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Month: March 2017

Modern Market Research Methods: A Startup Perspective

EDIT: Updated by adding competitive analysis, very important to benchmark competitors. EDIT2: Updated by adding experimentation (14th April, 2016) Introduction Somebody on Quora was asking about ‘tools’ for validating viability and demand for a startup’s products. I replied it’s not a question of tools, but plain old market research (which seems to be all too often ignored by startup founders).…

Dynamic Pricing and Incomplete People Information

One of the main problems in analytics is the lack of people information (e.g., demographics, interests). It is controlled by superplatforms like Google and Facebook, but as soon as you have transition from the channel to the website, you lose this information. So, I was thinking this in context of dynamic pricing. There’s no problem for determining an average solution,…

Viisi mainostoimistojen virhettä digitaalisessa markkinoinnissa

Niin sanotut perinteiset markkinoijat tekevät kokemukseni perusteella useita perustavanlaatuisia virheitä siirtyessään vanhoista ajattelumalleista digitaaliseen markkinointiin. Nämä virheet näkyvät etenkin monien mainostoimistojen kohdalla. Viisi virhettä ovat: 1. Tuloksia ei mitata Nähdään ettei mittaaminen ole mahdollista tai järkevää esim. “brändäykseen” keskittyvien offline-kampanjoiden kohdalla. Ajatus on virheellinen, koska a) myös offline-kampanjoita voidaan mitata (esim. kuponkeja käyttämällä) ja b) myös brändäyksen pitää tuottaa mitattavissa olevaa…

A Quick Note on Bidding Theory of Online Ad Auctions

Introduction This is a simple post about some commonly known features of online ad auctions. Generalized second-price auction (GSP) is a mechanism in which the advertiser pays a marginally higher bid than the advertiser losing to him. It encourages the bidder to place a truthful bid, i.e. one where the price level is such that marginal returns equal marginal cost.…

The Vishnu Effect of Startups (creators/destroyers of jobs)

Background In the Hindi scripture there is a famous passage in which the god Vishnu describes himself as death; to Westerners this is mostly known through Oppenheimer’s citation: “Now, I am become Death, the destroyer of worlds.” But, there is another god in Hinduism, Brahma, that is the creator of the universe. How does this relate to startups? Just like these…

A major change in AdWords – How to react?

Introduction Google has made a major change in AdWords. Ads are now shown only in the main column, no longer in the right column. Previously, there were generally speaking eight ads per SERP. For some queries, Google didn’t show ads at all, and additionally they’ve been constantly testing the limit, e.g. running up to 16 product listing ads per results page. But…

How to prevent disruption from happening to you? AKA avoiding the “Vanjoki fallacy”

Introduction A major issue of corporations is how they can avoid being disrupted. This is a commonly established issue, e.g. Christensen discusses it in his book “Innovator’s dilemma”. But I’m going to present here a simple solution for it. Here it is. Rule Number 1: Don’t look at absolute market shares, look at growth rates I call this the “Vanjoki…

European financial crisis – the next steps?

Introduction With this post, I’m anticipating the next phase of debate on European financial crisis, as the problem of asynchronous economies isn’t going away. The continent is currently riddled with the refugee crisis, but sooner or later the attention will return to this topic which hasn’t been properly dealt with. The problem In brief, there are two countries: Country A –…