If you are a publisher, the Walled Garden approach is best to monetise your inventory and data.
Building a Walled Garden means you have the power of negotiation to sell a new private Advertising Network to Advertisers.
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The walled garden ecosystem is growing rapidly as big players such as Amazon anf Facebook erect walls to protect their data and assets. Walled garden are disruptive to the future of data-driven advertising because they block the gathering of data from any outside advertisers.
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