NewsPress Releases pbww chooses

Photobook Worldwide chooses to automate data pipelines and attribution modeling

Singapore, 06 December 2020 – Photobook Worldwide, an e-commerce business that provides a unique experience in preserving meaningful memories through fully customizable premium printed photo albums choses to automate their data pipelines. Established in 2005 in Malaysia, Photobook Worldwide currently hold offices in Australia, Canada, Malaysia, Thailand, Indonesia, and the Philippines serving over 100…

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BlogsNews Marketing Reporting The past present and future of reporting

Marketing Reporting: The past, present and future (templates included)

The Comprehensive Reference To Marketing Reporting For Digital Marketers, Including Tools, Templates, Dashboards, and Software Marketing is the art of spreading information to attract new customers. War is ninety percent information. Napoleon Bonaparte, French Military and Political Leader Measuring information is impacting sales is where marketing reporting comes into play. In this article, we’re going…

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Data StudioData VisualisationNewsTemplates B2B Attribution Dashboard

Data Studio CRM Attribution Dashboard Template

Ever wondered which and how many touch-points the leads in your CRM systems had with your brand before filling out a form?   CRM Attribution   Our B2B Attribution dashboard helps B2B marketers to understand the entire customer journey across Analytics and CRM data. Simply start and connect the data of both systems. To understand…

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News March 2020 Release CRM App Attribution Media 1 – March 2020 Release: Hubspot, Zoho, AdRoll, connectors

In this release we cover three topics: Integration with additional CRM systems App attribution Media connectors Integration with additional CRM systems Connecting CRM with analytics data is still an abstract topic for many marketers. However, with increasing digital spendings it’s natural that attribution is getting more attention in the C-Suite. We have listened and developed…

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Attribution ModellingNews marketing attribution a general overview

What is Marketing Attribution? Definition and Types of Models

Table of contents What is marketing attribution? Why attribution in marketing? Benefits of marketing attribution List of attribution models Single touchpoint models Multi touchpoint rule based models Algorithmic or data driven models Econometric models or media-mix modelling What is a touchpoint in marketing attribution? Goal and conversions Pitfalls and common mistakes Wrapping it up What…

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NewsPress Releases november 2019 release windsorai – November 2019 Release: Google Analytics 360 View Through Conversions

Capturing view-through conversions is not easy. Advertisers and marketers using Google Analytics 360, also known as Google Analytics Premium, have impression tracking available (if enabled). Our November 2019 release helps the larger advertisers and publishers we work with to merge the impression-and click-stream data (across paid and organic activities) from Google Analytics 360 and apply…

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Attribution ModellingNews Post view conversion 2

Post-View and Post-Click in Attribution: An Overview

In marketing measurement, there are two common ways to giving credit to each touchpoint in a conversion sequence: post-view, also known as a view-through conversion, and post-click conversion. As briefly mentioned in our general overview post on the topic of marketing attribution modeling, the decisions on whether to measure based on a post-click or post-view…

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News customer journeys in 3D

Analysing online customer journeys in 3D with 3D force graphs

Analysing online customer journeys in 3D Why does customer journey analysis matter for marketing attribution? At we focus on attribution modelling. You might wonder what that is. Specific to marketing this means our algorithms analyse customer journeys and measure the impact of the different marketings touchpoints along the customer journeys. Marketing attribution is a…

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News datastudio attribution dashboard

Integrate all your marketing data from Google, Facebook, Bing, LinkedIn, Twitter, … in Google Data Studio

Google Data Studio is taking the analytics and performance marketing industry by storm. Many of our clients use a combination of different tools in their marketing stack. Data Studio is increasingly the preferred go-to platform when it comes to data visualization and BI tools. We recently published a connector for Google Data Studio which connects…

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Attribution ModellingNews Attribution modelling

What is attribution modelling?

Here in this video we take a look at what is attribution modelling.   The video is quite basic but covers the basic aspects and also why attribution modelling is important.   Here we go more into the different models And here is wikipedia’s definition of attribution modelling: Though the definition there as…

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Club Med chooses for machine-learning attribution modelling and optimisations after seeing ROI uplift of 34% during a pilot

Singapore, 24 October 2019 – Club Med, a company specialising in all-inclusive holidays, has selected attribution modelling and data integration company to provide regional insights and optimisations after a successful pilot. The optimisations will cover 7 markets, including Singapore, Malaysia, India, Indonesia, Thailand, Taiwan and Japan. The decision to onboard additional countries onto the…

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News Billiger de logo.svg api and advanced customer journey analysis

  Price-comparison sites like, and can be very profitable marketing channels. This is true especially in e-commerce, but also some other competitive industries. The api is not necessarily required even though it helps with optimisations and automating the data-flows. The attribution modelling and measuring the marketing ROAS based on multi-touch attribution…

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News api query documentation

API Documentation API Query Documentation Overview Many of our users have been asking about visualising data in Data Studio, PowerBI or Tableau. Some also asked to be able to pull data into R or Python. We are therefore publishing an API to support connectivity into any tool. Later we will also support not only pulling data via…

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How to benefit from marketing attribution

Marketing attribution is surfacing in marketing discussions more and more. Marketing attribution arrives with the promise of solving an old problem. How to know which half of the marketing budget is wasted. It was famously John Wanamaker who coined the phrase first. However, marketing attribution is complicated. Attribution is not complicated because of the algorithms…

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How to optimize your PPC marketing

That is something quite many of us would like to do. CPC’s get more expensive constantly so therefore getting the most out of the budget is important. For those interested in more background on PPC marketing: Google is getting quite smart about understanding what kind of clicks are valuable to the user (=the searcher…

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News salesforce crm to google analytics online offline customer journey

Connecting Salesforce CRM to Google Analytics

Salesforce, without mincing words, is one of the best (if not the best) customer relationship management platforms used by CRM experts the world over. Its importance in the overall improvement in customer service, creating efficiency, managing database, fostering better communication with clients and other well-documented benefits cannot be overlooked. On the other hand, Google Analytics…

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BlogsNews awin logo

Data driven attribution for affiliate ROI, connexity, awin, shopbots

  How do you measure ROI or ROAS for affiliate programs like connexity, shopbots and AWIN? Many of our clients use the data driven attribution in to measure the performance of affiliate and price-comparison marketing channels. The multitouch attribution modelling gives you the conversions or revenue the affiliate programs helped bring. This is not…

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News Windsor.AI is in the list of top 15 the most important Marketing Attribution Vendors

Windsor.AI: A Top Marketing Attribution Vendors

Research and Markets has named Windsor.AI as one of the TOP 15 major vendors offering multi-touch marketing attribution software and services worldwide. This list is based on an in-depth competitive analysis of key players in the marketing attribution software market which looks into their company profiles, recent developments, and key marketing strategies. With the growing number of marketing…

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NewsPress Releases Automatic-Google-Ads-Bids-Opitmisation

Automatically Optimise Ads Bids, with our Google Ads Bids Optimiser has been successfully providing data-driven insights on good-performing vs. bad-performing campaigns for enterprises globally. Our attribution modelling software utilizes advanced Machine Learning (ML) and AI (Artificial Intelligence) algorithms to scour heaps of marketing big data to uncover real marketing intelligence. With our growing user-base and need for automating the bid optimisation processes, we have…

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BlogsNews Siroop

How we made 40 000 000 CHF more in profit than Siroop

The performance marketing and attribution modelling startup I founded likely made 40 million CHF more in profit than Siroop in its first year. As you maybe heard Siroop is now being folded into microspot:   This isn’t because we did anything particularly remarkable.   Typically our clients improve their marketing ROI 15% or more. We focused on…

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News The True Cost of a Click

The True Cost of a Click

What is the price of a click? Facebook says a click in Southeast Asia is $0.11, this however is not the true cost of a click as implied by the title. In “Clicks, Clicking Away to Obscurity” we concluded that there is a lack of direct correlation between clicks and the desired business action (conversion).…

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News Money-throwing-act.

On Wasting $520 000 on Advertising and the Importance of Attribution Modelling

Or alternatively: Why attribution modelling is important and how you can avoid wasting your  advertising budget   This true story is all too common: A medium sized e-commerce company was looking to increase their sales. They were already spending six figure amounts on Google AdWords, display and search campaigns. These Google Adwords campaigns were generating almost…

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News markov_attribution_model

Traditional Media In A Duopolistic Information Age: Tamedia and Admeira’s Struggle for Relevance

A Markov graph illustrating probabilities of individuals interacting with certain channels proceeding to another channel or to a conversion, as output from Windsor.Ai Attribution Insights for a Switzerland-based company. Facebook and Google are significant in leading to a conversion, with Admeira and Tamedia relevant but not nearly as influential.   Here at, we are…

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News BettyBossyAttribution

Betty Bossi chooses for marketing attribution modelling and budget optimisation

Betty Bossi chooses for attribution modeling and customer journey insight and campaign optimisation. “We are thrilled to support Betty Bossi with attribution modelling and optimising user journeys and campaigns across the multiple touch points. We are excited that Betty Bossi is looking to use advanced methods like machine learning and algorithms like Markov Models for the…

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News mv2

Tableau vs Qlik vs Looker: which tools are right for your Business Intelligence dashboard needs?

So you’ve managed to integrate data across your various analytics streams as well as from your offline customer relationship management (CRM) system. You want to extract Business Intelligence (BI) from it, but which dashboard system is best for you? Let’s find out, taking a look at the offerings from three different competitors: Tableau, Qlik, and…

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News ware_prew

Case study: How leading digital agency P+SBD connected all data sources to a real-time Tableau dashboard

About the Company P+SBD is a leading digital marketing agency headquartered in Finland. The company focuses on information technology and data to create compelling marketing strategies for other business and maximize returns on marketing investments. P+SBD has a number of high-profile clients, including Finland University.   The Problem P+SBD wanted to unify their data streams with…

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