making it fall short compared to competitors like Mixpanel and Amplitude.

What Are Recent G2 Reviews of Mitzu?

Pecan

Pecan AI is a predictive analytics platform that helps business teams understand what’s likely to happen next, while there is still time to act. With Pecan’s Predictive AI Agent, teams can turn business questions into reliable predictions for use cases like customer churn, demand forecasting, and lifetime value, without relying on long, complex data science projects. The platform automatically handles data preparation, feature engineering, modeling, validation, and delivery, and provides transparent, explainable predictions that integrate into tools like Salesforce, HubSpot, Snowflake, and BI systems to drive real business outcomes.

Average Rating: 4.7/5.0

Total Reviews: 42

How Do G2 Users Rate Pecan?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.3/10)

Who Is the Company Behind Pecan?

  • Seller: Pecan.ai
  • Company Website:
  • Year Founded: 2018
  • HQ Location: US, Israel
  • Twitter: @pecan_ai
    1,135 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    89 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Retail, Computer Software
  • Company Size: 49% Medium, 22% Large

What Do G2 Reviewers Say About Pecan?

AI-generated summary from verified user reviews

Pros
  • Users praise the ease of use of Pecan, enabling quick model building without requiring deep expertise.
  • Users praise the excellent customer support from Pecan, which assists them effectively throughout their predictive modeling journey.
  • Users love the speed of development with Pecan, accelerating model deployment from months to weeks effortlessly.
  • Users value Pecan's effective problem-solving capabilities and exceptional support for leveraging data into actionable insights.
  • Users find Pecan's implementation ease exceptional, significantly accelerating model development with ample support and guidance.
Cons
  • Users face a learning difficulty that requires an intermediate understanding of SQL and data structures for effective use.
  • Users express a desire for deeper control over model selection and customization options in Pecan.
  • Users feel the limited features of Pecan restrict customization and control over model selection and optimization metrics.
  • Users face a steep learning curve with Pecan, particularly in grasping data structure and SQL requirements.
  • Users feel the limited customization restricts their ability to fine-tune models for specific use cases effectively.

What Are Recent G2 Reviews of Pecan?

ProQuo AI

ProQuo AI is an AI-powered brand management platform where marketers can generate their brand strategy, test creative assets and monitor brand performance – all in real-time. ProQuo interacts with consumers daily and measures how they really feel about your brand, competitors and category. ProQuo’s AI analyzes data from every one of these interactions, generating a customized action plan that ensures you achieve your brand’s goal - whether it’s converting non-users, finding your whitespace or growing market share. Hundreds of brands including Clorox, Harry’s, Expedia, Tatcha and Keurig Dr Pepper are using ProQuo to grow with certainty.

Average Rating: 4.6/5.0

Total Reviews: 10

How Do G2 Users Rate ProQuo AI?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.3/10)
  • Multichannel Tracking: 8.3/10 (Category avg: 8.7/10)
  • Campaign Insights: 8.3/10 (Category avg: 8.8/10)

Who Is the Company Behind ProQuo AI?

  • Seller: ProQuo AI
  • Year Founded: 2012
  • HQ Location: Hammersmith, GB
  • Twitter: @TCS_iON
    7,685 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    27 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 36% Large, 36% Small

What Are Recent G2 Reviews of ProQuo AI?

What Are G2 Users Discussing About ProQuo AI?

SOLUS AI

SOLUS AI is a comprehensive System of Intelligence for Hyper Personalization that empowers brands to drive revenue from their existing customer base through AI-powered customer engagement at the individual level. Developed by Cartesian Consulting Pvt. Ltd., SOLUS AI sits between data sources (Systems of Record) and messaging systems (Systems of Engagement) to enable intelligent, personalized customer nudges that increase Customer Lifetime Value (LTV). ##Core Platform Components **Customer Data Platform (CDP)**: Creates a unified Customer 360 view by ingesting data from multiple online and offline sources, providing comprehensive customer insights and eliminating data silos. **AI/ML Engine**: Powers the platform with multiple machine learning systems including: - Advanced recommender systems using hybrid algorithms for personalized product recommendations - Propensity models for predicting customer behavior (likelihood to purchase, churn, repeat) - Contextual Multi-Armed Bandits (CMAB) for continuous campaign optimization **Smart Campaigns**: Enables both always-on lifecycle campaigns and ad-hoc marketing campaigns with hyper-personalization, recommendation integration, and automated journey management across multiple channels. **Segmentation & Analytics**: Provides flexible customer segmentation tools with over 100 pre-crafted segments, GenAI-powered segmentation, and comprehensive insights covering customer, campaign, product, and store analytics. **Agentic AI Layer**: Features AI agents including EIGEN (Engagement Ideas Generator) for campaign blueprint creation, RIG (Rapid Insights Generator) for performance reporting, and ARC (Automated Relevance Creator) for opportunity identification. ## Key Differentiators - **N=1 Personalization**: True segment-of-one customer engagement rather than broad segmentation - **Hybrid Recommender Systems**: Multiple recommendation algorithms running in parallel with intelligent combination - **Incrementality Measurement**: Advanced lift measurement and ROI tracking with control group methodologies - **Real-time Decision Making**: Automated optimization based on customer response patterns - **Industry-Specific Solutions**: Tailored applications for Fashion Retail, QSR, Hospitality, Financial Services, and more ## Business Impact SOLUS AI typically delivers: - 3-7% incremental sales increase - 4-5x higher yield and ROI from recommender-led campaigns vs. segment-led campaigns - 20-30% better conversion rates for personalized campaigns - 5-10% improvement in key CRM KPIs (repeat, retention, winback) ## Industries Served Fashion Retail, Quick Service Restaurants (QSR), Hospitality & Travel, Consumer Durables, Financial Services (Life Insurance, Mutual Funds, Securities), and Direct-to-Consumer (D2C) brands. SOLUS AI is SOC 2 certified and designed for enterprise deployment with comprehensive security measures, making it suitable for businesses seeking to transform their customer engagement through AI-powered personalization at scale.

Average Rating: 4.5/5.0

Total Reviews: 8

How Do G2 Users Rate SOLUS AI?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.3/10)
  • Data Collection: 10.0/10 (Category avg: 9.0/10)
  • Multichannel Tracking: 10.0/10 (Category avg: 8.7/10)
  • Campaign Insights: 10.0/10 (Category avg: 8.8/10)

Who Is the Company Behind SOLUS AI?

  • Seller: SOLUS AI
  • Year Founded: 2019
  • HQ Location: Mumbai, IN
  • LinkedIn® Page: www.linkedin.com
    25 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 63% Large, 38% Small

What Do G2 Reviewers Say About SOLUS AI?

AI-generated summary from verified user reviews

Pros
  • Users love the ease of use in SOLUS AI, highlighted by intuitive features and helpful onboarding chatbots.
  • Users commend the advanced personalization features, enabling tailored campaigns and insightful analytics that drive business success.
  • Users value the highly personalized engagement capabilities of SOLUS AI, enhancing customer experiences and driving revenue growth.
  • Users praise the creative customer segmentation capabilities of SOLUS AI, enhancing targeting and driving revenue growth.
  • Users value the advanced analytics of SOLUS AI, empowering proactive strategies and enhancing customer engagement effectively.
Cons
  • Users find the learning curve steep due to extensive features, limited customization, and occasional UI lag with large datasets.
  • Users advise caution with attribution issues, emphasizing the need for clear understanding of conversion timelines.
  • Users express concern over limited dashboard customisation and UI lag, highlighting needs for improved templates and error logging.
  • Users find the poor design of SOLUS AI creates a steep learning curve and needs layout improvements.
  • Users find the visual quality lacking, suggesting that an improved layout would enhance their experience with SOLUS AI.

What Are Recent G2 Reviews of SOLUS AI?

Alanna Iwuh
A
Researched and written by Alanna Iwuh
Updated April 23, 2026