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 and 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. 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 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 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.

Page 4 | Best Attribution Software: User Reviews from August 2026

Sponsored

Saleswings

SalesWings is an AI-powered revenue acceleration platform that helps marketing, sales, and emerging agentic teams make every engagement timely, relevant, and impactful. It provides a holistic, first-party view of buyer interests, intent, and sales-readiness across leads and accounts, and is purpose-built to complement B2C marketing clouds with the missing “B2B layer.” Built for Salesforce-centric stacks and adjacent engagement tools, SalesWings delivers best-in-class native integrations with Salesforce Sales Cloud, Marketing Cloud (all editions), Data Cloud and Agentforce, plus Braze, Segment, and others—so insights land where teams already work. It is a certified Salesforce ISV and Braze Alloys partner. Core capabilities include rich behavioral data collection, lead/account scoring (point-based, predictive, and fit/grading), interest tagging, real-time sales alerts (email/Slack/browser), an AI sales assistant for next-best actions, and CRM-native attribution and campaign impact reporting. SalesWings Interactions adds high-performing, behaviorally targeted on-site pop-ups to capture and qualify demand without heavy ops lift. Who benefits: Demand gen and marketing operations improve audience targeting, channel ROI, and attribution; SDR/BDR teams boost speed-to-lead and conversion with prioritized lists and alerts; Sales operations orchestrate cleaner hand-offs; AEs gain account-level interest maps to expand deal size and timing. Differentiation: Versus Salesforce Einstein Lead Scoring, SalesWings adds native first-party behavioral signals, actionable interest areas (not just a number), real-time alerts, and MAP activation inside Salesforce Marketing Cloud and Braze. Against 6sense and Demandbase, SalesWings stays lightweight—no third-party intent/data credits or DSP to run—while deepening first-party signal activation inside SFMC/Braze and Salesforce. Compared with Qualified, SalesWings augments existing journeys with scoring, tags, and Interactions rather than replacing them with an autonomous AI SDR. Outfunnel focuses on sync and rules-based scoring; SalesWings provides AI assistance, CRM-native attribution, and on-site engagement. Why it matters now: For teams running Salesforce/Braze who need B2B precision without stack sprawl, SalesWings offers faster time-to-value, lower change-management, and decision-grade reporting—power with simplicity, embedded where revenue work happens.

Visit website

SegmentStream

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)
Third-Party Integrations: 9.6/10 (Category avg: 8.8/10)
Multi-Channel Marketing: 10.0/10 (Category avg: 9.1/10)
Single-Touch Attribution: 8.7/10 (Category avg: 8.9/10)

Who Is the Company Behind SegmentStream?

Seller: SegmentStream
Year Founded: 2018
HQ Location: London, England
Twitter: @SegmentStream
502 Twitter followers
LinkedIn® Page: www.linkedin.com
11 employees on LinkedIn®

Who Uses This Product?

Company Size: 58% Medium, 27% Large

What Do G2 Reviewers Say About SegmentStream?

AI-generated summary from verified user reviews

Pros

Users value the responsive support from SegmentStream, enhancing their experience and aiding in business growth.
Users appreciate the seamless integrations of SegmentStream, enhancing marketing efforts by connecting with all major platforms effortlessly.
Users value the real-time analytics of SegmentStream, enhancing decision-making for marketing strategies and budget allocation.
Users value the attribution accuracy of SegmentStream, enabling effective budget allocation for marketing campaigns.
Users appreciate the clear and concise attribution tracking of SegmentStream, enhancing budget allocation for marketing efforts.

Cons

Users experience occasional connection issues, but support resolves them quickly, ensuring minimal disruption.
Users experience a significant learning curve with SegmentStream, though support is available for assistance.
Users note that the slow loading interface can occasionally be a minor inconvenience, but it's generally not a significant problem.
Some users note the slow performance of SegmentStream's interface, which may slightly hinder their experience.
Users find the implementation process time-consuming, requiring significant effort for desired results with SegmentStream.

What Are Recent G2 Reviews of SegmentStream?

"A one of a kind attribution, optimisation and budget allocation tool."

Rating: 5.0/5.0 stars

— Verified User in Apparel & Fashion

Best Attribution Software - Page 4

How Many Attribution Software Products Does G2 Track?

Category Stats (Aug 2026)

How Does G2 Rank Attribution Software Products?

G2 Grid® for Attribution Software

Saleswings

How Do G2 Users Rate SegmentStream?

Who Is the Company Behind SegmentStream?

Who Uses This Product?

What Do G2 Reviewers Say About SegmentStream?

Pros

Cons

What Are Recent G2 Reviews of SegmentStream?

What Are G2 Users Discussing About SegmentStream?

How Do G2 Users Rate Measured?

Who Is the Company Behind Measured?

Who Uses This Product?

What Are Recent G2 Reviews of Measured?

What Are G2 Users Discussing About Measured?

How Do G2 Users Rate Lifesight?

Who Is the Company Behind Lifesight?

Who Uses This Product?

What Do G2 Reviewers Say About Lifesight?

Pros

Cons

What Are Recent G2 Reviews of Lifesight?

How Do G2 Users Rate Attribution?

Who Is the Company Behind Attribution?

Who Uses This Product?

What Do G2 Reviewers Say About Attribution?

Pros

Cons

What Are Recent G2 Reviews of Attribution?

What Are G2 Users Discussing About Attribution?

How Do G2 Users Rate wecantrack?

Who Is the Company Behind wecantrack?

Who Uses This Product?

What Do G2 Reviewers Say About wecantrack?

Pros

Cons

What Are Recent G2 Reviews of wecantrack?

How Do G2 Users Rate rampmetrics?

Who Is the Company Behind rampmetrics?

Who Uses This Product?

What Do G2 Reviewers Say About rampmetrics?

Pros

Cons

What Are Recent G2 Reviews of rampmetrics?

What Are G2 Users Discussing About rampmetrics?

How Do G2 Users Rate HockeyStack?

Who Is the Company Behind HockeyStack?

Who Uses This Product?

What Do G2 Reviewers Say About HockeyStack?

Pros

Cons

What Are Recent G2 Reviews of HockeyStack?

What Are G2 Users Discussing About HockeyStack?

How Do G2 Users Rate Tomi.ai?

Who Is the Company Behind Tomi.ai?

Who Uses This Product?

What Are Recent G2 Reviews of Tomi.ai?

What Are G2 Users Discussing About Tomi.ai?

How Do G2 Users Rate Veritone Attribute?

Who Is the Company Behind Veritone Attribute?

Who Uses This Product?

What Are Recent G2 Reviews of Veritone Attribute?

What Are G2 Users Discussing About Veritone Attribute?

How Do G2 Users Rate Wicked Reports?

Who Is the Company Behind Wicked Reports?

Who Uses This Product?

What Are Recent G2 Reviews of Wicked Reports?

What Are G2 Users Discussing About Wicked Reports?

How Do G2 Users Rate ORM Technologies?

Who Is the Company Behind ORM Technologies?

Who Uses This Product?

What Are Recent G2 Reviews of ORM Technologies?

What Are G2 Users Discussing About ORM Technologies?

How Do G2 Users Rate Cometly?

Who Is the Company Behind Cometly?

Who Uses This Product?