# Best Attribution Software - Page 2 *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. ## How Many Attribution Software Products Does G2 Track? **Total Products under this Category:** 140 ### Category Stats (Jun 2026) - **Average Rating**: 4.53/5 The average rating of products in this category, based on all submitted ratings - **New Reviews This Quarter**: 155 - **Buyer Segments**: Small-Business 53% │ Mid-Market 41% │ Enterprise 6% Represents the distribution of reviewers across all products in this category. - **Top Trending Product**: Mevo Decision Engine (+0.125) - Among all products in this category, Mevo Decision Engine recorded the largest rating increase compared to last month *Last updated: June 01, 2026* ## How Does G2 Rank Attribution Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 47,700+ Authentic Reviews - 140+ 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:** [RevSure](https://www.g2.com/products/revsure-ai-revsure/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%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&secure%5Btoken%5D=6b82b67def046edcda90169c73f759571677e626c94e2189b44548190f0097d1&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. [Everflow](https://www.g2.com/products/everflow/reviews) Everflow is the leading all-in-one Partner Marketing Platform designed for high-growth brands, agencies and ad networks to track, manage, and optimize every performance channel. You can manage your affiliate marketing programs and scale beyond to all of your other channels. Everflow unifies tracking for influencers, content publishers, in-app referrals, and media buying into a single source of truth. With a curated Marketplace for partner discovery, automated global payments via Everflow Pay, and deep integrations with Google Ads, Meta, and CRMs like HubSpot and Salesforce, Everflow empowers 1,200+ brands—including Playtika, JG Wentworth, and Golden Hippo—to scale ROI with granular, real-time analytics. Learn more at everflow.io. **Average Rating:** 4.7/5.0 **Total Reviews:** 187 **How Do G2 Users Rate Everflow?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.4/10) - **Integrations:** 8.6/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.9/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 9.1/10 (Category avg: 8.8/10) **Who Is the Company Behind Everflow?** - **Seller:** [Everflow](https://www.g2.com/sellers/everflow) - **Year Founded:** 2016 - **HQ Location:** Mountain View, California - **LinkedIn® Page:** https://www.linkedin.com/company/everflowio/ (121 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Manager - **Top Industries:** Marketing and Advertising, Financial Services - **Company Size:** 83% Small-Business, 16% Mid-Market #### What Are Everflow's Pros and Cons? **Pros:** - Ease of Use (25 reviews) - Customer Support (24 reviews) - Helpful (12 reviews) - Reporting (12 reviews) - Analytics (11 reviews) **Cons:** - Improvement Needed (6 reviews) - Limited Functionality (6 reviews) - Poor UI (6 reviews) - Poor Design (5 reviews) - Learning Curve (4 reviews) ### 2. [CaliberMind](https://www.g2.com/products/calibermind/reviews) CaliberMind is the GTM Intelligence and Multi-Touch Attribution platform for enterprise marketers seeking to make data-driven decisions. The platform solves the critical challenge of fragmented and siloed data by unifying disconnected marketing and sales engagement signals into a single, reliable view of the buyer journey. By connecting prospect activities directly to outcomes, CaliberMind delivers a complete picture of go-to-market performance attributing it to the hard unit of measure that business cares about - the revenue dollars. Our AI-assisted reporting features leverage this unified data foundation to streamline creation of role-based dashboards and aggregation of buyer journey summaries, turning data chaos into clear, actionable insights. This empowers marketing teams to confidently prove their impact, optimize campaign performance, and shift their focus from manual reporting to making the strategic decisions that drive predictable revenue. We help Marketing Operations, Sales Operations and Revenue Operations Teams to Deploy Analytics and Custom Reporting At Scale. The era of spreadsheet scrambles, ad-hoc report pulls, and data guesswork that takes days is over. MOps teams shouldn’t be buried in tickets and manual rework — and Marketing leadership shouldn’t have to wait for their reports and then wonder if the numbers are right. CaliberMind helps you solve for both: Our dashboards deliver executive-ready insights, powered by harmonized data — no stitching, no second-guessing. Say goodbye to double-counting, under-reporting, and data wrangling. Say hello to “give me five minutes to check that.” **Average Rating:** 4.5/5.0 **Total Reviews:** 187 **How Do G2 Users Rate CaliberMind?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.4/10) - **Integrations:** 9.1/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.0/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.9/10 (Category avg: 8.8/10) **Who Is the Company Behind CaliberMind?** - **Seller:** [CaliberMind](https://www.g2.com/sellers/calibermind) - **Company Website:** https://www.CaliberMind.com - **Year Founded:** 2016 - **HQ Location:** Boulder, CO - **Twitter:** @calibermind (641 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/6439916/ (33 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Executive - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 49% Mid-Market, 44% Enterprise #### What Are CaliberMind's Pros and Cons? **Pros:** - Ease of Use (42 reviews) - Insights (40 reviews) - Attribution Accuracy (37 reviews) - Helpful (36 reviews) - Analytics (35 reviews) **Cons:** - Learning Curve (42 reviews) - Complexity (20 reviews) - Steep Learning Curve (19 reviews) - Limitations (14 reviews) - Not Intuitive (14 reviews) ### 3. [Triple Whale](https://www.g2.com/products/triple-whale/reviews) Triple Whale is the complete intelligence platform for ecommerce, helping brands stop guessing and start knowing what’s actually driving growth, what’s wasting money, and what to do next — with total confidence. By pulling all of a company’s data into one place, delivering measurement tools teams can actually trust, and applying the smartest AI in the industry, Triple Whale turns fragmented data into clear insights and actionable recommendations. That intelligence can then be put to work through AI agents and automations that generate creative assets, take action across marketing channels, and make every tool in their stack smarter and more effective. More than 50,000 ecommerce brands including Pressed Juicery, OUAI, and True Classic trust Triple Whale to grow faster and drive revenue with fewer resources by uncovering opportunities and acting on them at a scale that would be impossible manually. **Average Rating:** 4.5/5.0 **Total Reviews:** 476 **How Do G2 Users Rate Triple Whale?** - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.4/10) - **Integrations:** 8.8/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.9/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.7/10 (Category avg: 8.8/10) **Who Is the Company Behind Triple Whale?** - **Seller:** [Triple Whale](https://www.g2.com/sellers/triple-whale) - **Company Website:** https://triplewhale.com/ - **Year Founded:** 2021 - **HQ Location:** Columbus, US - **Twitter:** @triplewhale (19,101 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/triple-whale/ (260 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Founder - **Top Industries:** Marketing and Advertising, Retail - **Company Size:** 88% Small-Business, 12% Mid-Market #### What Are Triple Whale's Pros and Cons? **Pros:** - Customer Support (3 reviews) - Ease of Use (3 reviews) - Attribution Accuracy (2 reviews) - Attribution Tracking (2 reviews) - Data Clarity (2 reviews) **Cons:** - Data Inaccuracy (2 reviews) - Expensive (2 reviews) - Slow Loading (2 reviews) - Access Restrictions (1 reviews) - Attribution Issues (1 reviews) ### 4. [ROIVENUE Attribution](https://www.g2.com/products/roivenue-attribution/reviews) Roivenue is the next-generation attribution solution powering the most profitable ecommerce businesses around the globe. Bad marketing decisions cost businesses billions and revenue wrongly attributed by outdated platforms and channel-specific Ads Managers are the main reason. With Roivenue, you can ensure that your valuable budget is no longer wasted on ineffective ads. Roivenue offers its own tracking and synthetic impressions methodology, running seamlessly without relying on cookies. It measures everything—clicks and impressions across the full marketing funnel and cross-device to account for each touchpoint in the customer journey. Marketers using Roivenue know exactly which ads are truly driving results. Brands leveraging Roivenue achieve profitable growth, fast. Leave inaccurate data behind and get started with Roivenue today. **Average Rating:** 4.6/5.0 **Total Reviews:** 27 **How Do G2 Users Rate ROIVENUE Attribution?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.4/10) - **Integrations:** 9.1/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.8/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.5/10 (Category avg: 8.8/10) **Who Is the Company Behind ROIVENUE Attribution?** - **Seller:** [Roivenue](https://www.g2.com/sellers/roivenue-a98e599d-c4bd-4580-a3da-9348e0c118f3) - **Year Founded:** 2014 - **HQ Location:** Praha, Czech Republic - **Twitter:** @roivenue (177 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/17985320/ (20 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Retail - **Company Size:** 50% Mid-Market, 40% Small-Business #### What Are ROIVENUE Attribution's Pros and Cons? **Pros:** - Analytics (1 reviews) - Attribution Accuracy (1 reviews) - Channel Management (1 reviews) - Customer Support (1 reviews) - Ease of Use (1 reviews) **Cons:** - Integration Issues (2 reviews) - Ads Integration (1 reviews) - Complexity (1 reviews) - Email Management (1 reviews) - Expensive (1 reviews) ### 5. [BL.INK](https://www.g2.com/products/bl-ink/reviews) BL.INK powers shortened URLs and QR codes with unlimited data and flexibility, plus a no-code CMS that turns millions of data into dynamic mobile microsites for every single product or experience at scale. Use BL.INK for GS1 Digital Link, personalized 1:1 SMS programs, marketing attribution tracking, and anywhere you connect with customers. Branded, trusted links and QR codes improve engagement/conversion at every single touchpoint with your customers, prospects, supply chain, and partners. BL.INK helps you scale digital product passports (DPP) and customized, personalized landing pages in moments using existing or new data from multiple sources or systems. Easily share information on traceability, sustainability, supply chain, product specifications, warranty registration, post-sale support and more, all from a single QR code, turning your product into an always-on media channel. Role-based access controls, broken link alerts, GS1 Digital Link validation and workflows, ability to edit links with zero down-time, integration with your tech stack, and QR codes that last 50 years. Rules-based link routing for customized experiences. SOC2 Type 2 accredited, encrypted data, GDPR- and HIPAA-compliant. Since 2008, BL.INK has served enterprise organizations including Target, Bank of America, Nestle, Room and Board, and thousands more. **Average Rating:** 4.5/5.0 **Total Reviews:** 345 **How Do G2 Users Rate BL.INK?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.4/10) - **Integrations:** 7.1/10 (Category avg: 8.7/10) - **Marketing Channels:** 7.9/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 7.8/10 (Category avg: 8.8/10) **Who Is the Company Behind BL.INK?** - **Seller:** [Bl.Ink](https://www.g2.com/sellers/bl-ink) - **Year Founded:** 2008 - **HQ Location:** Austin, Texas - **LinkedIn® Page:** https://www.linkedin.com/company/10002994/ (11 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** CEO, Founder - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 63% Small-Business, 19% Mid-Market ### 6. [InfiniGrow](https://www.g2.com/products/infinigrow/reviews) InfiniGrow is an AI-driven revenue marketing platform that provides a unified attribution, forecasting, and planning solution to help B2B marketers become revenue leaders. InfiniGrow's platform helps B2B SaaS marketing teams uncover the business impact of any marketing activity, forecast the results of any budget scenario, and continuously hit their KPIs by optimizing their budget allocation towards the best-performing channels. In today's agile marketing landscape, B2B marketers are faced with increasing challenges as they attempt to make their marketing more predictable, measurable, and revenue-driven. InfiniGrow automatically consolidates and analyzes your live Marketing, Sales, and financial data to uncover the exact business impact of your activities, and provides clear visibility and AI-driven recommendations to better allocate your budget so you can continuously hit your KPIs. **Average Rating:** 4.7/5.0 **Total Reviews:** 54 **How Do G2 Users Rate InfiniGrow?** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.4/10) - **Integrations:** 9.1/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.4/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 9.1/10 (Category avg: 8.8/10) **Who Is the Company Behind InfiniGrow?** - **Seller:** [InfiniGrow](https://www.g2.com/sellers/infinigrow) - **Year Founded:** 2017 - **HQ Location:** Tel Aviv, Israel - **Twitter:** @InfiniGrow (150 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10047845/ (11 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 93% Mid-Market, 7% Small-Business #### What Are InfiniGrow's Pros and Cons? **Pros:** - Analytics (18 reviews) - Attribution Accuracy (14 reviews) - Helpful (12 reviews) - Reporting (12 reviews) - Ease of Use (11 reviews) **Cons:** - Learning Curve (9 reviews) - Learning Difficulty (4 reviews) - Filtering Issues (3 reviews) - Filtering Problems (3 reviews) - Not Intuitive (3 reviews) ### 7. [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) Demandbase is the leading, enterprise-grade account-based GTM platform for sales and marketing teams designed to make every moment and every dollar count. Since creating the category in 2013, we have been pioneering technologies to sharpen revenue teams’ ability to confidently deliver the right message to the right customers at the right time. Powered by industry-leading data, our transparent and tunable AI-enhanced model, and integrations that meet your tech stack where it is, Demandbase helps you to take meaningful action confidently and efficiently. We know that there’s no such thing as ‘one-size- fits-all’ account-based marketing and sales. That’s why we built our platform to be flexible, easily handling dynamic GTM motions, nuanced business rules, and diverse integrations that others struggle with. Demandbase One™ is your account-based GTM command center, powering your entire revenue stack. Our AI-driven engine unifies first and third-party data, streamlines cross-channel execution, and connects the tools in your stack with the same data, insights, and workflows to accelerate your revenue. **Average Rating:** 4.4/5.0 **Total Reviews:** 1,904 **How Do G2 Users Rate Demandbase One?** - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.4/10) - **Integrations:** 8.7/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.7/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Demandbase One?** - **Seller:** [Demandbase](https://www.g2.com/sellers/demandbase) - **Company Website:** https://www.demandbase.com - **Year Founded:** 2005 - **HQ Location:** San Francisco, CA - **Twitter:** @Demandbase (21,373 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/89759/ (992 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Executive, Business Development Representative - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Mid-Market, 32% Enterprise #### What Are Demandbase One's Pros and Cons? **Pros:** - Ease of Use (211 reviews) - Lead Generation (190 reviews) - Insights (184 reviews) - Features (166 reviews) - Intent Data (159 reviews) **Cons:** - Learning Curve (86 reviews) - Steep Learning Curve (72 reviews) - Complexity (63 reviews) - Learning Difficulty (61 reviews) - Difficult Learning (60 reviews) ### 8. [Openprise](https://www.g2.com/products/openprise/reviews) Openprise is fueling the revolution in RevOps. Openprise automates critical RevOps processes to break down silos and align sales and marketing professionals and their technologies to deliver explosive growth. Openprise is a single, no-code platform that lets you simplify your RevTech stack, respond faster to changes in your market, and scale up operations to achieve your revenue goals. RevOps teams at industry leaders like UI Path, Freshworks, Zendesk, Zscaler, and Okta depend on Openprise to drive efficient, predictable revenue. For more information, please visit www.openprisetech.com. **Average Rating:** 4.9/5.0 **Total Reviews:** 63 **How Do G2 Users Rate Openprise?** - **Has the product been a good partner in doing business?:** 9.8/10 (Category avg: 9.4/10) - **Integrations:** 9.6/10 (Category avg: 8.7/10) - **Marketing Channels:** 10.0/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 10.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Openprise?** - **Seller:** [Openprise](https://www.g2.com/sellers/openprise) - **Year Founded:** 2014 - **HQ Location:** San Mateo, CA - **Twitter:** @OpenpriseTech (3,580 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3526047/ (123 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 59% Enterprise, 34% Mid-Market #### What Are Openprise's Pros and Cons? **Pros:** - Booking Efficiency (1 reviews) - Data Management (1 reviews) - Data Quality (1 reviews) - Flexibility (1 reviews) - Lead Generation (1 reviews) **Cons:** - Poor Navigation (1 reviews) ### 9. [LiveRamp](https://www.g2.com/products/liveramp/reviews) LiveRamp enables brands, publishers, and platforms to deliver exceptional experiences and drive measurable performance everywhere it matters with the world’s most powerful data collaboration network. Built for interoperability across identifiers, platforms, partners and clouds at scale and powered by its identity resolution technology, the LiveRamp Data Collaboration Platform enables its customers to build enduring brand and business value by collaborating responsibly with data. **Average Rating:** 4.2/5.0 **Total Reviews:** 102 **How Do G2 Users Rate LiveRamp?** - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.4/10) - **Integrations:** 7.4/10 (Category avg: 8.7/10) - **Marketing Channels:** 6.9/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 6.3/10 (Category avg: 8.8/10) **Who Is the Company Behind LiveRamp?** - **Seller:** [LiveRamp](https://www.g2.com/sellers/liveramp) - **Year Founded:** 2011 - **HQ Location:** San Francisco, CA - **Twitter:** @LiveRamp (6,441 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/2241197/ (1,537 employees on LinkedIn®) - **Ownership:** NYSE: RAMP **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Financial Services - **Company Size:** 48% Enterprise, 32% Mid-Market #### What Are LiveRamp's Pros and Cons? **Pros:** - Ease of Use (14 reviews) - Platform Integration (11 reviews) - Audience Activation (8 reviews) - Data Management (7 reviews) - Channel Management (5 reviews) **Cons:** - Difficult Learning (6 reviews) - Expensive (6 reviews) - Poor Customer Support (5 reviews) - Learning Curve (4 reviews) - Long Waiting Times (4 reviews) ### 10. [Rockerbox](https://www.g2.com/products/rockerbox/reviews) Rockerbox empowers marketers from launch to scale, helping them easily see and evaluate channel effectiveness. We’ve built our platform for smart marketers to help them spend, analyze, scale, test, and market smarter. Rockerbox helps you to execute better in-channel optimizations and stop wasting money on channels that aren’t performing. We take the frustration out of constructing clean, actionable data, empowering you to accomplish your goals without the need for additional technical resources. No one methodology is perfect, that’s why Rockerbox uses multiple. We incorporate rule-based attribution, multi-touch attribution, halo analysis, geo lift, in-channel testing, incrementality, and media mix modeling to give you the most complete and accurate view of your customer journey. **Average Rating:** 4.6/5.0 **Total Reviews:** 46 **How Do G2 Users Rate Rockerbox?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.4/10) - **Integrations:** 8.6/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.4/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 9.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Rockerbox?** - **Seller:** [DoubleVerify](https://www.g2.com/sellers/doubleverify) - **Year Founded:** 2008 - **HQ Location:** New York, US - **Twitter:** @doubleverify (6,095 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/745720/ (1,334 employees on LinkedIn®) - **Ownership:** NYSE: DV **Who Uses This Product?** - **Top Industries:** Retail, Consumer Goods - **Company Size:** 55% Mid-Market, 43% Small-Business ### 11. [Agentforce Marketing (formerly Salesforce Marketing Cloud)](https://www.g2.com/products/agentforce-marketing-formerly-salesforce-marketing-cloud/reviews) Agentforce Marketing is Salesforce’s marketing solution for the Agentic Enterprise. AI agents help marketers plan, create, optimize, and orchestrate adaptive customer experiences across every channel and interaction. Built on the world’s #1 CDP, Agentforce Marketing connects data, AI, automation, and engagement into one deeply unified platform for B2B and B2C marketing. Agentforce Marketing is part of Marketing Cloud. It’s the next evolution of marketing orchestration where humans and AI agents work together to grow customer relationships and revenue. **Average Rating:** 4.0/5.0 **Total Reviews:** 4,361 **How Do G2 Users Rate Agentforce Marketing (formerly Salesforce Marketing Cloud)?** - **Has the product been a good partner in doing business?:** 8.0/10 (Category avg: 9.4/10) - **Integrations:** 8.2/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.6/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.4/10 (Category avg: 8.8/10) **Who Is the Company Behind Agentforce Marketing (formerly Salesforce Marketing Cloud)?** - **Seller:** [Salesforce](https://www.g2.com/sellers/salesforce) - **Company Website:** https://www.salesforce.com/ - **Year Founded:** 1999 - **HQ Location:** San Francisco, CA - **Twitter:** @salesforce (581,272 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3185/ (83,223 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Marketing Manager, Marketing Coordinator - **Top Industries:** Computer Software, Marketing and Advertising - **Company Size:** 47% Mid-Market, 28% Small-Business #### What Are Agentforce Marketing (formerly Salesforce Marketing Cloud)'s Pros and Cons? **Pros:** - Ease of Use (341 reviews) - Automation (197 reviews) - Integrations (183 reviews) - Email Marketing (177 reviews) - Features (165 reviews) **Cons:** - Learning Curve (218 reviews) - Steep Learning Curve (154 reviews) - Complexity (140 reviews) - Expensive (138 reviews) - Complex Usage (110 reviews) ### 12. [LeadsRx](https://www.g2.com/products/leadsrx/reviews) LeadsRx is a SaaS platform that helps brands and agencies understand the performance of marketing budgets and marketing campaigns. The system is uniquely differentiated by the LeadsRx Universal Conversion Tracking Pixel™ and built-in identity graph technologies. These result in getting onboarded in days instead of months, customer journey maps that stitch together journeys across devices and browsers, and Return on Ad Spend (ROAS) reports that cover the broadest range of marketing channels including digital, radio, TV, podcast, OTT, and more. We view our mission as arming courageous marketers with the insights, technology, and confidence they need to deepen customer relationships and spark marketing performance. This enables brands to grow their business by putting the customer at the center of everything they do. Teams that use LeadsRx reduce wasted ad spend, optimize the customer journey, and make data-based decisions that stand the test of time. **Average Rating:** 4.4/5.0 **Total Reviews:** 50 **How Do G2 Users Rate LeadsRx?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.4/10) - **Integrations:** 8.2/10 (Category avg: 8.7/10) - **Marketing Channels:** 7.9/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.5/10 (Category avg: 8.8/10) **Who Is the Company Behind LeadsRx?** - **Seller:** [Unbounce](https://www.g2.com/sellers/unbounce) - **Year Founded:** 2009 - **HQ Location:** Vancouver - **Twitter:** @unbounce (72,693 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/503432/ (136 employees on LinkedIn®) **Who Uses This Product?** - **Who Uses This:** Account Executive - **Top Industries:** Marketing and Advertising, Broadcast Media - **Company Size:** 42% Small-Business, 33% Enterprise ### 13. [Ruler Analytics](https://www.g2.com/products/ruler-analytics/reviews) A marketing measurement and attribution platform connecting siloed marketing, sales and customer data to: - Provide a full view of your customer journey - Accurately attribute revenue at channel, campaign, content and keyword levels - Create multi-touch attribution reports using 6 attribution models - Enrich your ad platform(s), CRM and BI tools with customer journey data - Measure and forecast the impact of offline touchpoints and 'dark social' activities - Overcome accuracy issues caused by blocked cookies with 1st party data - Measure the impact of ToFu marketing tactics that don't generate clicks Get a demo of Ruler and join CMOs worldwide in making better-informed, data-led marketing decisions. **Average Rating:** 4.6/5.0 **Total Reviews:** 28 **How Do G2 Users Rate Ruler Analytics?** - **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.4/10) - **Integrations:** 7.7/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.7/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 9.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Ruler Analytics?** - **Seller:** [Ruler Analytics](https://www.g2.com/sellers/ruler-analytics) - **Year Founded:** 2016 - **HQ Location:** Liverpool, England - **Twitter:** @RulerAnalytics (9,228 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/ruler-analytics/ (14 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 57% Mid-Market, 43% Small-Business #### What Are Ruler Analytics's Pros and Cons? **Pros:** - Customer Support (1 reviews) **Cons:** - Not User-Friendly (1 reviews) ### 14. [Solitics](https://www.g2.com/products/solitics/reviews) Solitics is an AI-powered customer engagement platform that helps iGaming, fintech, trading, and banking brands deliver hyper-personalised journeys in real time. The platform connects all your data sources and responds to every customer interaction in 1.8 seconds or less across email, SMS, push, in-app, and WhatsApp. With Visitor Activation, Customer Retention, Targeted Gamification, and Performance Analytics built in, Solitics gives marketers full control of the customer lifecycle. Integration is fast—go live in just 45 days—and the no-code interface lets teams create automated, personal experiences without relying on developers. Trusted by hundreds of global brands, Solitics helps you increase conversion, boost retention, and grow LTV by turning raw data into measurable, real-time engagement. **Average Rating:** 4.6/5.0 **Total Reviews:** 29 **How Do G2 Users Rate Solitics?** - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.4/10) - **Integrations:** 9.3/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.0/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.6/10 (Category avg: 8.8/10) **Who Is the Company Behind Solitics?** - **Seller:** [Solitics](https://www.g2.com/sellers/solitics) - **Company Website:** https://www.solitics.com - **Year Founded:** 2013 - **HQ Location:** Tel Aviv - **Twitter:** @solitics (1 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/solitics/ (37 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Financial Services, Gambling & Casinos - **Company Size:** 66% Mid-Market, 31% Small-Business #### What Are Solitics's Pros and Cons? **Pros:** - Customer Engagement (4 reviews) - Data Segmentation (3 reviews) - Journey Creation (3 reviews) - Personalization (3 reviews) - Personalization Services (3 reviews) **Cons:** - Learning Curve (4 reviews) - Complex Reporting (1 reviews) - High Complexity (1 reviews) - Insufficient Guidance (1 reviews) - Integration Issues (1 reviews) ### 15. [Billy Grace](https://www.g2.com/products/billy-grace/reviews) I am your full-funnel marketing optimization platform. I revolutionize your efforts in online marketing with unprecedented precision, intelligence, and efficiency. By combining first-party tracking, modeled attribution, centralized analytics, and automated optimizations, I help marketers regain control over their digital growth. To help marketers grow, (1) I show data you can trust. My first-party pixel ensures accurate, reliable data, and is built for the cookieless future. With that, I offer an unbiased marketing platform you can rely on. (2) I help you make better decisions. Using data-driven attribution models fed with more accurate data, I show the true results of your advertising performance. Analyze your results in customizable dashboards with new scaling metrics in a centralized cockpit. Make decisions with confidence instead of flying blind. (3) I enable you to do more with less. Through my AI-powered optimizations, you can achieve better results with fewer resources. Unlock the power of super-human optimization to free up time for creativity and strategy by eliminating repetitive data management tasks. **Average Rating:** 4.5/5.0 **Total Reviews:** 20 **How Do G2 Users Rate Billy Grace?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.4/10) - **Integrations:** 9.0/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.7/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.6/10 (Category avg: 8.8/10) **Who Is the Company Behind Billy Grace?** - **Seller:** [Billy Grace](https://www.g2.com/sellers/billy-grace) - **Year Founded:** 2021 - **HQ Location:** Amsterdam, Noord-Holland - **LinkedIn® Page:** https://www.linkedin.com/company/billygrace/ (55 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Retail - **Company Size:** 50% Mid-Market, 50% Small-Business #### What Are Billy Grace's Pros and Cons? **Pros:** - Attribution Accuracy (5 reviews) - Insights (4 reviews) - Analytics (3 reviews) - Attribution Tracking (3 reviews) - Automation (3 reviews) **Cons:** - Expensive (2 reviews) - Complexity (1 reviews) - Complex Usage (1 reviews) - Cost Management (1 reviews) - Lack of Information (1 reviews) ### 16. [Nielsen Marketing Cloud](https://www.g2.com/products/nielsen-marketing-cloud/reviews) Nielsen Marketing Cloud is a comprehensive platform designed to empower brands, agencies, and media companies by integrating Nielsen's extensive consumer and media data with advanced marketing applications. This unified solution enables users to effectively plan, activate, and analyze marketing campaigns across multiple channels, ensuring a deeper understanding of audiences and improved marketing outcomes. Key Features and Functionality: - Data Management Platform (DMP): Centralizes first-party, second-party, and third-party data to create a holistic view of the consumer, facilitating precise audience segmentation and targeting. - Audience Segmentation: Allows for the creation and continuous updating of audience groups based on demographics, behaviors, and psychographics, ensuring relevant and personalized marketing efforts. - Real-Time Analytics: Provides immediate insights into campaign performance and audience engagement, enabling marketers to make data-driven decisions and optimize campaigns on the fly. - Cross-Channel Marketing: Facilitates seamless marketing across various channels, including digital, mobile, and TV, ensuring consistent messaging and a unified customer experience. - Predictive Analytics: Utilizes machine learning algorithms to forecast future trends and consumer behaviors, aiding in strategic planning and resource allocation. - Media Planning and Activation: Streamlines the process of planning and executing media campaigns, optimizing reach and efficiency through data-driven insights. - Integration Capabilities: Easily connects with other marketing tools and platforms, enhancing data flow and operational efficiency. Primary Value and Solutions Provided: Nielsen Marketing Cloud addresses the complexities of modern marketing by offering a unified platform that combines data management, analytics, and activation tools. By leveraging Nielsen's proprietary data and advanced technologies, the platform enables marketers to gain a comprehensive understanding of their audiences, deliver personalized and effective campaigns, and measure their impact with precision. This holistic approach leads to improved marketing efficiency, reduced media waste, and enhanced return on investment, ultimately driving business growth and customer engagement. **Average Rating:** 3.6/5.0 **Total Reviews:** 56 **How Do G2 Users Rate Nielsen Marketing Cloud?** - **Has the product been a good partner in doing business?:** 7.3/10 (Category avg: 9.4/10) **Who Is the Company Behind Nielsen Marketing Cloud?** - **Seller:** [Nielsen](https://www.g2.com/sellers/nielsen) - **HQ Location:** New York, NY - **Twitter:** @Nielsen (182,681 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/1714/ (29,093 employees on LinkedIn®) - **Ownership:** NYSE:NLSN - **Total Revenue (USD mm):** $6,290 **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 42% Enterprise, 31% Small-Business #### What Are Nielsen Marketing Cloud's Pros and Cons? **Pros:** - Ease of Use (4 reviews) - Helpful (4 reviews) - Analytics (2 reviews) - Data Management (2 reviews) - Market Segmentation (2 reviews) **Cons:** - Expensive (2 reviews) - Learning Curve (2 reviews) - Complexity (1 reviews) - Data Export (1 reviews) - Expensive Pricing (1 reviews) ### 17. [Fospha](https://www.g2.com/products/fospha/reviews) Fospha is on a mission to build the world’s most complete full-funnel measurement platform. Filling the gap left by the status quo in marketing measurement. Our team of data scientists and marketing experts has over 10 years of experience building models trusted by some of the world’s fastest-growing retail brands. At our core is a proprietary Bayesian Media Mix Model that delivers what legacy tools can’t: daily, impression-led, full-funnel measurement with the rigor to prove incremental revenue. We unify performance across DTC and marketplaces like Amazon and TikTok Shop, giving brands the clarity to optimize for today and plan tomorrow’s growth. Brands working with Fospha are 30% higher ROAS than the market. Fospha. Turns measurement into your strongest competitive advantage. **Average Rating:** 4.5/5.0 **Total Reviews:** 51 **How Do G2 Users Rate Fospha?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.4/10) - **Integrations:** 8.0/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.8/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.0/10 (Category avg: 8.8/10) **Who Is the Company Behind Fospha?** - **Seller:** [Fospha](https://www.g2.com/sellers/fospha) - **Year Founded:** 2017 - **HQ Location:** Hammersmith, London - **Twitter:** @wearefospha (641 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/5299095/ (155 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Retail, Apparel & Fashion - **Company Size:** 49% Mid-Market, 39% Small-Business #### What Are Fospha's Pros and Cons? **Pros:** - Insights (5 reviews) - Ease of Use (3 reviews) - Analytics (2 reviews) - Attribution Accuracy (2 reviews) - Attribution Tracking (1 reviews) **Cons:** - Filtering Issues (2 reviews) - Lack of Information (2 reviews) - Limited Reporting (2 reviews) - Missing Features (2 reviews) - Segmentation Issues (2 reviews) ### 18. [iSpot.tv](https://www.g2.com/products/ispot-tv/reviews) iSpot.tv helps advertisers measure the brand and business impact of TV and streaming advertising, from concept to airing to conversion. Fast, accurate and actionable measurement and attribution solutions enable advertisers to assess creative effectiveness, enhance media plans and attribute advertising results for cross-platform campaigns, all while benchmarking against competitors and historical norms. Unlike legacy and ad hoc solutions, iSpot is purpose-built to measure the performance of every ad on television with digital-like precision and granularity in real time. With always-on performance insights unified across linear and streaming TV, advertisers can take quick and confident action to consistently drive business results. The company was founded in 2012 and is headquartered in Bellevue, Washington. **Average Rating:** 4.3/5.0 **Total Reviews:** 11 **How Do G2 Users Rate iSpot.tv?** - **Has the product been a good partner in doing business?:** 7.5/10 (Category avg: 9.4/10) **Who Is the Company Behind iSpot.tv?** - **Seller:** [iSpot.tv](https://www.g2.com/sellers/ispot-tv) - **Year Founded:** 2012 - **HQ Location:** Bellevue, WA - **Twitter:** @ispottv (3,986 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/3095577/ (353 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 55% Enterprise, 45% Mid-Market ### 19. [TUNE](https://www.g2.com/products/tune/reviews) The TUNE Partner Marketing Platform (formerly HasOffers) is a fully customizable, white label SaaS solution for building, managing, and growing partner programs and affiliate networks. TUNE is the platform of choice for marketers who require true flexibility and control of their data and partnerships. Too many businesses turn away from affiliate marketing because they believe the technology cannot accommodate their niche industry or unique needs. TUNE was designed to be fully customizable, giving marketers the power to control every aspect of their affiliate program and adapt it to any use case. Brands, agencies, and networks around the world use TUNE to grow affiliate programs in diverse verticals and industries. For more information visit: www.tune.com. **Average Rating:** 4.2/5.0 **Total Reviews:** 110 **How Do G2 Users Rate TUNE?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.4/10) - **Integrations:** 8.3/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.9/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.6/10 (Category avg: 8.8/10) **Who Is the Company Behind TUNE?** - **Seller:** [Tune](https://www.g2.com/sellers/tune) - **Year Founded:** 2009 - **HQ Location:** Seattle, WA - **Twitter:** @tune (12,982 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/635323/ (119 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising, Health, Wellness and Fitness - **Company Size:** 59% Small-Business, 33% Mid-Market #### What Are TUNE's Pros and Cons? **Pros:** - Affiliate Marketing (1 reviews) - Automation (1 reviews) - Comprehensive Data (1 reviews) - Customer Experience (1 reviews) - Customer Support (1 reviews) **Cons:** - Difficult Learning (1 reviews) - Difficult Learning Process (1 reviews) - Learning Curve (1 reviews) - Learning Difficulty (1 reviews) - Poor UI (1 reviews) ### 20. [SegmentStream](https://www.g2.com/products/segmentstream/reviews) SegmentStream is an AI-powered platform that enhances marketing budget decisions, offering a reliable alternative to traditional attribution tools. Features of SegmentStream: 1. Unified Marketing Reporting: - Centralize cross-channel marketing data analysis - Automatically track key metrics like ROAS and CPA across all sources. 2. Incremental AI-driven Attribution: - Identify the true ROAS of your marketing campaigns using unique AI-driven technology. - Overcomes the limits of traditional cookie-based analytics tools. 3. AI-Driven Optimization: - Maximise your advertising ROI through intelligent, AI-powered budget reallocation across all your digital channels and campaigns. 4. GEO Incrementality Tests - Precisely measure the true sales impact of your paid media investments with expert-level incrementality tests. - Get trustworthy insights about your digital media performance and gain confidence in your future budget allocation decisions **Average Rating:** 4.7/5.0 **Total Reviews:** 26 **How Do G2 Users Rate SegmentStream?** - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.4/10) - **Integrations:** 9.6/10 (Category avg: 8.7/10) - **Marketing Channels:** 10.0/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.7/10 (Category avg: 8.8/10) **Who Is the Company Behind SegmentStream?** - **Seller:** [SegmentStream](https://www.g2.com/sellers/segmentstream) - **Year Founded:** 2018 - **HQ Location:** London, England - **Twitter:** @SegmentStream (500 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/18603659 (11 employees on LinkedIn®) **Who Uses This Product?** - **Company Size:** 58% Mid-Market, 27% Enterprise #### What Are SegmentStream's Pros and Cons? **Pros:** - Customer Support (3 reviews) - Integrations (3 reviews) - Ease of Use (2 reviews) - Easy Implementation (2 reviews) - Helpful (2 reviews) **Cons:** - Slow Loading (2 reviews) - Connection Issues (1 reviews) - Learning Curve (1 reviews) - Slow Performance (1 reviews) - Time-Consuming (1 reviews) ### 21. [Attribution](https://www.g2.com/products/attribution/reviews) Attribution is the most complete and easy to implement multi-touch attribution solution. See your spend, visits, conversions, revenue and return on ad spend (ROAS) all in one simple view. Integrates cost and autotags most major ad platforms including Facebook, Google, Quora, Linkedin and Adroll. Conversion integrations with Segment, Stripe, Salesforce, Hubspot, Marketo and more! User level attribution AND account-based attribution. Cohort-based reporting that shows ROAS by channel by day, week, or month for actionable insights. This is the system you've been looking for. **Average Rating:** 4.5/5.0 **Total Reviews:** 51 **How Do G2 Users Rate Attribution?** - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.4/10) - **Integrations:** 8.6/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.2/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 9.3/10 (Category avg: 8.8/10) **Who Is the Company Behind Attribution?** - **Seller:** [Attribution](https://www.g2.com/sellers/attribution) - **Year Founded:** 2014 - **HQ Location:** San Francisco, CA - **Twitter:** @attributionapp (449 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/10206333/ (10 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software, Consumer Goods - **Company Size:** 59% Small-Business, 39% Mid-Market #### What Are Attribution's Pros and Cons? **Pros:** - Attribution Accuracy (3 reviews) - Customer Support (3 reviews) - Ease of Use (3 reviews) - Easy Setup (3 reviews) - Customization (2 reviews) **Cons:** - Attribution Issues (1 reviews) - Complexity (1 reviews) - Data Export (1 reviews) - Inadequate Tracking (1 reviews) - Integration Difficulty (1 reviews) ### 22. [Measured Media Mix Modeling & Incrementality](https://www.g2.com/products/measured-media-mix-modeling-incrementality/reviews) Measured's Media Mix Modeling (MMM) and Incrementality solution redefines marketing measurement by moving beyond correlation to true causality. Traditional MMM relies on historical data and statistical correlations, but Measured combines it with geo-based incrementality testing to isolate the true impact of each media channel. This triangulated approach (integrating statistical modeling, controlled experiments, and real-time platform data) ensures accurate, actionable insights that drive real business growth. Unlike legacy models, Measured’s platform uses incrementality tests as Bayesian priors to calibrate MMM, eliminating false assumptions and providing a clear view of incremental sales lift from every dollar spent. With weekly model refreshes and 300+ integrations, marketers get timely insights to optimize campaigns in real-time, not months later. Enterprise brands like Paramount, Unilever, and Intuit trust Measured to measure $billions in media spend with precision. Voted #1 Measurement/Analytics by AdExchanger and Best Attribution Tool by Digiday, our solution captures up to 30% more marketing efficiency by focusing on what truly moves the needle, incremental results, not just attribution. Experience the difference between correlation and causality. Measured delivers the only platform that combines rigorous incrementality testing with modern MMM for transparent, data-driven marketing decisions, powered by a privacy-compliant Marketing Data Warehouse. **Average Rating:** 4.9/5.0 **Total Reviews:** 11 **How Do G2 Users Rate Measured Media Mix Modeling & Incrementality?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.4/10) - **Integrations:** 9.4/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.4/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 6.1/10 (Category avg: 8.8/10) **Who Is the Company Behind Measured Media Mix Modeling & Incrementality?** - **Seller:** [Measured](https://www.g2.com/sellers/measured) - **Year Founded:** 2017 - **HQ Location:** Austin, Texas - **Twitter:** @MeasuredInc (252 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/18077171 (139 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Apparel & Fashion - **Company Size:** 55% Mid-Market, 27% Enterprise ### 23. [Lifesight](https://www.g2.com/products/lifesight/reviews) Lifesight is a unified marketing measurement operating system that helps marketers move away from inaccurate attribution that leads to misallocated budgets & wasted ad spend. Lifesight leverages modern measurement techniques like marketing mix modeling, incrementality testing & causal attribution to help marketers make better decisions that result in sustainable & profitable growth. Our core features: Data centralization & operationalization: Eliminate data silos, data quality issues and inconsistencies so you get the right insights every time. Marketing effectiveness measurement: Measure the true causal impact of online and offline marketing on all sales so you can make the right decisions. Planning, forecasting & optimization: Achieve your marketing goals with predictability & confidence with AI-powered insights. Marketing intelligence & analytics: Navigate your way to profitable growth by blending marketing & finance to deliver continuous improvements. Lifesight offers full-funnel measurement for every industry: Ecommerce, Retail, Agencies, gaming, entertainment, B2B SaaS and Travel & lifestyle. Learn more at lifesight.io **Average Rating:** 4.2/5.0 **Total Reviews:** 37 **How Do G2 Users Rate Lifesight?** - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.4/10) - **Integrations:** 8.1/10 (Category avg: 8.7/10) - **Marketing Channels:** 8.6/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.8/10 (Category avg: 8.8/10) **Who Is the Company Behind Lifesight?** - **Seller:** [Lifesight](https://www.g2.com/sellers/lifesight) - **Year Founded:** 2017 - **HQ Location:** New York City, US - **Twitter:** @lifesightdotio (209 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/lifesight (177 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 54% Small-Business, 35% Mid-Market #### What Are Lifesight's Pros and Cons? **Pros:** - Analytics (13 reviews) - Insights (13 reviews) - Attribution Accuracy (11 reviews) - Features (11 reviews) - Ease of Use (10 reviews) **Cons:** - Learning Curve (8 reviews) - Expensive (6 reviews) - Time-Consuming (5 reviews) - Complexity (4 reviews) - Time-consuming (4 reviews) ### 24. [wecantrack](https://www.g2.com/products/wecantrack/reviews) wecantrack is a comprehensive affiliate marketing solution designed to streamline the operations of affiliate publishers. With wecantrack, affiliate publishers can effortlessly consolidate sales and conversion data from over 350 affiliate networks into a singular, user-friendly platform. This centralized platform simplifies the process of monitoring and analyzing affiliate network performance. Furthermore, wecantrack offers seamless integration with various marketing tools, including Google Analytics, Google Ads, Facebook Pixel, Microsoft Ads, TikTok Ads, Snapchat Ads, Taboola, Outbrain, and more. This integration empowers users to connect their affiliate marketing data with these popular marketing platforms, enabling a holistic view of their online campaigns. wecantrack's feature set is robust and includes essential functions such as data collection and reporting, custom and email reports, advanced API reports, and webhooks support. Additionally, the platform offers integration with data analysis tools like Looker Studio and BigQuery, allowing users to delve deeper into their data for actionable insights. In summary, wecantrack provides affiliate publishers with a powerful solution for managing their affiliate network data efficiently. By consolidating data from diverse affiliate networks and integrating with prominent marketing tools, wecantrack simplifies the affiliate marketing process, enabling publishers to make informed decisions and optimize their campaigns effectively. **Average Rating:** 4.9/5.0 **Total Reviews:** 11 **How Do G2 Users Rate wecantrack?** - **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.4/10) **Who Is the Company Behind wecantrack?** - **Seller:** [wecantrack](https://www.g2.com/sellers/wecantrack) - **Year Founded:** 2019 - **HQ Location:** Flevoland, Almere - **Twitter:** @we_can_track (190 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/wecantrack/ (5 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Marketing and Advertising - **Company Size:** 73% Small-Business, 27% Mid-Market #### What Are wecantrack's Pros and Cons? **Pros:** - Customer Support (6 reviews) - Ease of Use (5 reviews) - Easy Setup (4 reviews) - Affiliate Marketing (3 reviews) - Analytics (3 reviews) **Cons:** - Expensive (3 reviews) - Dashboard Issues (2 reviews) - Limited Features (1 reviews) - Limited Integration (1 reviews) - Outdated Interface (1 reviews) ### 25. [rampmetrics](https://www.g2.com/products/rampmetrics/reviews) rampmetrics is a complete marketing analytics solution out-of-the-box. Conversion Tracking, Marketing Attribution, Funnel Analytics are seamlessly integrated with no coding or complex setup. **Average Rating:** 4.8/5.0 **Total Reviews:** 25 **How Do G2 Users Rate rampmetrics?** - **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.4/10) - **Integrations:** 9.1/10 (Category avg: 8.7/10) - **Marketing Channels:** 9.2/10 (Category avg: 9.0/10) - **Single-Touch Attribution:** 8.7/10 (Category avg: 8.8/10) **Who Is the Company Behind rampmetrics?** - **Seller:** [rampmetrics](https://www.g2.com/sellers/rampmetrics) - **HQ Location:** San Carlos, CA - **Twitter:** @demandramp (110 Twitter followers) - **LinkedIn® Page:** https://www.linkedin.com/company/rampmetrics/ (2 employees on LinkedIn®) **Who Uses This Product?** - **Top Industries:** Computer Software - **Company Size:** 76% Mid-Market, 16% Enterprise #### What Are rampmetrics's Pros and Cons? **Pros:** - Attribution Accuracy (8 reviews) - Ease of Use (8 reviews) - Analytics (7 reviews) - Attribution Tracking (5 reviews) - Ease of Learning (3 reviews) **Cons:** - Data Management (2 reviews) - Integration Issues (2 reviews) - Ads Integration (1 reviews) - Campaign Management (1 reviews) - Complexity (1 reviews) ## 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.