Data is difficult to integrate with each other

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In this case, you need to not only analyze your work, but also monitor the market. For example, know where clicks are cheaper right now, what conversion will be in your area on a specific advertising system. There are also special services for monitoring the situation and adjusting the strategy. In click.ru, this is "Pulse" , which allows you to monitor global changes in key advertising indicators and the popularity of using advertising system tools.


Each platform may provide information in its own canada telegram number database format. This requires additional work to convert the data into a common format for use in marketing campaigns. Example: VKontakte provides statistics in JSON format, and Google Ads - in CSV. To analyze and use this data together, it is necessary to convert them into a single format.

If you have to do this manually, then you should think about using services that provide summary statistics for different sites.

8. To show a beautiful report to the client, you need to “dance with a tambourine”
If you need to go to Power Point, Google Docs or Figma to send statistics to a customer or investor, it's time to change something. Modern business services allow you to format data into dashboards with infographics in a couple of clicks.