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Marketing Attribution Software 2024: Ultimate Guide

Marketing attribution solutions can help analyze which marketing efforts are most effective by tracking and attributing credit to a variety of touchpoints in the customer journey. Tracking and analyzing the impact of different marketing activities helps identify which channels and tactics are most effective in leading to conversions. It also helps businesses understand the customer journey better.
Machine Learning algorithms are helping businesses overcome tracking complexity and accurately attribute the value. Multi-touch Attribution (MTA) models are getting better with better integrations and AI.

What is the right solution for you depends on your business context and needs. Let us help you firm up your needs and find you the right-fit solutions. Get your personalized assessment report now!

Updated By Cuspera

Last updated: Jan 31, 2024

Popular Marketing Attribution Software

AppsFlyer

Real-Time, Accurate and Reliable MOBILE DATA AND REPORTS

4.48

Read Reviews
AppsFlyer Icon

AppsFlyer

22.39
★★★★★
★★★★★
Real-Time, Accurate and Reliable MOBILE DATA AND REPORTS

AppsFlyer is a SaaS mobile marketing analytics and attribution platform that intends to empower marketers to grow their business through comprehensive measurement and analytics services. It helps them build great products, create exceptional experiences, and preserve customer privacy.

It offers a range of modules for attribution, marketing performance analysis, cost aggregation, fraud protection, audience segmentation and much more. It provides accurate data, unmatched privacy, security and an unbiased customer-obsessed approach, enabling clients to get a holistic view of every user journey across platforms, channels, and devices.

Some of its features include customer journey mapping, attribution modeling, audience segmentation, cross-device measurement, and more. It provides reports on key metrics including ad spend, installs, customer retention, engagement, impressions, ROI and much more.

Testimonials



Dyah Wulandari

VP Performance Marketing

Tiket.com

AppsFlyer Icon
Highlights
Top Processes : Engagement management,Engaging and following up,Advertisement
Top Features : Dashboard,Personalization,Fraud detection

Vendor: Appsflyer

Founded: 2011

Company Size: 501-1000

HQ Location: 100 1st Street, 25th floor San Francisco, California 94105 USA

Financials: SERIES D

Adjust

The Mobile Measurement Company | Adjust

4.61

Read Reviews
Adjust Icon

Adjust

23.03
★★★★★
★★★★★
The Mobile Measurement Company | Adjust

Adjust is an attribution modeling and mobile marketing solution used by marketing agencies and mobile app marketers. It is a mobile attribution platform that has the ability to track marketing channels and attribute customers to the sources they come from.

Adjust provides a great feature which lets marketing agencies organize customers or audiences into segments. It supports creation of detailed audience segments; engagement with their customers better, run retargeting campaigns, and discover new app users.

The platform also offers a fraud prevention suite which helps users avoid attributing fake traffic to paid marketing channels, as well as paying for fake installs.

Testimonials

Adam Jaffe

CMO

ABA English

Adjust Icon
Highlights
Top Processes : Engagement management,Advertisement,Engaging and following up
Top Features : Dashboard,Bot,Personalization

Vendor: Adjust

Founded: 2012

Company Size: 251-500

HQ Location: Saarbrücker Str. 37a, Berlin, Berlin 10405, DE

Financials: SERIES E

Adobe Marketo Measure (formerly Bizible)

To Prove and improve your marketing impact

4.70

Read Reviews
Adobe Marketo Measure (formerly Bizible) Icon

Adobe Marketo Measure (formerly Bizible)

23.51
★★★★★
★★★★★
To Prove and improve your marketing impact

Adobe Marketo Measure enables B2B’s to track, connect and credit marketing efforts to revenue generation. It is suited for any businesses who are looking to optimize marketing channel mix for Revenue generation and ROI.

This software unifies behavioral and Ad data with sales outcomes and machine learning as to make the right marketing decisions. It features Multi-touch Attribution, Account-based measurement, Custom Attribution Modeling, Full Funnel insights, Events & conferences tracking and Ad network integration.

It provides data and insights to make smart, data-driven decisions that power revenue growth. It brings predictive account-based marketing(ABM) Analytics built from behavioral data with lead-to-account mapping and data science, to engage predictive accounts and effectively prioritize time and budgets.

Adobe Marketo Measure (formerly Bizible) Icon
Highlights
Top Processes : Channel marketing,Campaign management,Account management
Top Features : Dashboard,SEM,Personalization

Vendor: Adobe

Founded: 1982

Company Size: 10001+

HQ Location: 345 Park Avenue, San Jose, CA 95110-2704

Financials: SERIES A

LeadsRX

SaaS-based marketing attribution software that collects touchpoints across all channels, captures conversions throughout the entire funnel, provides impartial results, and is unrivaled by competitors.

4.36

Read Reviews
LeadsRX Icon

LeadsRX

21.79
★★★★★
★★★★★
SaaS-based marketing attribution software that collects touchpoints across all channels, captures conversions throughout the entire funnel, provides impartial results, and is unrivaled by competitors.

LeadsRX is a Marketing attribution software that can be used in Enterprises and eCommerce providing multi-touch attribution,

LeadsRx provides marketing attribution using data collected from all touchpoints across all channels, considering conversions throughout the entire funnel.

LeadsRx software identifies the touchpoint or content that resulted in sales closure, the marketing campaigns that provided more customers and tools that can identify the ads that resulted in top customers. It also has a Pixel tracking software that works with advertising sources and helps prevent duplicate orders from getting added.

Testimonials

Justin B

Digital Manager

Furniture Retailer

LeadsRX Icon
Highlights
Top Processes : Advertisement,Campaign management,Channel marketing
Top Features : Dashboard,Personalization,Calculator

Vendor: LeadsRx

Company Size: 11-50

HQ Location: 220 NW 8th Ave. Portland, OR 97209 US

Financials: SEED

Kochava

Mobile Attribution Platform & Mobile App Analytics

4.13

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Kochava Icon

Kochava

20.63
★★★★★
★★★★★
Mobile Attribution Platform & Mobile App Analytics

Kochava is the leading mobile data attribution platform that gives customers access to powerful measurement features and global coverage with thousands of network and publishers integrations

It helps customers establish identity, define and activate audiences, and measure and optimize all aspects of their marketing. Kochava provides enterprise brands with a consolidated Unified Audience Platform including data management and onboarding, cross-device configurable attribution, analytics, engagement, industry-leading fraud protection, and data enrichment.

Kochava enables people-based marketers to establish and enrich user identities, segment and activate audiences, and measure and optimize their campaigns across all connected devices.

Kochava Icon
Highlights
Top Processes : Advertisement,Engagement management,Engaging and following up
Top Features : Dashboard,Personalization,Alerts: popups & Notifications

Vendor: Kochava

Company Size: 51-100

HQ Location: 201 Church Street, Sandpoint, ID 83864, US

Financials: PRIVATE

Full Circle Insights

Marketing Performance Measurement

4.09

Read Reviews
Full Circle Insights Icon

Full Circle Insights

20.45
★★★★★
★★★★★
Marketing Performance Measurement

Full Circle Insights is a marketing performance measurement software that helps to close the gap between data and insights, marketing and sales, and goals and results. It helps to improve ROI and scale best practices.

Full Circle Insights helps to gain clear insights into marketing’s contribution to revenue and the sales team’s effectiveness with complete marketing and sales funnel data. It provides better decisions that help in driving more leads, MQLs, closed deals, and business growth.

Some of its features include getting sophisticated intelligence into what impacts pipeline across every stage of the marketing and sales funnel, and where to invest to make the biggest impact, accurate and complete data about every campaign, program, response, and sales follow up, easily tracks every detailed response and outcome natively on the Salesforce1 Platform and many more.

Full Circle Insights Icon
Highlights
Top Processes : Campaign management,Lead management,Campaign analytics
Top Features : Dashboard,Recording,Personalization

Vendor: Full Circle Insights

Company Size: 11-50

HQ Location: 1800 Gateway Drive, Suite 130, San Mateo, CA 94404, US

Financials: SERIES B

LiveRamp

Enterprise Data Connectivity Platform and Identity Solutions

4.11

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LiveRamp Icon

LiveRamp

20.56
★★★★★
★★★★★
Enterprise Data Connectivity Platform and Identity Solutions

LiveRamp is a data connectivity platform that enables companies and their partners to better connect, control, and activate data to transform customer experiences and generate more valuable business outcomes. It is fully interoperable and neutral infrastructure delivers end-to-end addressability for the world’s top brands, agencies, and publishers.

LiveRamp helps connect customer data to media platforms and marketing applications in order to better leverage data assets. It connects people, devices, and data across the physical and digital worlds, thereby enabling organizations to leverage the power of data and identity solutions to deliver innovative products and create exceptional experiences.

LiveRamp Icon
Highlights
Top Processes : Training & onboarding,Advertisement,Communication management
Top Features : Personalization,Recording

Vendor: LiveRamp

Company Size: 501-1000

HQ Location: 225 Bush Street 17th Floor San Francisco CA 94104 USA

Financials: IPO

Attribution

Drive growth with unified marketing data, intelligent insights and smart automation

4.53

Read Reviews
Attribution Icon

Attribution

22.66
★★★★★
★★★★★
Drive growth with unified marketing data, intelligent insights and smart automation

Attribution is an advanced multi-touch attribution company that empowers every marketer with the data to convert more buyers and maximize ROI. With a patent pending approach, Attribution delivers the most complete performance visibility with unmatched usability. Its funnel conversion and revenue tracking software offers marketers a dashboard snapshot of campaigns, advertising costs and ROI.

Attribution is designed to calculate true ROI or return on ad spend (ROAS), It collects all campaign spending data from the user’s advertising platforms. It can track any type of spending on any channel, and aims to eliminate duplicate tracking through their custom multi-touch attribution models.

Attribution also helps users understand the stories of their customers and the events they engaged with, analyzing them as real individuals with histories, and not just numbers on a spreadsheet. In order to understand customers effectively, Attribution grants users insight into customer histories, aimed at assisting users in making informed marketing decisions. Attribution also affords users the flexibility to track customers across all computer, tablet and smartphone devices.

Attribution Icon
Highlights
Top Processes : Advertisement,Channel marketing,Account management
Top Features : SEM,Dashboard,SEO

Vendor: Attribution

Company Size: 1-10

HQ Location: 145 Corte Madera Town Center #445C

Financials: PRIVATE

Calibermind

CaliberMind | B2B Customer Data Platform

4.54

Read Reviews
Calibermind Icon

Calibermind

22.68
★★★★★
★★★★★
CaliberMind | B2B Customer Data Platform

Calibermind is a Customer Data Platform built for B2B Marketers, and Finance teams for growing revenue and optimizing pipeline using data, analytics and automation. It can be used in large enterprises and businesses of all sizes.

Calibermind features include tools that unlock the campaign potential and identify which channels and campaigns drive customer performance, all through the customer journey. Multi-touch Attribution feature provides choice of models and reporting from the first touch to revenue and beyond. ABM feature enables information on accounts engaged across the funnel for customer profiling at the later stages of marketing.

Calibermind’s Marketing analytics feature enables insights on which channels provide the best ROI, the ads that can be tied to pipeline and revenue and more such metrics.

Calibermind Icon
Highlights
Top Processes : Account management,Engagement management,Engaging and following up
Top Features : Personalization,Dashboard

Vendor: Calibermind

Founded: 2016

Company Size: 11-50

HQ Location: 2000 Central Ave., Boulder, CO 80301, US

Financials: SERIES A

Measured

Incrementality Measurement for Smarter Cross-Channel Marketing Decisions

4.44

Read Reviews
Measured Icon

Measured

22.22
★★★★★
★★★★★
Incrementality Measurement for Smarter Cross-Channel Marketing Decisions

Measured is a measurement software for smarter cross-channel marketing decisions. It provides accurate, ongoing incrementality measurement of media performance and a privacy-compliant place to store, manage and utilize valuable data from across the business. It helps to increase media efficiency, manage the marketing data and grow the business.

Its helps with marketing analytics, which ingests, unifies and stores data from across the business, deploys and manages experiments systematically and reliably across the media mix in a complex process and provides smart media investment decisions that require reliable cross-channel reporting.

Its features are easily accessible data for use with measured and beyond, get clarity on the true incremental contribution of every media platform, channel and tactic, comprehensive, granular and accessible insight, optimization reports with performance highlights, analysis and specific recommendations and more.

Measured Icon
Highlights
Top Processes : Forecasting,Social media analytics,Social media management
Top Features : Dashboard

Vendor: Measured

Company Size: 51-100

HQ Location: Toronto, ON M4B 1B4, CA

Financials: SERIES A

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What is Marketing Attribution?

Marketing Attribution

Marketing Attribution is the process of evaluating how important each customer interaction touchpoint is in nudging the customer along towards the desired outcome (“conversion”). Over the last decade, digital communication platforms have complicated marketers’ tasks exponentially. Customer interactions now span a complex range of behavior across a wide variety of media and devices. Not only do customers interact with a company/brand in far many more ways than before, but they also do so in far more complex ways. This complicates marketing decisions around the medium, content, and timing of advertising, sales promotions, POS, and merchandising support, among a whole host of customer interaction situations.

Thus, the ability to make optimal media-spend decisions that “convert” customers to desired outcomes now depends heavily on the ability to track and analyze their behavior across a variety of touchpoints, in various combinations of sequence and frequency.

This complex evaluation process of marketing touchpoints is enabled by software solutions, which run any of several Attribution Models, ranging from very simple Single Source Attribution through to complex Algorithmic ones. Marketing Attribution enables today’s marketer to evaluate the effectiveness of marketing touchpoints at, both, the granular level of the individual customer’s behavior, and at the aggregate level simultaneously, and in real-time. This arms the marketer to adjust and pivot her marketing programs as necessary to deliver ROI, in terms of conversions, that is significantly higher than would have been possible otherwise.

Of the several Marketing Attribution models available (and more are sure to be developed in time), picking the one(s) to be used by a particular business has to be a well-considered decision. One size does not fit all.

For example, the B2B buying process is complex and commonly involves multiple individuals and groups weighing in on the decision. So, in general, single-touch attribution models would be ill-placed to map relevant attribution scores for B2B cases. Yet, if the objective of the attribution exercise is, say, to assess the best method to boost brand/product awareness in B2B audiences which leads to conversion, the first-touch attribution could provide quick and accurate insights.

In some B2C situations, Lead Creation is not a single, distinctly discernible stage, where, using a Lead Conversion Touch attribution model may be less than useful. Thus, selecting the right model(s) requires careful discernment, which businesses typically can use some help in.

What is Marketing Attribution Software?

Software is what makes effective Marketing Attribution possible.

Historically, marketing budget allocation depended on regression analysis of aggregate data, past practices in the company, and the individual marketer’s hunch as to which channels and methods warranted receiving what part of the pie. The last decade’s explosion of digital social media has put paid to the effectiveness of such rough heuristics. The process of customer conversion has become complex to such a degree that data-driven Marketing Attribution analysis is fast becoming the default ‘correct’ method to strategize for marketing and to allocate budgets.

Attribution Software can run models as simple or complex as required in individual business situations. They can analyze large, complex datasets of customer behavior, throw colorful light on the effectiveness of particular marketing interventions, and thereby enable quick decision-making.

Source: https://www.predictiveanalyticstoday.com/top-marketing-attribution-software/

Marketing Attribution Software leverages advanced (data science) and machine learning to objectively determine the impact of each marketing touch(point) along a customer’s journey toward conversion

T 2 M A S

Top 22 Marketing Attribution Software

Predictive Analytics Today

As the data analyzed for marketing attribution pertain to customer interaction touchpoints and customer behavior at and after those touchpoints, this data is typically captured by other process software, such as those used for POS, loyalty programs, marketing automation, sales analytics, etc. Ease of integration, therefore, is a key factor in zeroing in on a particular Marketing Attribution Software for purchase.

Types of Marketing Attribution

Classified by the type of modeling logic used, there are three broad categories of Marketing Attribution Software.

Single-touch and Multi-touch Attribution Software (ST- and MTA)

Multi-touch Attribution Software is used to identify and assign weights to marketing touchpoints across multiple channels to establish their sequence and influence on customer conversions. Multi-touch Attribution helps determine the value of each touchpoint in driving conversion.

Several attribution models, as described below, are commonly used in multi-touch attribution software. Two of the models (the first two below) attribute conversion to a single touchpoint as solely responsible, and software using these are called Single-touch Attribution Software.

First-Touch (or First Interaction) Attribution

Under this model, the first traceable interaction that leads to the customer finally converting is considered as responsible for the conversion. This is useful in cases where a series of marketing touchpoints is planned, in which the success of the first touchpoint is critical to the completion of further touchpoints and eventual conversion.

Last-Touch (or Last Interaction) Attribution

This model lays conversion success entirely at the door of the last touchpoint. This is the simplest attribution model, as it does not require tracking of touchpoints prior to the last one before conversion.

Linear Attribution

The linear model apportions credit equally to all the touchpoints that the customer goes through prior to conversion. The premise of this model is that every touchpoint has equal value in bringing about the desired outcome.

U-shaped Attribution

As the name suggests, this model considers the first touchpoint in the customer’s interaction journey and lead conversion as the most important, while also crediting the in-between touchpoints, albeit to a lower degree. Typically, the first touchpoint and lead conversion are attributed to generate 40% each of total conversion value, with the remaining 20% value brought in by the intermediate touchpoints.

W-shaped Attribution

This is similar to the U-shaped model in crediting the first touchpoint and lead conversion with higher importance, but differs in assigning equal value to opportunity creation. Thus, usually, 30% value each is assigned to the three touch points considered important, and the 10% that remains goes to the remaining touchpoints.

Time Decay Attribution

The Time Decay Model holds that touchpoints are as valuable as they are close to the conversion point. Thus, the last touchpoint is assigned the highest value, value decreases with distance of the touchpoint from the end. The first touchpoint receives the least, usually non-zero, weightage.

Full Path Attribution

This is a highly technical attribution model that is suitable for organizations that do marketing primarily to existing sales prospects. It is similar in treatment to the W-shaped model, but adds a fourth touchpoint to the list of high-value ones – the customer close. 90% of attribution value is assigned equally to these 4 touchpoints, and the leftover 10% is distributed among any remaining touchpoints.

Custom/ Algorithmic Attribution

In cases where the standard models do not accurately reflect the customer’s touchpoint path toward conversion, a custom attribution model may be built, incorporating an algorithm that reflects the real conversion process.

Attribution models aren’t perfect, of course. Multi-touch attribution models do use approximations in the assumptions they make, and so, may not exactly correspond to every customer’s actual personal experience. Certain restrictions imposed by large platforms like Google, Facebook, and Amazon, and some browsers, also make it difficult to access relevant data. Besides, offline experiences or touchpoints are off-limits for these models.

Marketing Mix Modeling (MMM)

Unlike Single- and Multi-touch attribution models, Marketing (or media) Mix Modeling does not track and analyze individual touchpoints of each customer’s conversion path. Instead, Marketing Mix Modeling uses multivariate regressions on aggregate data to calculate the impact of specific sales and marketing activities on customer behavior.

Types of Marketing Attribution

Data pertaining to environmental factors, such as seasonality, competition, macroeconomic conditions, influencing touchpoint outcomes and final conversion, which are not considered in multi-touch attribution models, find a place in Marketing Mix Modeling.

Multi-channel Attribution (MCA)

Multi-channel attribution uses individual level data, but its focus is on weighing attribution credit by channel and not per touchpoint. In some versions of MCA, data pertaining to online and offline channels are incorporated to map out the customer’s full path to conversion. Unified models (called Unified marketing Impact Analysis or Unified Marketing Measurement – UMM) that blend MTA and MMM seamlessly into a single set of rules are becoming increasingly popular.

The benefits of UMM over MTA and MMM are:

Online and Offline data:

UMM delves into data on offline aspects of campaigns alongside the online ones, thus providing insights into customer behavior across disparate online and offline channels in a normalized, integrated way that is more reflective of the real world.

Aggregate and Touchpoint-level data:

Trends and environmental factors are represented by aggregate data, which provide the context for touchpoint data, together presenting customer conversion paths in their real context.

Real-time insights:

Advanced UMM platforms can provide real-time insights and analysis, allowing marketing to pivot mid-campaign to optimize spend.

Benefits of Marketing Attribution Software

Historically, marketing teams have always attempted to determine the relative value of individual advertising, promotions, and other customer interaction touchpoints using imprecise, indirect methods. These exercises, which may be characterized as rudimentary attribution, were conducted by analyzing aggregate data and by using proxy data for customer touchpoints.

Benefits of Marketing Attribution Software

Modern Marketing Attribution exists only because Marketing Attribution Software exists. Marketing Attribution relies entirely on the capabilities of modern Software for comprehensive, in-depth results. As well as this existential benefit, Marketing Attribution Software delivers the following pluses too:

  • ROI increasingly drives the operational details of marketing campaigns
  • Reporting across methods/media can be brought into a single-view dashboard, as opposed to standing in completely detached silos earlier
  • Competitive intelligence pertaining to performance across different marketing delivery media can be more readily accessed
  • Data – and insights – can be viewed at macro and aggregate levels just as much as drilled-down to individual users’ data
  • Even disengaging behavior like uninstalling can be used to analyze the best course for advertising strategy and budgets
  • Determining the attribution weight of a touchpoint can go hand-in-hand with estimating potential revenue from successful conversions at that touchpoint
  • Insights obtained into customer behavior through the attribution exercise can be used to further fine-tune the weightages and models underlying the attribution exercise itself, enabling recursive improvement in prediction accuracy

Key Features of Marketing Attribution Software

Tracking is an important aspect of any attribution. Marketing Attribution software products track Visitors, Campaigns, Site search, Pageview , User interaction, Cross-device use, Events, Conversions, Ad spend, and so on.

Key Features of Marketing Attribution Software

The software will also have one or models of attribution, such as Channel attribution,Multi-touch attribution. Analytics and Dashboards are a key part of any attribution software.

AI in Marketing Attribution Software

Marketing Attribution is a highly dynamic and adaptive exercise at its core. AI forms the basis for much of the data-crunching and analytics that enables attribution. Starting with data collection across devices and channels, profile synthesis, analysis of touchpoints across the whole breadth and depth of the conversion funnel, through to predictive analysis of likely future customer behavior - both long-term and instantaneous and insights and channel-specific recommendation engines, all of this is AI-enabled.

According to the Digital Marketing Magazine, AI-enabled Marketing Attribution significantly enables Marketing and Sales to work more seamlessly together to enhance the customer conversion experience:

“AI platforms being implemented will give the marketers a better view of campaigns allowing them to see if they were successful or not and shed light on whether there were any breakdowns in the campaign. AI will also allow the marketers to see whether the sales team has followed up leads, eventually aligning the discrepancies between the two departments, allowing for better communication.” - (from Accurate Attribution: How can AI make a difference?)

How to Choose Right Marketing Attribution Software

As we have seen above, Marketing Attribution is a potentially complex, yet business-critical, piece of software. Choosing the right Attribution Software involves some key parameters for consideration.

Device/Channel breadth

The number and variety of channels that the Software can include to source data, ranging, say, from mobile-only to full-spectrum online plus offline channels. The range of devices/channels that your business needs must be supported competently by the tool.

Attribution Models Supported

Your business needs should drive the variety and complexity of attribution models that you should want supported by the Software you purchase. If your organization’s business reality requires the ability to test, optimize, iterate, or pivot attribution models, the Software must present a robust capability to support such changes.

Flexibility and Accuracy of Analysis

Must have the flexibility to support analysis and insights accurately at aggregate level just as well as for drilled-down touchpoint level for the kind of attribution model you want supported.

Reporting flexibility

Especially in multi-channel attribution, the software must have the flexibility to report on each channel separately, as also present a unified view of all channels simultaneously. It must use intuitive reports and dashboards to do so.

Ease of implementation

Implementing Marketing Attribution Software in an organization, due to the multitude of sources that it pulls in data from, is necessarily heavy on integration. Whether this translates into cost-intensive integration effort or relatively quick plug-and-play in your specific organizational context is a key factor in the purchase decision. Depending on the breadth of channels you want to incorporate into the attribution exercise, the attribution models you want supported, reporting accuracy and flexibility, and pricing, you will want to consider current and future integration requirements while drawing up your consideration list of Marketing Attribution Software.

ROI from the Use of Marketing Attribution Software

Although likely exaggerated even in its time, this century-old quote sums up the conundrum that Marketing Attribution solves, viz., getting better and better at getting a louder and louder bang from the proverbial marketing buck.

Half the money I spend on advertising is wasted, and the trouble is I don’t know which half.

D O

David Ogilvy

Ad Guru

Marketing Attribution is about measuring, and thereby improving, the Return on Marketing Investment. When selected intelligently, Marketing Attribution Software can deliver directly to the bottom-line by enabling you to enhance the quality of your marketing campaigns more and more.

Attribution insights at the node level can be used to make micro-level adjustments in campaigns.

Macro-level insights too are available, and can be used to pivot and entire campaign segments.

Aggregate-level insights enable Marketing Mix Modeling and refinement in a unified manner across digital and non-digital platforms, over relatively longer periods. Entire multichannel campaigns and even multiple campaigns can become much sharper focused on a continual basis, if Marketing Attribution insights are acted upon.

What are the Challenges in Using Marketing Attribution Software?

When done right, implementing Marketing Attribution pays handsomely. The challenge is in getting it right. Choosing the right combination of attribution models to be applied to the right touchpoints is an involved, continuous process.

Paralysis

Getting Marketing Attribution right is usually an incremental process. The team has to be at it, examining results, tweaking and pivoting models, and never putting off follow-up action based on the insights generated. This level of commitment calls for focus, dedicated resourcing, and likelier than not, executive championship of the program.

Very commonly, the paralysis in progress is due to fatigue from trying to achieve perfection early on. As with any other worthwhile endeavor, the key is to simply begin. Then, going forward from there involves staying committed to implementing actions indicated by the previous run of the model, evaluating the results of such action, making modifications in the model, then running it again. Iterating this process is what delivers more and more efficiently effective conversion results from your marketing campaigns.

Judgment Errors

Having overcome extreme reluctance to begin, we could be sailing along and yet subjecting ourselves to incorrect, irrelevant analyses due to any of several possible judgement errors. Some of them are laid out below.

False correlation

A conversion event may get associated with a touchpoint with significant frequency, and yet, the correlation may be coincidental. The touchpoint may not actually have a causal effect on conversion, but is still considered a cause.

Misjudged pre-decision

A pre-decided customer (or one who has already made her decision based on an untracked touchpoint) converts, and the system attributes it to the latest campaign.

Disregarded content effect

Content varies significantly across platforms, yet, the weightage assigned gets determined entirely by differences in behavior on those platforms, ignoring the effect of the content itself.

Incorrect ROI attribution

ROI attribution suffers from a lack of nuance and does not reflect the true effect of the touchpoint.

Failure to conduct Unified assessment

Missing contributions to the conversion effect from offline touchpoints simply because the corresponding data is not being captured and is unavailable.

Disregarded context of conversion

The conversion event may exist in – and be influenced by – relevant factors in its context, but which have not been taken into account in the adopted model. The effect of the brand, regulatory environment, etc. could be some such contextual factors.

Which of these 66 Marketing Attribution software fit your needs?

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66 Marketing Attribution Software

AppsFlyer

Real-Time, Accurate and Reliable MOBILE DATA AND REPORTS

4.48

Read Reviews
AppsFlyer Icon

AppsFlyer

4.48
★★★★★
★★★★★
Real-Time, Accurate and Reliable MOBILE DATA AND REPORTS

AppsFlyer is a SaaS mobile marketing analytics and attribution platform that intends to empower marketers to grow their business through comprehensive measurement and analytics services. It helps them build great products, create exceptional experiences, and preserve customer privacy.

Highlights
Top Business Usecases : Engagement management,Engaging and following up,Advertisement
Top Features : Dashboard,Personalization,Fraud detection
AppsFlyer Icon

Vendor: Appsflyer

Founded: 2011

Company Size: 501-1000

HQ Location: 100 1st Street, 25th floor San Francisco, California 94105 USA

Financials: SERIES D

Adjust

The Mobile Measurement Company | Adjust

4.61

Read Reviews
Adjust Icon

Adjust

4.61
★★★★★
★★★★★
The Mobile Measurement Company | Adjust

Adjust is an attribution modeling and mobile marketing solution used by marketing agencies and mobile app marketers. It is a mobile attribution platform that has the ability to track marketing channels and attribute customers to the sources they come from.

Highlights
Top Business Usecases : Engagement management,Advertisement,Engaging and following up
Top Features : Dashboard,Bot,Personalization
Adjust Icon

Vendor: Adjust

Founded: 2012

Company Size: 251-500

HQ Location: Saarbrücker Str. 37a, Berlin, Berlin 10405, DE

Financials: SERIES E

Adobe Marketo Measure (formerly Bizible)

To Prove and improve your marketing impact

4.70

Read Reviews
Adobe Marketo Measure (formerly Bizible) Icon

Adobe Marketo Measure (formerly Bizible)

4.70
★★★★★
★★★★★
To Prove and improve your marketing impact

Adobe Marketo Measure enables B2B’s to track, connect and credit marketing efforts to revenue generation. It is suited for any businesses who are looking to optimize marketing channel mix for Revenue generation and ROI.

Highlights
Top Business Usecases : Channel marketing,Campaign management,Account management
Top Features : Dashboard,SEM,Personalization
Adobe Marketo Measure (formerly Bizible) Icon

Vendor: Adobe

Founded: 1982

Company Size: 10001+

HQ Location: 345 Park Avenue, San Jose, CA 95110-2704

Financials: SERIES A

LeadsRX

SaaS-based marketing attribution software that collects touchpoints across all channels, captures conversions throughout the entire funnel, provides impartial results, and is unrivaled by competitors.

4.36

Read Reviews
LeadsRX Icon

LeadsRX

4.36
★★★★★
★★★★★
SaaS-based marketing attribution software that collects touchpoints across all channels, captures conversions throughout the entire funnel, provides impartial results, and is unrivaled by competitors.

LeadsRX is a Marketing attribution software that can be used in Enterprises and eCommerce providing multi-touch attribution,

Highlights
Top Business Usecases : Advertisement,Campaign management,Channel marketing
Top Features : Dashboard,Personalization,Calculator
LeadsRX Icon

Vendor: LeadsRx

Company Size: 11-50

HQ Location: 220 NW 8th Ave. Portland, OR 97209 US

Financials: SEED

Kochava

Mobile Attribution Platform & Mobile App Analytics

4.13

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Kochava

4.13
★★★★★
★★★★★
Mobile Attribution Platform & Mobile App Analytics

Kochava is the leading mobile data attribution platform that gives customers access to powerful measurement features and global coverage with thousands of network and publishers integrations

Highlights
Top Business Usecases : Advertisement,Engagement management,Engaging and following up
Top Features : Dashboard,Personalization,Alerts: popups & Notifications
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Vendor: Kochava

Company Size: 51-100

HQ Location: 201 Church Street, Sandpoint, ID 83864, US

Financials: PRIVATE

Full Circle Insights

Marketing Performance Measurement

4.09

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Full Circle Insights

4.09
★★★★★
★★★★★
Marketing Performance Measurement

Full Circle Insights is a marketing performance measurement software that helps to close the gap between data and insights, marketing and sales, and goals and results. It helps to improve ROI and scale best practices.

Highlights
Top Business Usecases : Campaign management,Lead management,Campaign analytics
Top Features : Dashboard,Recording,Personalization
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Vendor: Full Circle Insights

Company Size: 11-50

HQ Location: 1800 Gateway Drive, Suite 130, San Mateo, CA 94404, US

Financials: SERIES B

LiveRamp

Enterprise Data Connectivity Platform and Identity Solutions

4.11

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LiveRamp

4.11
★★★★★
★★★★★
Enterprise Data Connectivity Platform and Identity Solutions

LiveRamp is a data connectivity platform that enables companies and their partners to better connect, control, and activate data to transform customer experiences and generate more valuable business outcomes. It is fully interoperable and neutral infrastructure delivers end-to-end addressability for the world’s top brands, agencies, and publishers.

Highlights
Top Business Usecases : Training & onboarding,Advertisement,Communication management
Top Features : Personalization,Recording
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Vendor: LiveRamp

Company Size: 501-1000

HQ Location: 225 Bush Street 17th Floor San Francisco CA 94104 USA

Financials: IPO

Attribution

Drive growth with unified marketing data, intelligent insights and smart automation

4.53

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Attribution

4.53
★★★★★
★★★★★
Drive growth with unified marketing data, intelligent insights and smart automation

Attribution is an advanced multi-touch attribution company that empowers every marketer with the data to convert more buyers and maximize ROI. With a patent pending approach, Attribution delivers the most complete performance visibility with unmatched usability. Its funnel conversion and revenue tracking software offers marketers a dashboard snapshot of campaigns, advertising costs and ROI.

Highlights
Top Business Usecases : Advertisement,Channel marketing,Account management
Top Features : SEM,Dashboard,SEO
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Vendor: Attribution

Company Size: 1-10

HQ Location: 145 Corte Madera Town Center #445C

Financials: PRIVATE

Calibermind

CaliberMind | B2B Customer Data Platform

4.54

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Calibermind

4.54
★★★★★
★★★★★
CaliberMind | B2B Customer Data Platform

Calibermind is a Customer Data Platform built for B2B Marketers, and Finance teams for growing revenue and optimizing pipeline using data, analytics and automation. It can be used in large enterprises and businesses of all sizes.

Highlights
Top Business Usecases : Account management,Engagement management,Engaging and following up
Top Features : Personalization,Dashboard
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Vendor: Calibermind

Founded: 2016

Company Size: 11-50

HQ Location: 2000 Central Ave., Boulder, CO 80301, US

Financials: SERIES A

C3 Metrics Attribution Data Cloud

C3 Metrics® | Attribution Data Cloud

3.99

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C3 Metrics Attribution Data Cloud

3.99
★★★★★
★★★★★
C3 Metrics® | Attribution Data Cloud
Highlights
Top Business Usecases : Advertisement,Training & onboarding,Campaign management
Top Features : Personalization
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Vendor: C3 Metrics

Company Size: 11-50

HQ Location: Two International Drive, Suite 130, Portsmouth, NH 03801, US

Financials: SEED

Measured

Incrementality Measurement for Smarter Cross-Channel Marketing Decisions

4.44

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Measured

4.44
★★★★★
★★★★★
Incrementality Measurement for Smarter Cross-Channel Marketing Decisions

Measured is a measurement software for smarter cross-channel marketing decisions. It provides accurate, ongoing incrementality measurement of media performance and a privacy-compliant place to store, manage and utilize valuable data from across the business. It helps to increase media efficiency, manage the marketing data and grow the business.

Highlights
Top Business Usecases : Forecasting,Social media analytics,Social media management
Top Features : Dashboard
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Vendor: Measured

Company Size: 51-100

HQ Location: Toronto, ON M4B 1B4, CA

Financials: SERIES A

SearchUnify

AI-Driven Enterprise Search and Analytics

4.37

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SearchUnify

4.37
★★★★★
★★★★★
AI-Driven Enterprise Search and Analytics
Highlights
Top Business Usecases : Engagement management,Engaging and following up,Measuring customer satisfaction
Top Features : Dashboard,Personalization
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Vendor: Grazitti Interactive

Founded: 2008

Company Size: 501-1000

HQ Location: Mountain View, CA

Financials: PRIVATE

Openprise RevOps Performance Platform

Customer Data Platform to improve the performance of every go-to-market initiative.

4.73

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Openprise RevOps Performance Platform

4.73
★★★★★
★★★★★
Customer Data Platform to improve the performance of every go-to-market initiative.

Openprise RevOps Performance Platform helps to automate critical data management processes so you can execute more effective campaigns and accelerate growth. It is suited for any business looking to scale up, simplify and auto-manage all key processes in marketing and sales.

Highlights
Top Business Usecases : Account management,Customer feedback management,Engagement management
Top Features : Feedback surveys,Recording,Personalization
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Vendor: Openprise

Company Size: 11-50

Financials: SERIES A

Everflow

Partner Marketing Platform that Amplify Performance Marketing

4.69

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Everflow

4.69
★★★★★
★★★★★
Partner Marketing Platform that Amplify Performance Marketing

Everflow is a Partner Marketing Platform that tracks, manages, and analyzes the performance of multiple marketing campaigns, from one single dashboard. It is designed to aid marketers with understanding and improving their marketing techniques, for influencers, affiliates, referrals, media buying, and in-app publishers. It helps to drive results from partners, event tracking, conversion timing, and investigate any click.

Highlights
Top Business Usecases : Advertisement,Partner marketing,Sending & publishing communications
Top Features : Dashboard,Rewards,Gamification
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Vendor: Everflow

Company Size: 11-50

HQ Location: 530 Showers Ct, Mountain View, California 94040, US

Financials: PRIVATE

CallRail

Tracking and analytics for phone calls and web forms

4.62

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CallRail

4.62
★★★★★
★★★★★
Tracking and analytics for phone calls and web forms

CallRail is a cloud-based call tracking and marketing analytics solution designed for data-driven marketers. It is leveraged by the advertisers to track and optimize their advertising campaigns, increase sales effectiveness and also to improve customer retention.

Highlights
Top Business Usecases : Sales call management,Communication management,Tracking & monitoring communications
Top Features : Recording,SEM,Dashboard
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Vendor: Callrail

Founded: 2011

Company Size: 101-250

HQ Location: 100 Peachtree Street NW Suite 2700 Atlanta, GA 30303

Financials: SERIES A

Leandata

LeanData | Get the right revenue data to the right people, every time.

4.56

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Leandata

4.56
★★★★★
★★★★★
LeanData | Get the right revenue data to the right people, every time.

Leandata provides set of matching and routing products that help in inbound lead qualification and automated distribution of leads, contacts, accounts and opportunities.

Highlights
Top Business Usecases : Lead routing,Account management,Workflow management
Top Features : Recording,Personalization,Alerts: popups & Notifications
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Vendor: Leandata

Founded: 2012

Company Size: 101-250

HQ Location: 1175 Sonora Ct. Sunnyvale, CA, 94086

Financials: SERIES C

Ruler - Call Tracking

Ruler Analytics: Call Tracking & Marketing Attribution

4.44

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Ruler - Call Tracking

4.44
★★★★★
★★★★★
Ruler Analytics: Call Tracking & Marketing Attribution

Ruler is a Call Tracking Software. Ruler measures call activity to identify which of your marketing channels are making people pick up the phone and call the business. It is useful for highlighting improvements and can drastically improve ROI and more accurately report the success of marketing activity.

Highlights
Top Business Usecases : Tracking & monitoring communications,Communication management,Sales call management
Top Features : SEM,Recording
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Vendor: Ruler Analytics

Founded: 2014

Company Size: 11-50

HQ Location: 11th Floor Royal Liver Building Pier Head Liverpool Merseyside L3 1HU United Kingdom

Financials: PRIVATE

Instabot

A Conversion Chatbot for Your Website

4.39

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Instabot

4.39
★★★★★
★★★★★
A Conversion Chatbot for Your Website

Instabot a Marketing Attribution platform is a conversion chatbot that understands the users, and then curates information, answers questions, captures contacts, and books meetings instantly. It helps to increase sales and revenue and improve ROI.

Highlights
Top Business Usecases : Engagement management,Generation of new leads,Engaging and following up
Top Features : Bot,Personalization,Alerts: popups & Notifications
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Vendor: Instabot

Company Size: 11-50

HQ Location: 27 West 24th Street, New York, NY 10010

Financials: PRIVATE

Terminus ABM platform

Terminus: All-in-One Account-Based Marketing Software

4.34

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Terminus ABM platform

4.34
★★★★★
★★★★★
Terminus: All-in-One Account-Based Marketing Software

Terminus ABM platform is for B2B professionals to use ABM programs to increase revenue, improve reporting & outdo their competition.

Highlights
Top Business Usecases : Targeting specific accounts,Engagement management,Engaging and following up
Top Features : Personalization,Landing page,Dashboard
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Vendor: Terminus

Founded: 2014

Company Size: 101-250

HQ Location: 3340 Peachtree Rd. NE Suite 300 Atlanta, GA 30326

Financials: SERIES C

LumenAd

LumenAd Advertising Management Platform for Cross ...

4.32

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LumenAd

4.32
★★★★★
★★★★★
LumenAd Advertising Management Platform for Cross ...
Highlights
Top Business Usecases : Advertisement,Engagement management,Engaging and following up
Top Features : Dashboard,SEM,Calculator
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Vendor: LumenAd

Company Size: 51-200

HQ Location: Missoula, MT

Financials: M&A

CallSource

Performance Management for Sales and Marketing

4.30

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CallSource

4.30
★★★★★
★★★★★
Performance Management for Sales and Marketing

CallSource is a leader for call tracking, lead management and business analytic solutions. It helps to collect business intelligence about customers, review, interpret and act on the information that will improve the profitability, and Increase ROI with better marketing attribution.

Highlights
Top Business Usecases : Communication management,Tracking & monitoring communications,Sales call management
Top Features : Recording,Dashboard,Alerts: popups & Notifications
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Vendor: CallSource

Company Size: 101-250

HQ Location: 5601 Lindero Canyon Road, Suite 200, Westlake Village, California 91362, US

Financials: PRIVATE

Xtremepush

mobile marketing automation - Xtremepush

4.21

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Xtremepush

4.21
★★★★★
★★★★★
mobile marketing automation - Xtremepush
Highlights
Top Business Usecases : Engagement management,Engaging and following up,Channel marketing
Top Features : Personalization,Alerts: popups & Notifications
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Vendor: Xtremepush

Company Size: 11-50

HQ Location: Dublin

Financials: PRIVATE

Upland Localytics

Mobile app marketing and analytics software that boost engagement

4.20

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Upland Localytics

4.20
★★★★★
★★★★★
Mobile app marketing and analytics software that boost engagement

Upland Localytics is a Mobile App Marketing Software that creates personalized mobile experiences that drive engagement, loyalty, and conversion. It helps to enhance customer relationships, improve brand engagement and improve ROI.

Highlights
Top Business Usecases : Engagement management,Engaging and following up,Campaign management
Top Features : Personalization,Alerts: popups & Notifications,Dashboard
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Vendor: Upland Software

Founded: 2010

Company Size: 251-500

HQ Location: Frost Bank Tower 401 Congress Avenue, Suite 1850 Austin, TX 78701-3788

Financials: PRIVATE

Onclusive

Monitor your coverage and owned content. Keep track of metrics and competitive comparison data on our customizable dashboard

4.18

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Onclusive

4.18
★★★★★
★★★★★
Monitor your coverage and owned content. Keep track of metrics and competitive comparison data on our customizable dashboard

Onclusive is a data science company for communications. It enables PR analytics and media monitoring to provide insights on the strategies that drive brand engagement resulting in high-performance campaigns.

Highlights
Top Business Usecases : Public relations,Social media management,Social media analytics
Top Features : Dashboard,Alerts: popups & Notifications,Templates
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Vendor: Onclusive

Founded: 2011

Company Size: 11-50

HQ Location: 1870 Ogden Drive Burlingame, CA 94010

Financials: SERIES C