# Best Attribution Software - Page 3 *By [Alanna Iwuh](https://research.g2.com/insights/author/alanna-iwuh)* Attribution software helps companies determine how marketing and sales touchpoints contribute to conversion success, assigning value to interactions across channels using models such as single-touch, fractional, and algorithmic attribution to help teams understand which activities drive the best outcomes. ### Core Capabilities of Attribution Software To qualify for inclusion in the Attribution category, a product must: - Track multiple marketing and communication channels, including TV, social media, phone, email, and digital advertising, to capture data on interactions between the company and its prospects or customers - Use multiple attribution models such as single-touch, fractional (equal or weighted), or algorithmic attribution - Provide dashboards and visualizations based on historical data and user-defined KPIs to understand which activities performed better and why - Integrate with software solutions used by sales, marketing, or public relations departments ### Common Use Cases for Attribution Software Marketing and revenue teams use [attribution software](https://learn.g2.com/best-attribution-software) to optimize spend allocation and understand the true ROI of their campaigns. Common use cases include: - Identifying which channels and touchpoints most influence pipeline generation and closed revenue - Comparing attribution models to evaluate the contribution of individual campaigns and interactions - Consolidating cross-channel performance data to inform budget decisions and marketing strategy ### How Attribution Software Differs from Other Tools Attribution software typically acts as a data hub, integrating with tools across sales and marketing stacks including [CRM software](https://www.g2.com/categories/crm), [marketing automation software](https://www.g2.com/categories/marketing-automation), [email marketing software](https://www.g2.com/categories/email-marketing), [email tracking software](https://www.g2.com/categories/email-tracking), and [sales analytics software](https://www.g2.com/categories/sales-analytics). Some all-in-one platforms include attribution as a feature alongside broader marketing capabilities, while standalone attribution tools focus exclusively on this function. ### Insights from G2 on Attribution Software Based on category trends on G2, multi-touch attribution modeling and cross-channel reporting dashboards stand out as the most valued features. Improved budget allocation decisions and clearer ROI visibility stand out as primary outcomes of adoption. ## Top Attribution Software at a Glance | # | Product | Rating | Best For | What Users Say | |---|---------|--------|----------|----------------| | 1 | [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) | 4.4/5.0 (14,182 reviews) | CRM-native multi-touch campaign attribution | "[All-in-One Hubspot with Seamless Integrations and Invaluable CSM Support](https://www.g2.com/survey_responses/hubspot-marketing-hub-review-12964858)" | | 2 | [impact.com](https://www.g2.com/products/impact-com/reviews) | 4.4/5.0 (2,287 reviews) | Multi-touch affiliate attribution with flexible commissioning | "[Lower Income Card Hero Saves People Money And Gets Money.](https://www.g2.com/survey_responses/impact-com-review-13063251)" | | 3 | [CallRail](https://www.g2.com/products/callrail/reviews) | 4.5/5.0 (1,628 reviews) | Phone-call attribution to keyword-level campaigns | "[Easy Call Tracking Insights That Validate Marketing Performance](https://www.g2.com/survey_responses/callrail-review-12681264)" | | 4 | [WhatConverts](https://www.g2.com/products/whatconverts/reviews) | 4.9/5.0 (309 reviews) | Multi-channel lead attribution with offline conversion tracking | "[Excellent User Experience with Highly Responsive Support](https://www.g2.com/survey_responses/whatconverts-review-12781413)" | | 5 | [Dreamdata](https://www.g2.com/products/dreamdata/reviews) | 4.7/5.0 (261 reviews) | Multi-touch B2B revenue attribution with account-level journeys | "[Dreamdata Delivers Clear Multi-Touch Attribution and Customer Journey Insights](https://www.g2.com/survey_responses/dreamdata-review-12631818)" | | 6 | [Fibbler](https://www.g2.com/products/fibbler/reviews) | 4.9/5.0 (32 reviews) | LinkedIn ad attribution to CRM pipeline | "[One Stop Shop to get Pipeline Visibility for your LinkedIn ABM Program](https://www.g2.com/survey_responses/fibbler-review-12103387)" | | 7 | [Invoca](https://www.g2.com/products/invoca/reviews) | 4.5/5.0 (926 reviews) | Online-to-offline call conversion attribution | "[Smarter Call Routing and Campaign Tracking That Boosts Efficiency](https://www.g2.com/survey_responses/invoca-review-12640140)" | | 8 | [RedTrack.io](https://www.g2.com/products/redtrack-io/reviews) | 4.5/5.0 (38 reviews) | Cross-channel conversion attribution with server-side CAPI | "[Reliable tracking platform for serious advertisers](https://www.g2.com/survey_responses/redtrack-io-review-12964586)" | | 9 | [Adobe Marketo Measure (formerly Bizible)](https://www.g2.com/products/adobe-marketo-measure-formerly-bizible/reviews) | 4.7/5.0 (142 reviews) | Salesforce-native multi-touch B2B revenue attribution | "[Aligning with my Marketing Goals](https://www.g2.com/survey_responses/adobe-marketo-measure-formerly-bizible-review-7323946)" | | 10 | [CTM](https://www.g2.com/products/ctm-ctm/reviews) | 4.5/5.0 (726 reviews) | Inbound call attribution with Google Ads integration | "[CallTrackingMetrics: A Strong Solution for Optimizing Call Tracking and Marketing Performance](https://www.g2.com/survey_responses/ctm-review-10369199)" | ## How Many Attribution Software Products Does G2 Track? **Total Products under this Category:** 146 ### Category Stats (Jul 2026) - **Average Rating**: 4.54/5 The average rating of products in this category, based on all submitted ratings - **Top Trending Product**: RedTrack.io (+1.11%) - Among all products in this category, RedTrack.io recorded the largest rating increase compared to last month *Last updated: July 07, 2026* ## How Does G2 Rank Attribution Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 48,000+ Authentic Reviews - 146+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## Which Attribution Software Is Best for Your Use Case? - **Leader:** [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) - **Highest Performer:** [Fibbler](https://www.g2.com/products/fibbler/reviews) - **Easiest to Use:** [WhatConverts](https://www.g2.com/products/whatconverts/reviews) - **Top Trending:** [Triple Whale](https://www.g2.com/products/triple-whale/reviews) - **Best Free Software:** [HubSpot Marketing Hub](https://www.g2.com/products/hubspot-marketing-hub/reviews) --- **Sponsored** ### Giftsenda Giftsenda is an international corporate gifting platform, designed to enable Marketing, Sales, Human Resources, and Customer Experience teams to break through the noise and make meaningful business connections. Our top-rated platform enables businesses to send personalized gifts, rewards and SWAG to employees, clients and leads worldwide in just a few clicks. Dream up a campaign online and we’ll deliver gifts in over 200 countries using digital and direct mail delivery methods. Through CRM and HRM integrations and automations businesses can incorporate gifting as part of their workflows. Our tracking capabilities enable users to see the ROI reports of each gifting campaign in your dashboard. This platform is the go-to tool for businesses looking to improve their brand image, increase customer and employee loyalty and retention, and build a strong sales pipeline. For those that are not looking to commit to long-term platform use, there is the option to launch once-off gifting campaigns. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list&secure%5Bcategory_id%5D=367&secure%5Bchosen_at%5D=2026-07-08T01%3A49%3A12Z&secure%5Bdisplayable_resource_id%5D=367&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=367&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=163896&secure%5Bresource_id%5D=367&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fattribution%3FTag%3Dall%2Bstars&secure%5Btoken%5D=cf920a4d3ba9ddfa3946d876ff227f2355ffda22a5c9985a0986e808e85b38c6&secure%5Burl%5D=https%3A%2F%2Fwww.giftsenda.com%2F&secure%5Burl_type%5D=custom_url) --- ## What Are the Top-Rated Attribution Software Products in 2026? ### 1. [HockeyStack](https://www.g2.com/products/hockeystack/reviews) HockeyStack connects every data source across your go-to-market motion and turns scattered marketing and sales data into clear answers about what drives revenue, and the actions to double down on it. Key capabilities include: Odin (AI Analyst): Ask questions in plain English and get instant analysis, the reasoning behind the numbers, and recommended next steps, plus automated insights on your key metrics with no dashboards to build. Attribution Reporting: Out-of-the-box dashboard templates from day one, then custom no-code reports across 9 attribution models, showing the campaigns and channels driving pipeline from first impression to closed-won. Lift Reporting: Measure the true incremental impact of every campaign, so you know what actually caused revenue rather than what just appeared in the journey. Buyer Journeys: See every interaction in one time-stamped view from first touch to close, powered by cookieless tracking that captures the full journey. Account Intelligence & ABM/ABX: Identify anonymous visitors, build target lists with first- and third-party intent, run ads, and sync it all to your CRM, backed by best-in-class account and lead scoring. Achieve defensible attribution, more efficient growth, and confident budget decisions, without code or an analyst queue. Get started with HockeyStack today! **Average Rating:** 4.5/5.0 **Total Reviews:** 80 **How Do G2 Users Rate HockeyStack?** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.4/10) - **Integrations:** 9.4/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.2/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 9.6/10 (Category avg: 8.8/10) **Who Is the Company Behind HockeyStack?** - **Seller:** [HockeyStack](https://www.g2.com/sellers/hockeystack) - **Company Website:** https://www.hockeystack.com - **Year Founded:** 2021 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/hockeystack/ (98 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 61% Mid-Market, 34% Small-Business #### What Are HockeyStack's Pros and Cons? **Pros:** - Insights (35 reviews) - Analytics (30 reviews) - Ease of Use (27 reviews) - Helpful (26 reviews) - Customer Support (24 reviews) **Cons:** - Learning Curve (24 reviews) - Steep Learning Curve (20 reviews) - Complexity (14 reviews) - Difficult Learning (11 reviews) - Learning Difficulty (8 reviews) ### What Do G2 Reviewers Say About HockeyStack? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **flexibility and detailed insights** of HockeyStack, enhancing their marketing campaign strategies effectively. - Users value the **flexibility and detailed insights** of HockeyStack, enhancing marketing campaign performance and ROI analysis. - Users value the **ease of use** of HockeyStack, appreciating its simple setup and seamless integrations for analytics. - Users applaud HockeyStack for its **exceptional support** , noting thorough and timely responses that enhance their experience. - Users commend the **exceptional customer support** from HockeyStack, noting thorough and timely responses to all inquiries. **Cons:** - Users find the **learning curve challenging** , especially for those unfamiliar with attribution tools, despite useful support available. - Users note a **steep learning curve** for beginners, but support resources help simplify the experience. - Users note a **complexity in usage** that requires time to learn and implement effectively. - Users find HockeyStack's **difficult learning curve** challenging but acknowledge valuable support helps them gain proficiency. - Users note a **steep learning curve** with HockeyStack, requiring time and experimentation to become proficient. #### What Are Recent G2 Reviews of HockeyStack? **"[Broad Capabilities, Some Complexity in Setup](https://www.g2.com/survey_responses/hockeystack-review-12701250)"** **Rating:** 4.0/5.0 stars *— Carmine M.* [Read full review](https://www.g2.com/survey_responses/hockeystack-review-12701250) --- **"[Promising Tool, Some Drawbacks](https://www.g2.com/survey_responses/hockeystack-review-12260402)"** **Rating:** 4.0/5.0 stars *— Verified User* [Read full review](https://www.g2.com/survey_responses/hockeystack-review-12260402) --- #### What Are G2 Users Discussing About HockeyStack? - [What is HockeyStack used for?](https://www.g2.com/discussions/what-is-hockeystack-used-for) ### 2. [Tomi.ai](https://www.g2.com/products/tomi-ai/reviews) Tomi.ai is a privacy-friendly website visitor and inbound lead scoring platform that predicts the probability to buy and future revenue for every website visitor and turns these predictions into: - Advertising audiences and synthetic conversions (smart bidding optimization signals) that maximize revenue (not leads) and eliminate wasted marketing spend, - Instant insights into the actual quality of traffic generated by various channels, audiences, and ad creatives, - Lead and prospect scores that help sales teams create more pipeline and close more deals. **Average Rating:** 4.8/5.0 **Total Reviews:** 21 **How Do G2 Users Rate Tomi.ai?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.4/10) - **Integrations:** 8.6/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.2/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Tomi.ai?** - **Seller:** [Tomi.ai](https://www.g2.com/sellers/tomi-ai) - **Year Founded:** 2020 - **HQ Location:** Sunnyvale, US - **Twitter:** @MeetTomiAI (23 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/tomi-ai/ (13 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 43% Enterprise, 43% Mid-Market #### What Are Recent G2 Reviews of Tomi.ai? **"[Predictive insights to reveal the true impact of each channel and ROMI improvement in Search Ads](https://www.g2.com/survey_responses/tomi-ai-review-7988663)"** **Rating:** 5.0/5.0 stars *— Artemiy R.* [Read full review](https://www.g2.com/survey_responses/tomi-ai-review-7988663) --- **"[Impressive tool with exceptional technical support](https://www.g2.com/survey_responses/tomi-ai-review-9840681)"** **Rating:** 4.5/5.0 stars *— Verified User in Financial Services* [Read full review](https://www.g2.com/survey_responses/tomi-ai-review-9840681) --- #### What Are G2 Users Discussing About Tomi.ai? - [What is Tomi.ai used for?](https://www.g2.com/discussions/what-is-tomi-ai-used-for) - 1 comment, 2 upvotes ### 3. [Veritone Attribute](https://www.g2.com/products/veritone-attribute/reviews) Veritone Attribute is a broadcast attribution solution that helps broadcasters optimize linear TV and radio campaigns by correlating an ad with web lift in near-real time, with visualized, easily shareable reports. Broadcasters use Veritone Attribute to track performance of ads, to retain and win more business with ROI data they previously didn’t have. Through the power of campaign data, like web traffic and unique website visitors, radio and TV can compete more effectively with digital media channels to earn a larger slice of advertisers’ marketing budgets. **Average Rating:** 4.4/5.0 **Total Reviews:** 15 **How Do G2 Users Rate Veritone Attribute?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.4/10) - **Integrations:** 6.1/10 (Category avg: 8.7/10) - **Marketing Channels:** 6.7/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 7.9/10 (Category avg: 8.8/10) **Who Is the Company Behind Veritone Attribute?** - **Seller:** [ Veritone Inc.](https://www.g2.com/sellers/veritone-inc) - **Year Founded:** 2014 - **HQ Location:** Denver, US - **Twitter:** @veritoneinc (4,508 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/6442206/ (418 employees on LinkedIn®) - **Ownership:** NASDAQ: VERI **Who Uses This Product?** - **Who Uses This:** Account Executive - **Top Industries:** Broadcast Media - **Company Size:** 61% Enterprise, 28% Small-Business #### What Are Recent G2 Reviews of Veritone Attribute? **"[Attribute is a powerful tool to demonstrate radio efficacy.](https://www.g2.com/survey_responses/veritone-attribute-review-4621572)"** **Rating:** 4.5/5.0 stars *— Cesar C.* [Read full review](https://www.g2.com/survey_responses/veritone-attribute-review-4621572) --- **"[Perfect to clients that aren't connecting analytics](https://www.g2.com/survey_responses/veritone-attribute-review-4621444)"** **Rating:** 5.0/5.0 stars *— Erik T.* [Read full review](https://www.g2.com/survey_responses/veritone-attribute-review-4621444) --- #### What Are G2 Users Discussing About Veritone Attribute? - [What is Veritone Attribute used for?](https://www.g2.com/discussions/what-is-veritone-attribute-used-for) ### 4. [Wicked Reports](https://www.g2.com/products/wicked-reports/reviews) Wicked Reports is a cross-channel multi-touch marketing attribution platform for ecommerce businesses. See deep inside every paid ad channel for insights on which marketing efforts are working to find your best customers, highest sales, and best performing campaigns. Easily detect and save wasted ad spend using our Wicked Playbook insights. Wicked Reports provides unlimited attribution time windows and attribution models optimized for ecommerce. Make reality-based decisions on ad spend to increase ROI. **Average Rating:** 4.2/5.0 **Total Reviews:** 26 **How Do G2 Users Rate Wicked Reports?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.4/10) - **Integrations:** 8.5/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.5/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 8.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Wicked Reports?** - **Seller:** [Wicked Reports](https://www.g2.com/sellers/wicked-reports) - **Year Founded:** 2015 - **HQ Location:** Marblehead, Massachusetts - **Twitter:** @wickedreports (7,760 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/wicked-reports/ (21 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 78% Small-Business, 22% Mid-Market #### What Are Recent G2 Reviews of Wicked Reports? **"[Wicked Reports is our source of truth](https://www.g2.com/survey_responses/wicked-reports-review-7043992)"** **Rating:** 5.0/5.0 stars *— Mark D.* [Read full review](https://www.g2.com/survey_responses/wicked-reports-review-7043992) --- **"[Attribution Data that Gives More/Different Insights than First-Party Data Alone](https://www.g2.com/survey_responses/wicked-reports-review-7030631)"** **Rating:** 4.0/5.0 stars *— Danielle R.* [Read full review](https://www.g2.com/survey_responses/wicked-reports-review-7030631) --- #### What Are G2 Users Discussing About Wicked Reports? - [Is there a free version of Wicked Reports?](https://www.g2.com/discussions/is-there-a-free-version-of-wicked-reports) - 1 comment - [How does Wicked Reports work?](https://www.g2.com/discussions/how-does-wicked-reports-work) - 1 comment - [How do you use wicked reports?](https://www.g2.com/discussions/how-do-you-use-wicked-reports) ### 5. [ORM Technologies](https://www.g2.com/products/orm-technologies/reviews) ORM Technologies delivers advanced analytics to sales and marketing organizations. The three pillars of Advanced Analytics are: 1. Analyze - Report and measure your historical sales and marketing performance. 2. Predict - Use machine learning and AI to make predictions about where your business is headed based on your current sales and marketing strategy. 3. Optimize - Determine how to invest in sales and marketing to achieve your company's growing revenue goals. ORM Technologies' cloud-based software natively integrates with your marketing automation and customer relationship management platforms to provide key insights and recommendations for your business. 4 Solutions: 1. ORM Marketing Analytics 2. ORM Sales Analytics 3. ORM SaaS Metrics 4. ORM Account Targeting **Average Rating:** 4.6/5.0 **Total Reviews:** 25 **How Do G2 Users Rate ORM Technologies?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.4/10) - **Integrations:** 9.6/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.2/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind ORM Technologies?** - **Seller:** [ORM Technologies](https://www.g2.com/sellers/orm-technologies) - **Year Founded:** 2011 - **HQ Location:** Dallas, Texas - **Twitter:** @ORMTech (197 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2495955/ (7 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 41% Mid-Market, 41% Enterprise #### What Are Recent G2 Reviews of ORM Technologies? **"[Data Driven Insights for Modern Marketing](https://www.g2.com/survey_responses/orm-technologies-review-8317327)"** **Rating:** 4.5/5.0 stars *— Olivia P.* [Read full review](https://www.g2.com/survey_responses/orm-technologies-review-8317327) --- **"[A 360 view of business and marketing within a single platform](https://www.g2.com/survey_responses/orm-technologies-review-7863266)"** **Rating:** 5.0/5.0 stars *— Pedro B.* [Read full review](https://www.g2.com/survey_responses/orm-technologies-review-7863266) --- #### What Are G2 Users Discussing About ORM Technologies? - [What are the different ORM tools?](https://www.g2.com/discussions/what-are-the-different-orm-tools) - [What does an ORM do?](https://www.g2.com/discussions/what-does-an-orm-do) - [What are examples of ORM?](https://www.g2.com/discussions/what-are-examples-of-orm) ### 6. [Cometly](https://www.g2.com/products/cometly/reviews) Cometly is a attribution cloud platform that enables businesses to get better accurate attribution for their ad campaigns and make smarter ad optimization decisions based on accurate data. **Average Rating:** 4.8/5.0 **Total Reviews:** 35 **How Do G2 Users Rate Cometly?** - **Has the product been a good partner in doing business?:** 9.9/10 (Category avg: 9.4/10) - **Integrations:** 8.5/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.6/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 9.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Cometly?** - **Seller:** [Cometly](https://www.g2.com/sellers/cometly) - **Year Founded:** 2021 - **HQ Location:** Newtown, Pennsylvania - **Twitter:** @CometlyApp (1,794 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cometly/ (8 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO - **Top Industries:** Marketing and Advertising - **Company Size:** 77% Small-Business, 23% Mid-Market #### What Are Cometly's Pros and Cons? **Pros:** - Affordable (1 reviews) - Analytics (1 reviews) - Attribution Accuracy (1 reviews) - Centralized Management (1 reviews) - Channel Management (1 reviews) **Cons:** - Poor Documentation (1 reviews) ### What Do G2 Reviewers Say About Cometly? *AI-generated summary from verified user reviews* **Pros:** - Users commend Cometly for its **affordability** , providing exceptional tracking capabilities without breaking the bank. - Users value the **flexibility and accuracy** of Cometly's analytics, finding it simple and effective for tracking performance. - Users value the **attribution accuracy** of Cometly, enabling precise tracking of custom events effortlessly. - Users find the **centralized management** of Cometly perfect for viewing all paid channels in one dashboard. - Users love the **convenience of viewing all paid channels** in a unified dashboard, enhancing their management experience. **Cons:** - Users find **poor documentation** problematic, as it often doesn't match the actual application, causing confusion. #### What Are Recent G2 Reviews of Cometly? **"[Anyone spending more than $10K/Mo. on Paid Ads should Buy Cometly immediately!](https://www.g2.com/survey_responses/cometly-review-9985546)"** **Rating:** 5.0/5.0 stars *— Dharmil P.* [Read full review](https://www.g2.com/survey_responses/cometly-review-9985546) --- **"[I can’t imagine running my business without Cometly](https://www.g2.com/survey_responses/cometly-review-10640696)"** **Rating:** 5.0/5.0 stars *— Erick A.* [Read full review](https://www.g2.com/survey_responses/cometly-review-10640696) --- #### What Are G2 Users Discussing About Cometly? - [What is Cometly used for?](https://www.g2.com/discussions/what-is-cometly-used-for) ### 7. [Full Circle Insights](https://www.g2.com/products/full-circle-insights/reviews) Full Circle Insights is the Attribution Modeling and Funnel Measurement Solution Built for Salesforce As your Salesforce data experts, we help marketing and sales teams connect in a central location to finally deliver accurate attribution, build funnels, and create data-driven strategies that drive revenue. The Full Circle Insights team comprises former Salesforce executives, marketing experts, product managers, and automation specialists who understand how valuable data is – and how frustrating it can be to get. Our powerful, Salesforce-native solution empowers your team to easily create multiple attribution models and funnels, measure sales and marketing impact, and align company-wide while keeping your data safe in Salesforce. **Average Rating:** 4.0/5.0 **Total Reviews:** 133 **How Do G2 Users Rate Full Circle Insights?** - **Has the product been a good partner in doing business?:** 8.2/10 (Category avg: 9.4/10) - **Integrations:** 6.7/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.3/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 8.8/10 (Category avg: 8.8/10) **Who Is the Company Behind Full Circle Insights?** - **Seller:** [CONQUER](https://www.g2.com/sellers/conquer) - **Company Website:** https://conquer.io - **Year Founded:** 2007 - **HQ Location:** Reno, NV - **LinkedIn® Page:** https://www.linkedin.com/company/727098/ (82 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 82% Mid-Market, 15% Enterprise #### What Are Full Circle Insights's Pros and Cons? **Pros:** - Collaboration (1 reviews) - Contact Management (1 reviews) - CRM Integration (1 reviews) - Customer Acquisition (1 reviews) - Customer Support (1 reviews) **Cons:** - Dashboard Issues (1 reviews) - Inefficient Reporting (1 reviews) - Lack of Flexibility (1 reviews) - Limited Customization (1 reviews) - Limited Features (1 reviews) ### What Do G2 Reviewers Say About Full Circle Insights? *AI-generated summary from verified user reviews* **Pros:** - Users find the **collaboration capabilities** of Full Circle Insights beneficial for managing everything seamlessly within Salesforce. - Users value the **native Salesforce integration** for streamlined contact management in one accessible platform. - Users find the **CRM integration with Salesforce** valuable for streamlined funnel management, despite its limited robustness. - Users appreciate the **ease of managing everything within Salesforce** , streamlining their customer acquisition efforts effectively. - Users appreciate the **integrated customer support** of Full Circle Insights, allowing seamless management within Salesforce. **Cons:** - Users find that the **dashboard issues** limit their ability to customize reports effectively within Full Circle Insights. - Users find Full Circle Insights' reporting to be **inefficient** , as it relies heavily on Salesforce and requires manual adjustments. - Users find the **lack of flexibility** in Full Circle Insights limits customization and depth of reporting capabilities. - Users find the **limited customization** of Full Circle Insights' reporting less flexible, reliant on Salesforce's capabilities. - Users find **limited reporting features** in Full Circle Insights, requiring manual adjustments for in-depth analysis. #### What Are Recent G2 Reviews of Full Circle Insights? **"[A game changer](https://www.g2.com/survey_responses/full-circle-insights-review-3536844)"** **Rating:** 5.0/5.0 stars *— Dipika R.* [Read full review](https://www.g2.com/survey_responses/full-circle-insights-review-3536844) --- **"[Full Funnel attribution tracking solution](https://www.g2.com/survey_responses/full-circle-insights-review-6732110)"** **Rating:** 5.0/5.0 stars *— Amanda S.* [Read full review](https://www.g2.com/survey_responses/full-circle-insights-review-6732110) --- #### What Are G2 Users Discussing About Full Circle Insights? - [What is Full Circle Insights used for?](https://www.g2.com/discussions/what-is-full-circle-insights-used-for) - 1 comment ### 8. [Clara](https://www.g2.com/products/cuebiq-inc-clara/reviews) Clara is an AI-driven Assistant that maps, targets, and measures the offline consumer journey. **Average Rating:** 4.0/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Clara?** - **Integrations:** 5.8/10 (Category avg: 8.7/10) - **Marketing Channels:** 6.4/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 8.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Clara?** - **Seller:** [Cuebiq Inc.](https://www.g2.com/sellers/cuebiq-inc) - **Year Founded:** 2015 - **HQ Location:** New York, US - **Twitter:** @Cuebiq (1,718 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/cuebiq (57 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 53% Small-Business, 32% Mid-Market #### What Are Recent G2 Reviews of Clara? **"[Aiding in the acquisition of new clients for the company](https://www.g2.com/survey_responses/clara-review-10046389)"** **Rating:** 4.5/5.0 stars *— Vinay H.* [Read full review](https://www.g2.com/survey_responses/clara-review-10046389) --- **"[Helping in growth of new customers for business](https://www.g2.com/survey_responses/clara-review-9119807)"** **Rating:** 4.5/5.0 stars *— Ravi C.* [Read full review](https://www.g2.com/survey_responses/clara-review-9119807) --- ### 9. [Neustar Marketshare](https://www.g2.com/products/neustar-marketshare/reviews) Neustar Unified Analytics is a holistic marketing measurement, analytics and attribution solution that helps you derive real, actionable insights from an integrated view of your customers' journeys to truly understand the impact of all your marketing, no matter where and how it happens. **Average Rating:** 3.8/5.0 **Total Reviews:** 17 **How Do G2 Users Rate Neustar Marketshare?** - **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.4/10) **Who Is the Company Behind Neustar Marketshare?** - **Seller:** [Neustar](https://www.g2.com/sellers/neustar) - **Year Founded:** 1996 - **HQ Location:** Sterling, VA - **Twitter:** @Neustar (10,853 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5349/ (945 employees on LinkedIn®) - **Ownership:** NYSE: NSR **Who Uses This Product?** - **Company Size:** 65% Small-Business, 24% Enterprise #### What Are Recent G2 Reviews of Neustar Marketshare? **"[Neustar to the Rescue!](https://www.g2.com/survey_responses/neustar-marketshare-review-4425553)"** **Rating:** 4.0/5.0 stars *— Verified User in International Trade and Development* [Read full review](https://www.g2.com/survey_responses/neustar-marketshare-review-4425553) --- **"[Good tool to understand the market share scenario ](https://www.g2.com/survey_responses/neustar-marketshare-review-822455)"** **Rating:** 4.0/5.0 stars *— Leonardo D.* [Read full review](https://www.g2.com/survey_responses/neustar-marketshare-review-822455) --- ### 10. [Foursquare Attribution](https://www.g2.com/products/foursquare-attribution/reviews) Foursquare Attribution is the most accurate omnichannel measurement solution for marketers, offering granular insights into how well your campaigns are driving in-store visits and purchases. Directly tie ad spend to real-world outcomes, like incremental visits and sales lift, across 550+ partner networks and nearly every channel and screen including digital, mobile, TV, CTV, OOH, Audio, and more. Access all of your reports in one unified UI for quick insights that enable you to optimize campaigns in-flight, avoid wasted ad spend, and drive ROI. **Average Rating:** 4.8/5.0 **Total Reviews:** 9 **How Do G2 Users Rate Foursquare Attribution?** - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.4/10) **Who Is the Company Behind Foursquare Attribution?** - **Seller:** [Foursquare](https://www.g2.com/sellers/foursquare) - **Year Founded:** 2009 - **HQ Location:** New York, NY - **Twitter:** @foursquare (22,906 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/foursquare (523 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 70% Small-Business, 30% Mid-Market #### What Are Recent G2 Reviews of Foursquare Attribution? **"[Best Mobile Location Audience Builder](https://www.g2.com/survey_responses/foursquare-attribution-review-5315130)"** **Rating:** 5.0/5.0 stars *— Joe K.* [Read full review](https://www.g2.com/survey_responses/foursquare-attribution-review-5315130) --- **"[Foursquare Review](https://www.g2.com/survey_responses/foursquare-attribution-review-9036008)"** **Rating:** 5.0/5.0 stars *— Mecha S.* [Read full review](https://www.g2.com/survey_responses/foursquare-attribution-review-9036008) --- #### What Are G2 Users Discussing About Foursquare Attribution? - [What is Foursquare Attribution used for?](https://www.g2.com/discussions/what-is-foursquare-attribution-used-for) ### 11. [Octanist](https://www.g2.com/products/octanist/reviews) Octanist is an offline conversion tracking and revenue attribution platform for paid lead generation marketing teams and agencies. It connects offline sales outcomes back to the ad campaigns that produced them. Most paid teams optimize their ad spend based on what their ad platforms can see: clicks and form fills. But form fills are not the same as revenue. Some campaigns generate dozens of leads that never close. Others generate fewer leads, but those leads turn into the biggest deals. Without linking offline sales back to the original ad click, paid teams cannot tell which campaigns drive revenue and which only look like they do. Octanist tracks every lead from the first ad click through to the closed deal, then sends qualified leads, won deals, and deal value back to ad platforms such as Google Ads, Meta, LinkedIn, and Microsoft Ads. Bidding algorithms can then optimize for revenue rather than lead volume. Octanist is used by paid media specialists at companies whose sales close offline, and by performance agencies that manage lead generation campaigns on behalf of such clients. Common categories include home and interior retail, professional services, healthcare, renovation and home improvement, automotive sales, and B2B software. The platform is set up in one to two business days and does not require an engineering project or a custom data warehouse. Key capabilities: • Multi-touch attribution from ad click to closed deal across Google Ads, Meta, LinkedIn, and Microsoft Ads • Offline conversion sync that sends qualified leads, won deals, and deal value back to ad platforms • Lead qualification workflow with manual marking inside Octanist or automatic syncing from CRM systems including HubSpot, Salesforce, Pipedrive, monday, and ClickUp • Cross-channel performance dashboard with metrics including CPL, CPQL, CPWL, ROAS, and won value at campaign, ad-set, and keyword level • Server-side tracking through Google Tag Manager Server Container, supporting cookie-resilient and privacy-safe data collection • GDPR and DMA compliance, with consent signals captured per lead and included with every conversion sent to ad platforms Octanist customers report €210M+ in revenue sent back to ad platforms, an average revenue growth of 32%, and an average reduction in wasted ad spend of 18%. The platform is used by performance agencies and in-house marketing teams. **Average Rating:** 4.8/5.0 **Total Reviews:** 8 **Who Is the Company Behind Octanist?** - **Seller:** [Octanist](https://www.g2.com/sellers/octanist) - **Year Founded:** 2025 - **HQ Location:** Reusel, NL - **LinkedIn® Page:** https://www.linkedin.com/company/octanist (6 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of Octanist? **"[Making impact on actual performance](https://www.g2.com/survey_responses/octanist-review-12998467)"** **Rating:** 4.5/5.0 stars *— Tim v.* [Read full review](https://www.g2.com/survey_responses/octanist-review-12998467) --- **"[Easy to Learn, Great Visualizations, and Fair Pricing](https://www.g2.com/survey_responses/octanist-review-12870623)"** **Rating:** 5.0/5.0 stars *— Anas B.* [Read full review](https://www.g2.com/survey_responses/octanist-review-12870623) --- ### 12. [Tracify](https://www.g2.com/products/tracify-2023-08-07/reviews) Tracify is a software specialized on e-commerce & lead gen companies for tracking and attribution of all your marketing activities (multichannel). Using a revolutionary tracking technology, users can be tracked without modeling or Google Analytics - 100% GDPR compliant. Tracify offers a variety of detailed dashboards that provide different insights into the performance of each channel (Meta, TikTok, Google, Native, Mail, Influencer), as well as holistically bringing all these channels together and transparently presenting the customer journey. **Average Rating:** 4.9/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Tracify?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.4/10) - **Integrations:** 10.0/10 (Category avg: 8.7/10) - **Marketing Channels:** 10.0/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Tracify?** - **Seller:** [Tracify](https://www.g2.com/sellers/tracify) - **Year Founded:** 2022 - **HQ Location:** Munich, Germany - **Twitter:** @Tracifyai - **LinkedIn® Page:** https://www.linkedin.com/company/tracifyai (21 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 92% Small-Business, 8% Mid-Market #### What Are Tracify's Pros and Cons? **Pros:** - Attribution Accuracy (1 reviews) - Comprehensive (1 reviews) - Customer Support (1 reviews) - Data Accuracy (1 reviews) - Ease of Use (1 reviews) ### What Do G2 Reviewers Say About Tracify? *AI-generated summary from verified user reviews* **Pros:** - Users commend Tracify for its **precise attribution accuracy** , enhancing performance insights and simplifying budget management. - Users value the **comprehensive data insights** from Tracify, enhancing budget planning and support throughout their experience. - Users value the **fast and personal customer support** of Tracify, enhancing their overall experience with the tool. - Users value the **precise and reliable data** from Tracify, which simplifies advertising budget planning remarkably. - Users appreciate the **ease of use** of Tracify, thanks to its precise data and excellent customer support. #### What Are Recent G2 Reviews of Tracify? **"[Efficient Multi-Channel Tracking and Excellent Support](https://www.g2.com/survey_responses/tracify-review-10296794)"** **Rating:** 5.0/5.0 stars *— Tobias L.* [Read full review](https://www.g2.com/survey_responses/tracify-review-10296794) --- **"[Tracking on a new level!](https://www.g2.com/survey_responses/tracify-review-10819093)"** **Rating:** 5.0/5.0 stars *— Verified User in Retail* [Read full review](https://www.g2.com/survey_responses/tracify-review-10819093) --- ### 13. [Incendium](https://www.g2.com/products/incendium/reviews) Incendium is an AI driven marketing ecosystem that harnesses machine learning and a unique tracking system to gain unparalleled insights across every stage of your customer journey. Quickly identify opportunities and action your data with Incendium’s leading personalization engine. **Average Rating:** 4.9/5.0 **Total Reviews:** 7 **How Do G2 Users Rate Incendium?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.4/10) - **Integrations:** 9.2/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.4/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 9.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Incendium?** - **Seller:** [Incendium AI](https://www.g2.com/sellers/incendium-ai) - **Year Founded:** 2019 - **HQ Location:** London, GB - **Twitter:** @incendiumai (13 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/incendium-ai (12 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 86% Small-Business, 14% Enterprise #### What Are Incendium's Pros and Cons? **Pros:** - Attribution Accuracy (1 reviews) - Customer Support (1 reviews) - Customization (1 reviews) - Dashboard Usability (1 reviews) - Efficiency (1 reviews) **Cons:** - Learning Curve (2 reviews) - Data Inaccuracy (1 reviews) ### What Do G2 Reviewers Say About Incendium? *AI-generated summary from verified user reviews* **Pros:** - Users praise the **attribution accuracy** of Incendium, along with its phenomenal support and customizable KPIs. - Users praise the **phenomenal customer support** of Incendium, valuing accurate attribution models and KPI customizations. - Users appreciate the **customization options** in Incendium, enhancing usability and allowing tailored experiences based on feedback. - Users value the **improved dashboard usability** of Incendium, finding data easy to access and understand. - Users commend the **efficiency** of Incendium, thanks to its comprehensive data and improved user experience. **Cons:** - Users note a significant **learning curve** with Incendium, which can be overwhelming at first but manageable with time. - Users struggle with a **steep learning curve** , leading to instances of data paralysis that hinder usability. #### What Are Recent G2 Reviews of Incendium? **"[Transformational Tool for Connecting Online and Offline Sales with Exceptional Support](https://www.g2.com/survey_responses/incendium-review-10040960)"** **Rating:** 5.0/5.0 stars *— Justin M.* [Read full review](https://www.g2.com/survey_responses/incendium-review-10040960) --- **"[Incredibly robust and informative platform](https://www.g2.com/survey_responses/incendium-review-10767324)"** **Rating:** 5.0/5.0 stars *— Sarah V.* [Read full review](https://www.g2.com/survey_responses/incendium-review-10767324) --- ### 14. [Adtriba](https://www.g2.com/products/adtriba/reviews) Adtriba is a SaaS solution with an integrative approach for future-proof, holistic and data driven marketing measurement and optimization. Based on advanced machine learning technologies like MTA, MMM and UMM Adtriba enables marketers to analyze complex customer journeys and marketing activities across all channels – online and offline (including TV, Social Media, Display, also considering branding effects). Reliable and transparent results allow for the optimization and planning of marketing strategies and budget allocations to improve performance and increase ROI. **Average Rating:** 4.6/5.0 **Total Reviews:** 10 **How Do G2 Users Rate Adtriba?** - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.4/10) - **Integrations:** 8.3/10 (Category avg: 8.7/10) - **Marketing Channels:** 10.0/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Adtriba?** - **Seller:** [Adtriba](https://www.g2.com/sellers/adtriba) - **Year Founded:** 2015 - **HQ Location:** Hamburg, Germany - **Twitter:** @adtriba (274 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/15081756 (2 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 45% Mid-Market, 27% Enterprise #### What Are Recent G2 Reviews of Adtriba? **"[Adtriba makes marketing and sales conversion easy.](https://www.g2.com/survey_responses/adtriba-review-8939549)"** **Rating:** 5.0/5.0 stars *— Ranjita G.* [Read full review](https://www.g2.com/survey_responses/adtriba-review-8939549) --- **"[Helps To Get Complete Analytics Reports](https://www.g2.com/survey_responses/adtriba-review-8995402)"** **Rating:** 4.0/5.0 stars *— Reshma M.* [Read full review](https://www.g2.com/survey_responses/adtriba-review-8995402) --- #### What Are G2 Users Discussing About Adtriba? - [What is Adtriba used for?](https://www.g2.com/discussions/what-is-adtriba-used-for) ### 15. [Mevo Decision Engine](https://www.g2.com/products/mevo-decision-engine/reviews) The Mevo Decision Engine transforms structured marketing data into smarter decisions. Built on the Mevo Data Platform, it consumes modeled journey data enriched with attribution and incrementality, then unlocks recommendations through a conversational interface. Unlike static dashboards, the Decision Engine delivers always-on, real-time insights continuously refreshed as new data flows in. Every recommendation is tailored to your brand’s unique goals and performance history, not generic benchmarks. Supporting full-funnel KPIs, the Decision Engine guides smarter media, creative, and audience strategies. Specialized AI agents analyze performance, recommend optimizations, and simulate plans—helping teams make faster, ROI-driven decisions. Key Features -Always-on, real-time recommendations that update as new data flows in -Conversational interface for plain-language access to insights -AI agents for performance analysis, optimization, and planning -Full-funnel support across brand and performance KPIs -Built on unified journey data enriched with attribution and incrementality Unlike static dashboards or generic benchmarks, Mevo Decision Engine adapts continuously to each brand’s unique objectives and performance history. This makes it more actionable than traditional BI tools and more brand-specific than one-size-fits-all optimization platforms—helping marketing teams gain an edge with decisions grounded in their own data, not industry averages. Mevo Decision Engine has optimized over $10B in marketing spend, driving a 35% lift in ROAS, 29% lower cost per conversion, and 23% greater efficiency—outperforming static dashboards and replacing labor-intensive MMM and MTA analyses. **Average Rating:** 4.8/5.0 **Total Reviews:** 6 **How Do G2 Users Rate Mevo Decision Engine?** - **Integrations:** 10.0/10 (Category avg: 8.7/10) - **Marketing Channels:** 10.0/10 (Category avg: 9.1/10) **Who Is the Company Behind Mevo Decision Engine?** - **Seller:** [Marketing Evolution](https://www.g2.com/sellers/marketing-evolution) - **Year Founded:** 2000 - **HQ Location:** New York, New York, United States - **Twitter:** @MktgEvolution (1,055 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/marketing-evolution (321 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 33% Enterprise, 33% Mid-Market #### What Are Recent G2 Reviews of Mevo Decision Engine? **"[One centralized marketing decsionning tool optimizing your marketing strategy & spend](https://www.g2.com/survey_responses/mevo-decision-engine-review-12836494)"** **Rating:** 5.0/5.0 stars *— ROGER VINCENT H.* [Read full review](https://www.g2.com/survey_responses/mevo-decision-engine-review-12836494) --- **"[A Game-Changer for Marketing Planning—Fast, Insightful, and Easy to Use](https://www.g2.com/survey_responses/mevo-decision-engine-review-12714124)"** **Rating:** 5.0/5.0 stars *— John R.* [Read full review](https://www.g2.com/survey_responses/mevo-decision-engine-review-12714124) --- #### What Are G2 Users Discussing About Mevo Decision Engine? - [What is Marketing Evolution used for?](https://www.g2.com/discussions/what-is-marketing-evolution-used-for) ### 16. [Lebesgue](https://www.g2.com/products/lebesgue/reviews) Lebesgue exists to make sophisticated analytics easy and effective for every Shopify/WooCommerce brand. Our platform unifies all your data (store, ad accounts & marketing tools and even your competitor's activities) into one easy-to-use dashboard. Lebesgue connects with 30+ e-commerce tools including Amazon, Google Ads, Meta Ads, TikTok Ads, Pinterest, Klaviyo, Google Analytics, Microsoft Ads, Shopify and WooCommerce. Our goal is to move you from complex data to confident decisions. Lebesgue's proprietary AI, trained on real e-Commerce data gives you simple, written suggestions on what to do to grow more efficiently and boost your profit. You'll get clear guidance on how to improve your return on ad spend (ROI), cut wasted budget, and increase overall profit. With our own first-party pixel, Le Pixel, you can finally get accurate attribution data you can trust, even with all the recent privacy changes. Dive deep into your most important growth levers. Our tools make it easy to understand true customer LTV (Lifetime Value) so you can improve retention, and our competitor intelligence gives you a strategic edge by showing you what other brands are doing. Automated ad audits and our AI assistant, Henri, provide steps to improve your marketing efficiency. Delta business breakdowns helps you compare any two time periods to understand what changed in your business and why. This helps you spot trends and find the drivers behind your performance. This is powerful AI marketing analytics, made simple and accessible. What truly sets us apart is that we combine this technology with real, hands-on expert support. We're a team of e-commerce veterans who are passionate about helping you succeed. Lebesgue is a great fit for: - Data-driven Shopify and WooCommerce store owners who want to increase profitability. - E-commerce marketing managers looking for a unified view of their multi-channel performance. - Digital advertising specialists aiming to optimize ad spend and improve ROI. - Marketing agencies that need an efficient, powerful tool to deliver better results for their e-commerce clients. **Average Rating:** 4.7/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Lebesgue?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.4/10) - **Integrations:** 10.0/10 (Category avg: 8.7/10) - **Marketing Channels:** 10.0/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Lebesgue?** - **Seller:** [Lebesgue](https://www.g2.com/sellers/lebesgue) - **Year Founded:** 2021 - **HQ Location:** San Francisco, US - **LinkedIn® Page:** https://www.linkedin.com/company/lebesgue (24 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Lebesgue's Pros and Cons? **Pros:** - Ad Management (3 reviews) - Helpful (3 reviews) - Analytics (2 reviews) - Attribution Accuracy (2 reviews) - Efficiency (2 reviews) **Cons:** - Expensive (1 reviews) - Expensive Pricing (1 reviews) - Limitations (1 reviews) - Limited Features (1 reviews) - Limited Templates (1 reviews) ### What Do G2 Reviewers Say About Lebesgue? *AI-generated summary from verified user reviews* **Pros:** - Users love Lebesgue for its **powerful ad management** capabilities, enhancing campaign performance through insightful competitor analysis. - Users value the **ease of use and detailed competitor insights** provided by Lebesgue for effective digital marketing. - Users love the **detailed analytics** from Lebesgue, enabling insights that enhance brand growth and marketing strategies. - Users appreciate the **attribution accuracy** of Lebesgue, gaining valuable insights to enhance their marketing strategies. - Users value the **efficiency of Lebesgue** , as it streamlines competitor analysis and enhances digital marketing strategies effectively. **Cons:** - Users find the pricing for Lebesgue **too expensive** for smaller businesses, limiting its accessibility and value. - Users feel the pricing tiers are **not suitable for smaller businesses** , limiting access to the program's benefits. - Users note the **lack of built-in templates** in Lebesgue, which affects their initial experience with the tool. - Users note the **limited features** of Lebesgue, particularly the absence of built-in templates, affecting usability. - Users note the **limited templates** available in Lebesgue, which may hinder their workflow and creativity. #### What Are Recent G2 Reviews of Lebesgue? **"[If not the best is the second best one](https://www.g2.com/survey_responses/lebesgue-review-11338425)"** **Rating:** 5.0/5.0 stars *— Leandro C.* [Read full review](https://www.g2.com/survey_responses/lebesgue-review-11338425) --- **"[I love how easy it is to dissect their Facebook ad tactics.](https://www.g2.com/survey_responses/lebesgue-review-11466932)"** **Rating:** 5.0/5.0 stars *— V. V.* [Read full review](https://www.g2.com/survey_responses/lebesgue-review-11466932) --- ### 17. [RSLT](https://www.g2.com/products/rslt/reviews) Know exactly which TV, CTV, streaming, video, and radio ads drive business results. RSLT TV is a privacy-first attribution platform that measures performance by network, creative, daypart, DMA, airing, and placement. Optimize media spend and predict ad fatigue before ROI declines, without pixels, IP addresses, or third-party cookies. Recognized with the Drexel LeBow Analytics 50 Award alongside industry leaders including Best Buy, Intel, Comcast, CVS Health, and Verizon. **Average Rating:** 4.9/5.0 **Total Reviews:** 5 **How Do G2 Users Rate RSLT?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.4/10) - **Integrations:** 10.0/10 (Category avg: 8.7/10) - **Marketing Channels:** 10.0/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind RSLT?** - **Seller:** [RSLT](https://www.g2.com/sellers/rslt) - **HQ Location:** New York, US - **LinkedIn® Page:** https://www.linkedin.com/company/rsltio (2 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of RSLT? **"[RSLT Delivers Privacy-Minded, Actionable Analytics for TV, CTV & Digital](https://www.g2.com/survey_responses/rslt-review-13047628)"** **Rating:** 4.5/5.0 stars *— Hyrum L.* [Read full review](https://www.g2.com/survey_responses/rslt-review-13047628) --- **"[Centralized Performance Insights That Strengthen Client Recommendations](https://www.g2.com/survey_responses/rslt-review-12924049)"** **Rating:** 5.0/5.0 stars *— Matthew O.* [Read full review](https://www.g2.com/survey_responses/rslt-review-12924049) --- ### 18. [ChannelMix](https://www.g2.com/products/channelmix/reviews) With an end-to-end platform and comprehensive suite of analytics products, ChannelMix provides leading brands and agencies with a clear path to measure and grow marketing ROI. ChannelMix is pioneering future-ready marketing measurement with first-party analytics tracking and data models that deliver insights that are more accurate, sustainable and impactful to the business. With ChannelMix, you’ll achieve complete visibility and control of marketing spend, goals, ROI and more - without needing to learn how to query or code. - ChannelMix requires no SQL or coding knowledge — our team manages and repairs data connections for you. Clients have seen up to a 90% decrease in time to prepare data for analysis with ChannelMix. - All data is stored in a dedicated data warehouse (Amazon Redshift, Google BigQuery) managed for you by the ChannelMix team. We take the data management burden off your team. - ChannelMix integrates with the BI or visualization tool of your choice: Tableau, Google Data Studio, Power BI, Looker, Yellowfin and more. With our quick-start dashboards, you can have a reporting solution up and running in less than 3 days. - The platform is supported by a 100% US-based team. Clients receive account management and data support with same-day response. **Average Rating:** 4.3/5.0 **Total Reviews:** 45 **How Do G2 Users Rate ChannelMix?** - **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.4/10) - **Integrations:** 9.4/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.4/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 9.4/10 (Category avg: 8.8/10) **Who Is the Company Behind ChannelMix?** - **Seller:** [InMarket](https://www.g2.com/sellers/inmarket) - **Year Founded:** 2010 - **HQ Location:** Austin, Texas - **Twitter:** @inMarket_Media (1,325 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/inmarket_1/ (362 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 57% Mid-Market, 33% Small-Business #### What Are Recent G2 Reviews of ChannelMix? **"[One of the best tools I have used to integrate all data sources.](https://www.g2.com/survey_responses/channelmix-review-9099733)"** **Rating:** 4.0/5.0 stars *— Carl G.* [Read full review](https://www.g2.com/survey_responses/channelmix-review-9099733) --- **"[An incredible solution with even greater support.](https://www.g2.com/survey_responses/channelmix-review-9105343)"** **Rating:** 5.0/5.0 stars *— Meredith W.* [Read full review](https://www.g2.com/survey_responses/channelmix-review-9105343) --- #### What Are G2 Users Discussing About ChannelMix? - [What is ChannelMix used for?](https://www.g2.com/discussions/what-is-channelmix-used-for) ### 19. [InMarket](https://www.g2.com/products/inmarket/reviews) Since 2010, InMarket has connected brands and customers when and where it matters most. Through InMarket's industry-leading real-time marketing and measurement platform, leading brands like Kraft Heinz, Anheuser-Busch, and P&G can drive growth, optimize spend, and close the loop between consumer intent and purchase with unique, actionable intent, transaction, and location data. Its success in driving real-world outcomes resulted in recognition from Deloitte as one of the fastest-growing North American technology companies for three consecutive years. InMarket holds 25+ location, attribution, and digital marketing patents. InMarket serves thousands of brands across retail, grocery, dining, CPG, pharma, and travel/entertainment. **Average Rating:** 4.5/5.0 **Total Reviews:** 10 **How Do G2 Users Rate InMarket?** - **Has the product been a good partner in doing business?:** 6.7/10 (Category avg: 9.4/10) **Who Is the Company Behind InMarket?** - **Seller:** [InMarket](https://www.g2.com/sellers/inmarket) - **Year Founded:** 2010 - **HQ Location:** Austin, Texas - **Twitter:** @inMarket_Media (1,325 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/inmarket_1/ (362 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 70% Mid-Market, 30% Small-Business #### What Are InMarket's Pros and Cons? **Pros:** - Buyer Intent (1 reviews) - Customer Engagement (1 reviews) - Ease of Use (1 reviews) ### What Do G2 Reviewers Say About InMarket? *AI-generated summary from verified user reviews* **Pros:** - Users value the **efficient identification of interested customers** , facilitating effective outreach to their target audience. - Users value the **effective customer engagement** of InMarket, making it easy to connect with interested customers. - Users find **ease of use** with InMarket, allowing for effortless customer targeting and outreach. #### What Are Recent G2 Reviews of InMarket? **"[Make best digital choices](https://www.g2.com/survey_responses/inmarket-review-6977554)"** **Rating:** 5.0/5.0 stars *— PUNITA RAJ R.* [Read full review](https://www.g2.com/survey_responses/inmarket-review-6977554) --- **"[Most effective digital advertising platform](https://www.g2.com/survey_responses/inmarket-review-6940742)"** **Rating:** 5.0/5.0 stars *— MD Mustasin R.* [Read full review](https://www.g2.com/survey_responses/inmarket-review-6940742) --- ### 20. [Kickbite](https://www.g2.com/products/kickbite/reviews) Future-proof tracking, AI-powered Click & View Attribution, and all necessary integrations to restore trust in data for e-commerce shops. Enable your marketing team to optimize the entire funnel for customer acquisition cost (CAC), customer lifetime value (CLTV), or profitability on ad spend. Leading eCommerce companies like AG1, Ankerkraut and Lucardi use Kickbite on a daily basis **Average Rating:** 4.6/5.0 **Total Reviews:** 5 **How Do G2 Users Rate Kickbite?** - **Integrations:** 7.5/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.8/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 5.8/10 (Category avg: 8.8/10) **Who Is the Company Behind Kickbite?** - **Seller:** [Kickbite](https://www.g2.com/sellers/kickbite) - **Year Founded:** 2020 - **HQ Location:** Berlin, DE - **LinkedIn® Page:** https://www.linkedin.com/company/kickbite/ (11 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 60% Mid-Market, 40% Small-Business #### What Are Kickbite's Pros and Cons? **Pros:** - Insights (4 reviews) - Channel Management (3 reviews) - Informed Decisions (3 reviews) - Attribution Accuracy (2 reviews) - Campaign Management (2 reviews) **Cons:** - Limitations (3 reviews) - Improvement Needed (2 reviews) - Limited Customization (2 reviews) - Attribution Issues (1 reviews) - Complexity (1 reviews) ### What Do G2 Reviewers Say About Kickbite? *AI-generated summary from verified user reviews* **Pros:** - Users appreciate the **detailed insights** from Kickbite, greatly enhancing revenue tracking and decision-making across channels. - Users value the **effective channel tracking** of Kickbite, enabling informed decisions and improved marketing strategies. - Users value the **clear visibility and insights** of Kickbite, enabling informed decisions and effective budget allocation. - Users value the **attribution accuracy** of Kickbite, enabling informed decisions and improved marketing performance across channels. - Users appreciate the **comprehensive insights** from Kickbite, significantly improving their campaign performance and decision-making. **Cons:** - Users note the **lack of customization and tracking inconsistencies** in Kickbite, which can hinder detailed analysis and reporting. - Users find the lack of **custom report options** for analyses limiting, hindering effective performance comparisons over time. - Users note the **limited customization** options in Kickbite, struggling to create tailored reports and analyze performance effectively. - Users find the **attribution issues** in Kickbite limit insights, making performance analysis more challenging and less effective. - Users find the **inconsistencies in tracking** complicate analysis of campaign performance, especially between leads and conversions. #### What Are Recent G2 Reviews of Kickbite? **"[Essential tool for full funnel optimization](https://www.g2.com/survey_responses/kickbite-review-10407105)"** **Rating:** 4.0/5.0 stars *— Joram D.* [Read full review](https://www.g2.com/survey_responses/kickbite-review-10407105) --- **"[Finally a single source of truth](https://www.g2.com/survey_responses/kickbite-review-10416620)"** **Rating:** 4.5/5.0 stars *— Zahari D.* [Read full review](https://www.g2.com/survey_responses/kickbite-review-10416620) --- ### 21. [Adinton](https://www.g2.com/products/adinton/reviews) Adinton is a software for analyzing and optimizing marketing campaigns that allows you to manage online marketing investment return and sales due to spending optimization. **Average Rating:** 4.7/5.0 **Total Reviews:** 3 **How Do G2 Users Rate Adinton?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.4/10) - **Integrations:** 10.0/10 (Category avg: 8.7/10) - **Marketing Channels:** 10.0/10 (Category avg: 9.1/10) **Who Is the Company Behind Adinton?** - **Seller:** [Adinton](https://www.g2.com/sellers/adinton) - **HQ Location:** Barcelona, ES - **Twitter:** @ADINTON (427 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/adinton (4 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 67% Small-Business, 33% Mid-Market #### What Are Recent G2 Reviews of Adinton? **"[Adinton Best Analytics Marketing Software To Manage Business Audiences](https://www.g2.com/survey_responses/adinton-review-4363271)"** **Rating:** 5.0/5.0 stars *— Verified User in Information Technology and Services* [Read full review](https://www.g2.com/survey_responses/adinton-review-4363271) --- **"[Great toool, you can know alomost every thing is happen on your site. An they have great support](https://www.g2.com/survey_responses/adinton-review-4132352)"** **Rating:** 5.0/5.0 stars *— Antonio G.* [Read full review](https://www.g2.com/survey_responses/adinton-review-4132352) --- #### What Are G2 Users Discussing About Adinton? - [What is Adinton used for?](https://www.g2.com/discussions/what-is-adinton-used-for) ### 22. [Clear Ring](https://www.g2.com/products/clear-ring/reviews) Clear Ring is a lead and revenue intelligence software platform that enables businesses and agencies to track, analyse, and understand inbound customer enquiries across phone calls, form submissions, live chat, and website interactions. The platform captures inbound interactions and connects them to marketing sources such as paid advertising, organic search, referrals, and offline campaigns. Clear Ring is designed to provide visibility into how leads are generated, how they engage, and how they progress from first enquiry through to commercial outcome, supporting accurate attribution beyond surface-level conversion metrics. Clear Ring includes an AI suite that analyses conversations and enquiry data to extract structured insight from calls, forms, and chats. This analysis identifies indicators such as intent, lead quality, outcomes, objections, and buying signals, allowing teams to evaluate performance without manually reviewing each interaction. The AI output is designed to support optimisation, reporting, and follow-up decisions using consistent, evidence-based criteria. As part of the Clear Ring AI suite, Clear Ring ConvertIQ provides aggregated intelligence and reporting across campaigns, accounts, and time periods. ConvertIQ is designed to explain performance by identifying patterns in buying behaviour, highlighting the drivers of high-value leads, and exposing differences between reported conversions and commercial outcomes. This enables teams to assess performance based on lead value and revenue impact rather than volume alone. Clear Ring supports closed-loop attribution by linking inbound leads to downstream outcomes such as quotes, invoices, and confirmed revenue. This allows marketing and sales teams to align activity and reporting around measurable business results and to understand which marketing efforts contribute to real revenue generation. Clear Ring is commonly used by marketing teams, agencies, and performance-focused organisations that require accurate attribution, structured lead intelligence, and clarity across the full customer journey, from initial enquiry through to revenue. **Average Rating:** 5.0/5.0 **Total Reviews:** 13 **How Do G2 Users Rate Clear Ring?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.4/10) **Who Is the Company Behind Clear Ring?** - **Seller:** [Clear Ring](https://www.g2.com/sellers/clear-ring) - **Year Founded:** 2020 - **HQ Location:** Liverpool, England - **LinkedIn® Page:** https://www.linkedin.com/company/clear-ring-ltd/ (3 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 77% Small-Business, 23% Mid-Market #### What Are Clear Ring's Pros and Cons? **Pros:** - Call Tracking (4 reviews) - Insights (4 reviews) - Customer Support (3 reviews) - Positive Experience (3 reviews) - Reporting (3 reviews) ### What Do G2 Reviewers Say About Clear Ring? *AI-generated summary from verified user reviews* **Pros:** - Users value the **effective call tracking** of Clear Ring, enhancing insights and boosting marketing strategy efficiency. - Users value the **real-time insights** from Clear Ring, which enhance marketing strategy and boost lead generation significantly. - Users commend the **responsive customer support** of Clear Ring, ensuring assistance is readily available for all inquiries. - Users value the **clarity and insights** provided by Clear Ring, significantly improving their marketing strategies and lead tracking. - Users value the **comprehensive reporting** of Clear Ring, which enhances campaign evaluation and supports strategic decisions. #### What Are Recent G2 Reviews of Clear Ring? **"["CLEAR RING THE ULTIMATE TRACKER"](https://www.g2.com/survey_responses/clear-ring-review-9063245)"** **Rating:** 5.0/5.0 stars *— Samuel E.* [Read full review](https://www.g2.com/survey_responses/clear-ring-review-9063245) --- **"[Take control of your Marketing through Clear Ring](https://www.g2.com/survey_responses/clear-ring-review-8942320)"** **Rating:** 5.0/5.0 stars *— Kashif M.* [Read full review](https://www.g2.com/survey_responses/clear-ring-review-8942320) --- ### 23. [Objective Platform](https://www.g2.com/products/objective-platform/reviews) Objective Platform is a Marketing Mix Modelling (MMM) software that helps businesses measure, analyse and optimise the performance of their media investments across online and offline channels. Designed for privacy-first marketing, it enables brands to understand which channels and campaigns drive ROI, even without cookies or user-level tracking. Who uses Objective Platform? Used by enterprise and mid-sized companies in telecommunications, automotive, utilities, energy, FMCG, beauty and health, retail and insurance, the platform provides a unified, data-driven view of marketing performance to guide strategic and tactical budget decisions. Key features include: 1. Advanced Econometric Modelling – Configurable Bayesian-style models that transparently evaluate channel and campaign ROI. 2. Scenario Planning & Optimisation – Forecast media scenarios, compare campaigns and plan budgets to drive up to 20% sales uplift. 3. Omnichannel Data Management – Seamlessly integrate data from 200+ sources with automated ingestion, mapping, validation and dashboard-ready reporting. 4. Privacy-Compliant Measurement – Measures media effectiveness without personal identifiers, suited for the cookieless ecosystem. 5. Brand Attribution Dashboards – Link brand equity and perception with sales impact. Understand how brand strength influences outcomes and how media spend affects brand over time. 6. Dynamic Marketing Insights – Drill into campaign, channel, advertised products and customer-level analytics. Distinguish between new vs. returning customers, online vs. in-store performance, and long-term vs. short-term effects With Objective Platform, organisations can: - Identify the highest-performing channels, campaigns and advertised products - Reallocate spend for up to 20% sales uplift - Plan, test and optimise campaign budgets before execution - Comply with data privacy regulations while maintaining measurement accuracy - Empower marketing and finance teams with a shared source of truth Leading brands such as Unilever, Deutsche Telekom Group, Vattenfall and PostNL use Objective Platform to gain complete control over their media investments and plan for growth. **Average Rating:** 4.6/5.0 **Total Reviews:** 4 **How Do G2 Users Rate Objective Platform?** - **Integrations:** 5.8/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.4/10 (Category avg: 9.1/10) **Who Is the Company Behind Objective Platform?** - **Seller:** [Objective Platform](https://www.g2.com/sellers/objective-platform) - **Year Founded:** 2014 - **HQ Location:** Amsterdam, NL - **LinkedIn® Page:** http://www.linkedin.com/company/objectiveplatform (55 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 100% Enterprise #### What Are Objective Platform's Pros and Cons? **Pros:** - Channel Management (2 reviews) - Ease of Use (2 reviews) - Insights (2 reviews) - Analytics (1 reviews) - Attribution Accuracy (1 reviews) **Cons:** - Complexity (1 reviews) - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) - Time-Consuming (1 reviews) - Time-consuming Processes (1 reviews) ### What Do G2 Reviewers Say About Objective Platform? *AI-generated summary from verified user reviews* **Pros:** - Users value the **advanced insights** from Objective Platform's MMM, enhancing data-driven decisions and optimizing marketing strategies. - Users find the **intuitive design** of Objective Platform enhances usability, facilitating smooth integration and effective decision-making. - Users find the **advanced insights** from Objective Platform invaluable for making data-driven marketing decisions and optimizing campaigns. - Users value the **advanced insights** from Objective Platform's MMM, enabling data-driven decisions and enhancing marketing effectiveness. - Users value the **attribution accuracy** of Objective Platform, enabling informed decisions and effective marketing strategies. **Cons:** - Users find the **complexity** of Objective Platform time-consuming, particularly for those who are new to the system. - Users find the **learning curve** intimidating and time-consuming, especially when first starting with Objective Platform. - Users find the **learning difficulty** of Objective Platform can be challenging and time-consuming for newcomers. - Users find Objective Platform to be **time-consuming and complicated** , especially for newcomers trying to navigate its features. - Users find the **time-consuming processes** of the Objective Platform daunting, especially for newcomers trying to navigate its features. #### What Are Recent G2 Reviews of Objective Platform? **"[Empowering Data-Driven Decisions with true Partnership](https://www.g2.com/survey_responses/objective-platform-review-12097198)"** **Rating:** 4.5/5.0 stars *— Samantha K.* [Read full review](https://www.g2.com/survey_responses/objective-platform-review-12097198) --- **"[Intuitive Platform with Smooth Integration and Excellent Support](https://www.g2.com/survey_responses/objective-platform-review-12013517)"** **Rating:** 5.0/5.0 stars *— Verified User in Telecommunications* [Read full review](https://www.g2.com/survey_responses/objective-platform-review-12013517) --- ### 24. [PixelMe](https://www.g2.com/products/pixelme/reviews) PixelMe is a multi-touch customer attribution platform for savvy marketers. Unify your marketing data to attribute every marketing effort, track ROI, view customer journeys, and optimize your budgets for growth. **Average Rating:** 4.6/5.0 **Total Reviews:** 11 **How Do G2 Users Rate PixelMe?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.4/10) **Who Is the Company Behind PixelMe?** - **Seller:** [SPS Commerce](https://www.g2.com/sellers/sps-commerce) - **Year Founded:** 1987 - **HQ Location:** Minneapolis, MN - **LinkedIn® Page:** https://www.linkedin.com/company/15345/ (3,351 employees on LinkedIn®) - **Ownership:** NASDAQ:SPSC - **Total Revenue (USD mm):** $312 **Who Uses This Product?** - **Company Size:** 100% Small-Business #### What Are Recent G2 Reviews of PixelMe? **"[Customize your own domain link with PixelMe Link shortner . Definately one of the easiest tool](https://www.g2.com/survey_responses/pixelme-review-5169351)"** **Rating:** 5.0/5.0 stars *— uttam .* [Read full review](https://www.g2.com/survey_responses/pixelme-review-5169351) --- **"[Trackable Vanity URL with Description and Image](https://www.g2.com/survey_responses/pixelme-review-5173787)"** **Rating:** 5.0/5.0 stars *— Verified User in Alternative Medicine* [Read full review](https://www.g2.com/survey_responses/pixelme-review-5173787) --- #### What Are G2 Users Discussing About PixelMe? - [What is Rocket Link?](https://www.g2.com/discussions/pixelme-what-is-rocket-link) - [What is PixelMe?](https://www.g2.com/discussions/what-is-pixelme) - [How does PixelMe work?](https://www.g2.com/discussions/how-does-pixelme-work) - [Why use PixelMe?](https://www.g2.com/discussions/why-use-pixelme) ### 25. [Grovs](https://www.g2.com/products/grovs/reviews) Grovs helps mobile apps grow faster—smarter. Track installs, boost engagement, and optimize ROI across the full user journey with deep links, referral tracking, and clear, actionable analytics. Grovs combines powerful attribution, cross-app messaging, and install optimization in one platform—at 60% less cost than major competitors. Key Features: • 🎯 Real-time campaign tracking & attribution • 🔗 Deep links that guide users to exact content post-install • 💬 Cross-app messaging (push, in-app, inbox) • 🔁 Referral & invite tracking • 📊 Unified analytics dashboard for fast, confident decisions Who it’s for: Growth marketers, product teams, and mobile-first businesses looking to scale efficiently. Stop guessing which ads work. Start growing with Grovs. ✅ 60% more affordable than most alternatives 📈 Built for scale — no bloated features, just results ⚡ Fast setup, simple integration **Average Rating:** 5.0/5.0 **Total Reviews:** 2 **How Do G2 Users Rate Grovs?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.4/10) - **Integrations:** 10.0/10 (Category avg: 8.7/10) - **Marketing Channels:** 10.0/10 (Category avg: 9.1/10) - **Single-Touch Attribution:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Grovs?** - **Seller:** [appssemble](https://www.g2.com/sellers/appssemble) - **Year Founded:** 2016 - **HQ Location:** Cluj-Napoca, RO - **LinkedIn® Page:** http://www.linkedin.com/company/appssemble (10 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 200% Small-Business #### What Are Grovs's Pros and Cons? **Pros:** - Attribution Accuracy (4 reviews) - Deep-linking (4 reviews) - Analytics (3 reviews) - Attribution (3 reviews) - Ease of Use (3 reviews) **Cons:** - Poor Documentation (3 reviews) - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) - Setup Issues (1 reviews) ### What Do G2 Reviewers Say About Grovs? *AI-generated summary from verified user reviews* **Pros:** - Users praise Grovs for its **attribution accuracy** , effectively tracking campaign performance across multiple channels for optimized results. - Users value the **deep linking capabilities** of Grovs, enhancing their overall user experience and campaign effectiveness. - Users appreciate the **attribution accuracy and deep-linking capabilities** of Grovs, enhancing user guidance and marketing insights. - Users value Grovs for its **attribution accuracy** and insights, enhancing campaign effectiveness and decision-making. - Users appreciate the **ease of use** of Grovs, benefiting from straightforward tracking and integration across multiple channels. **Cons:** - Users find the **poor documentation** a barrier, hindering effective onboarding and understanding of features. - Users note a **steep learning curve** with Grovs, making it challenging for less tech-savvy individuals to adapt. - Some users note a **learning difficulty** with Grovs, particularly for individuals not well-versed in technology. #### What Are Recent G2 Reviews of Grovs? **"[Helpful Insights for Optimizing Recruitment Marketing Campaigns](https://www.g2.com/survey_responses/grovs-review-12405412)"** **Rating:** 5.0/5.0 stars *— Ebru D.* [Read full review](https://www.g2.com/survey_responses/grovs-review-12405412) --- **"[Fantastic support and seamless deep linking solution!](https://www.g2.com/survey_responses/grovs-review-11727039)"** **Rating:** 5.0/5.0 stars *— Sayeed A.* [Read full review](https://www.g2.com/survey_responses/grovs-review-11727039) --- ## What Is Attribution Software? [Account-Based Execution Software](https://www.g2.com/categories/account-based-execution) ## What Software Categories Are Similar to Attribution Software? - [Digital Analytics Software](https://www.g2.com/categories/digital-analytics) - [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics) - [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics) --- ## How Do You Choose the Right Attribution Software? ### What You Should Know About Attribution Software ### What is Attribution Software? Attribution software, or marketing attribution software, is used to determine the marketing tactics that are contributing to sales or conversions. Marketing teams use a variety of software and marketing tools to funnel prospects from product awareness all the way down to purchase. During this customer journey, prospects go through various channels or touchpoints; there is usually a point where a prospect goes from being interested to becoming a committed buyer. Attribution platforms allow marketers to determine which touchpoint or channel was most effective in convincing that prospect to become a committed buyer and finally make a purchase. There are various attribution models that marketers use to determine which touchpoints are the most effective for their business, such as first-touch, last-touch, and multi-touch attribution. To choose a model, it is important for a business to evaluate their sales cycle and determine how much of it is done online and offline. For example, most e-commerce sites rely heavily on touchpoints such as [display advertising](https://www.g2.com/categories/display-advertising) and [native advertising](https://www.g2.com/categories/native-advertising). Conversely, a local service such as an auto mechanic may prefer traditional methods like newspaper advertising. Ultimately, most organizations may utilize several attribution models to evaluate which marketing campaigns are the most effective. The best way to begin using attribution software is by mapping out a typical customer journey and identifying which channels and touchpoints are the most important for the particular business model.  Lastly, it’s important to note that attribution software should not be mistaken for [mobile attribution software](https://www.g2.com/categories/mobile-attribution). Rather than focusing on which touchpoints convert a prospect into a buyer, mobile attribution software focuses specifically on the techniques that drove each user to install a mobile application. Mobile attribution provides insight into where each mobile application install came from across every marketing channel, device, and advertising network. #### What Types of Attribution Software Exist?  Since there are so many different touchpoints and channels that a buyer sifts through during the sales funnel, there are various types of attribution software to help determine the channel that influenced a purchase the most. Listed below are some of the types of attribution software:  **Multi-touch attribution** Multi-touch attribution helps determine which touchpoint is the most responsible for a final sale. Rather than testing major sales channels, multi-touch attribution focuses on granular touchpoints such as marketing messages and native ads. For example, if a customer is searching for new phones on the internet, they may soon see ads from various phone companies. If a customer sees an ad for a phone they like and immediately proceeds to the company website, then marketers can accurately determine that particular ad is what influenced that buyer to come to the website. Multi-touch attribution is beneficial because it offers specific granular data for marketers rather than broad assumptions on what contributed to a sale.  Additionally, there are two major types of multi-touch attribution: first-touch attribution and last-touch attribution. First-touch attribution gives credit to the first marketing touchpoint as the most influential touchpoint that contributed to a sale. For example, if a customer’s first interaction with a company is by clicking on a display advertisement, then the display advertisement would be considered the most important touchpoint in a first-touch attribution model. Even if the customer went through various other touchpoints after clicking on the display advertisement, it wouldn’t matter in this model because the first touchpoint is considered the most important. Last-touch attribution is the complete opposite, where the last touchpoint is considered the most important. Let’s say a customer clicked on the display advertisement and then proceeded to a video advertisement before making the final purchase. In a last-touch attribution model, the video advertisement would be considered the most important touchpoint since this is the last touchpoint before the purchase. There are other models of multi-touch attribution that consider all touchpoints equally important or weigh each touchpoint differently. The key takeaway is that attribution software allows marketers to choose from many different models to measure touchpoints and their importance. Marketers can play around with various models and choose the ones they consider most effective in their strategy.  **Marketing mix modeling** Marketing mix modeling is a more complex type of attribution because it takes into account a variety of factors that contribute to a sale. The four major factors that marketing mix modeling focuses on include product, price, place, and promotion. Marketing mix modeling tries to find the optimal balance across these four marketing efforts to determine the weight of importance that should be given to each. This offers insight into which marketing channels are working and which ones are not. ### What are the Common Features of Attribution Software?  From [custom attribution](https://www.g2.com/categories/attribution/f/custom-attribution) modeling to conversion summary reports, attribution software provides all the necessary tools to track how buyers funneled through the customer journey and converted into a purchase.  **Attribution modeling:** Attribution modeling allows users to select from a variety of attribution models. Whether it’s single-touch or multi-touch attribution, users can select from a variety of attribution models that place varying importance on marketing touchpoints across the customer journey. **Cross-channel attribution:** It’s important that marketers are able to use attribution software to connect campaigns across channels and fully understand a customer’s journey. Cross-channel attribution means that marketers can follow prospects and understand the different steps they take across the entire customer journey.  **Offline attribution:** [Offline attribution](https://www.g2.com/categories/attribution/f/offline-attribution) allows users to track touchpoints through offline channels such as traditional ads, marketing events, or in-store promotions. **Dashboards** : Marketing dashboards consolidate all data on touchpoints and marketing channel performance. This allows users to view and manage this data to evaluate which campaigns are working better than the others. **Promotion analysis** : Promotion analysis tools allow users to measure the performance of sales and promotions. By evaluating how often users click on ads that display promotions or sales, users can evaluate the effectiveness of price cuts. **Integrations** : It’s important for attribution software to integrate with different tools and systems, like CRM software and marketing automation software, to ensure that all marketing data is being utilized across the entire marketing strategy.  ### What are the Benefits of Attribution Software?  **Spend optimization:** Attribution platforms allows businesses to optimize spend across all marketing efforts. For example, marketers can use attribution software to pull cost data from all major ad platforms, correlate those costs to specific accounts, and then track revenue from touchpoints over time.  **Personalized content:** Marketers can utilize attribution software to present more effective personalized content to potential buyers. This software provides companies with visibility on how digital assets impact sales opportunities and revenue, which enables marketers to automatically optimize user journeys with personalized, revenue-driven recommendations.  **Improved product development:** This type of software enables businesses to improve product development through attribution data analysis. Contact-level attribution offers a unique insight into the needs and wants of customers, and this data can be referenced during product updates so teams can focus on the features and functionalities that matter most.  **Revenue tracking:** Attribution software allows marketers to accurately determine if sales and promotions are effective drivers of revenue. This type of software enables marketers to track, connect, and credit marketing efforts to their downstream revenue generation.  ### Who Uses Attribution Software?  Attribution platforms are used across a wide variety of industries. From business to business software providers, as well as service industries, every business must evaluate the performance of their marketing efforts. With this in mind, attribution software is usually found within the marketing departments of these businesses. Below are some of the most common industries that take advantage of attribution software:  **E-commerce:** Any business that sells goods online can greatly benefit from using attribution software. E-commerce businesses generally funnel their consumers through many touchpoints and marketing channels, which makes it difficult to determine which ones contributed the most to a final sale. From native ads to video advertising, attribution software helps e-commerce businesses ascertain which channels are the most effective. **Retailers:** While e-commerce businesses only have to focus on online conversions, retailers must focus on both online and offline conversions. Although it might be more difficult to track, retailers that log sales in store can gather customer information such as emails to target their marketing efforts on that particular customer. This can help track if promotional emails lead to customer conversions in stores. #### Software Related to Attribution Software Related solutions that can be used together with attribution software include: [CRM software](https://www.g2.com/categories/crm): A CRM is usually one of the core products in a businesses’ software stack that helps them track and manage customer interactions in a single system of record. It houses all relevant customer data including contact information, history, and transaction summaries. It makes sense for users to integrate attribution software alongside CRM software to monitor how a certain deal closes in the sales funnel. Once that is recorded, users can also use customer information to reiterate back into the attribution process. This facilitates the use of customer information to understand products they like and send out personalized messages and offers. The two can work in tandem to complete sales on a more regular basis. [E-commerce platforms](https://www.g2.com/categories/e-commerce-platforms) **:** It can be very beneficial to integrate attribution software with e-commerce platforms to more accurately track sales conversions. Every time a purchase is made online, users can then analyze if the product sales was due to a particular ad or any other marketing touchpoint. [Marketing automation software](https://www.g2.com/categories/marketing-automation): Marketing automation software automates marketing actions or tasks, streamlines marketing workflows, and measures the outcomes of marketing campaigns. Since attribution software also focuses on measuring the outcome of marketing campaigns, it makes sense to integrate both marketing automation software and attribution software. ### Challenges with Attribution Software A lot of the issues that arise out of attribution software are due to incorrect attribution. This can be caused by biases in data or other factors. Here are some of the most common pitfalls to look out for. **Correlation-based biases:** Correlation-based biases occur when marketers believe that certain marketing efforts caused a chain of events when they did not. For example, if attribution software picks up on clicking a display advertisement as being the first touchpoint in the customer journey when it was really a customer going to the physical store, then this can be an incorrect correlation. This may make marketers weigh more importance on display advertising, leading to misguided efforts. **In-market bias:** In-market bias refers to customers who would have purchased a product whether or not they clicked on an advertisement in the first place. Once again, this can cause marketers to increase spend on display advertising because this is what they think caused the customer to make a purchase. **Integrations:** There is an abundance of marketing touchpoints, or any interaction between the company and a potential buyer, that customers experience. These touchpoints could be any activity, from viewing marketing content mentioned on social media or attending a company’s virtual event or webinar. As the number of marketing touchpoints increases, it is even more imperative that all of a company’s marketing technology stack integrates with attribution software correctly so marketers can measure the impact of all these touchpoints.  ### Which Companies Should Buy Attribution Software? Any company that invests in marketing efforts could benefit from purchasing attribution software. Attribution software assists businesses in determining the most appropriate channel to focus their marketing efforts on and the best time to reach buyers. Businesses don’t want to spend money on a particular marketing campaign or channel that isn’t driving results; attribution software helps solve that problem.  **E-commerce:** When a business sells products online, it is important to effectively market those products using various channels. Attribution marketing is imperative for e-commerce businesses to track their marketing campaign’s performance across various channels as many e-commerce brands have a multichannel digital marketing strategy.  ### How to Buy Attribution Software #### Selection of Attribution Software When a company is ready to start evaluating different attribution tools, there are a few aspects that are important to consider. **Security:** It’s important to choose an attribution software that is secure and will safely house customer data. Due to an increasing number of data privacy regulations, like the GDPR and CCPA, it is imperative that attribution software has exceptional security features.  **Integrations:** Ease and breadth of integrations is also an important factor to consider when choosing an attribution tool. There is an abundance of sources that attribution software pulls in data from, and that is contingent on having exceptional integrations with other types of software (i.e., CRM, marketing automation, [email marketing](https://www.g2.com/categories/email-marketing), digital advertising, [SEO](https://www.g2.com/categories/seo), etc.).  **Attribution sources:** Varying attribution software specialize in certain types of attribution, so companies should evaluate which type of marketing activities they want to track and measure. Some attribution tools specialize in tracking offline marketing activities, mobile-only marketing activities, [social media advertising](https://www.g2.com/categories/social-media-advertising) activities, etc. When evaluating for which attribution tool is best for the organization, buyers must consider if they need a specialized or a general tool.  ### What Does Attribution Software Cost? The cost for attribution software varies depending on multiple factors, including the amount of channels it supports, the breadth and ease of APIs and integrations, the robustness of reporting and drill-down capabilities, support hours, and the ability to set up custom attribution models.  #### Return on Investment (ROI) While some attribution tools will include offline marketing activity channels, other attribution tools may charge extra to set up offline marketing attribution. Additionally, attribution tools that support multichannel methods may cost more as they enable marketers to see the ROI across all marketing channels, which can ensure marketing budgets are being allocated effectively. To measure the ROI of the attribution tool of choice, buyers should look at the drill down of every click, conversion, and budget allocation for all marketing campaigns and determine how these campaigns are performing against how much revenue is coming into the company.  ### Implementation of Attribution Software **How is Attribution Software Implemented?** There are multiple steps marketers should take before implementing attribution software. First, it’s important for marketers to evaluate what questions they want their attribution tool to answer. For example, if the director of customer success is involved in this decision process, it might be important to see if the attribution tool can measure the impact of marketing campaigns on customer renewals.  Then, during implementation, marketers should be ready to connect their other marketing technology. Marketers should think about all the tools that make these touchpoints possible so all the tools are communicating with each other. IT teams may need to help out when connecting various systems with the attribution tool that is selected. Finally, when implementing attribution software, marketers should keep in mind that it takes time to implement the attribution model that works best for a company. It will take time to understand and test which model is performing well against company goals.  ### Attribution Software Trends **Account-based marketing attribution ** Some attribution tools specialize in account-based marketing attribution, which surfaces each touchpoint for each lead and contact under specific accounts. These tools help marketers better understand engagement with multiple contacts associated within an account or buying group, as well as gain complete visibility into touchpoints across contacts and leads within a matched account. Attribution tools with the specialization can also tie how much revenue each engagement within an account is worth and measure the progress of a customized account journey.  **Offline tracking** Offline tracking, in combination with tracking digital channels, is becoming increasingly important for marketers. Tracking leads, conversions, and engagement from offline channels (i.e., events) alongside channels like digital advertising enables marketers to measure the effectiveness of all marketing touchpoints throughout a customer journey.