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Meta’s Click and Engage-Through Attribution: Benefits for digital marketers

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  Meta’s Click and Engage-Through Attribution: Benefits, Limitations, and What It Means for Digital Marketers Recently, I read about a new update from Meta Platforms regarding ad performance measurement. The update introduces click and engagement-through attribution. This change is interesting because it reflects how people actually interact with ads today. On platforms like Facebook and Instagram, users don’t always click an ad immediately. Many times, they watch, like, save, or visit the profile before taking action later. Meta’s new model tries to measure those interactions as part of the customer journey. Below is my simple perspective on this update. What is Click and Engage-Through Attribution? Earlier, most ad results were measured through click attribution. If someone clicked an ad and later converted, the ad received credit. Now Meta also looks at engagement signals, such as: Video views Likes and reactions Comments Profile visits Post saves If someone engages with an ad a...

The Impact of AI on White-Collar Employment

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Recently I Read: Within Eleven Months AI Will Take Over White-Collar Jobs A Microsoft leader recently warned that AI could replace many white-collar jobs. This news has sparked real worry. As someone deeply involved in this shift- like the digital marketing expert - I've got mixed feelings. AI offers huge benefits for companies, but it also threatens livelihoods. How Companies View AI Companies love AI  for clear reasons: It handles tasks faster than humans. It automates boring, repetitive work. It cuts salary and operational costs. This boosts profits short-term. But it leads to a big problem: If jobs vanish or pay drops, how do people afford basics?  Money flows when workers earn and spend. Without that, demand falls; and businesses suffer too. How AI Affects Common People AI's rise hits everyday folks hardest. Common workers in offices, shops, and services face the biggest risks. Routine jobs like data entry, basic customer support, and simple reporting disappear first. Fa...