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Because my last post flopped with zero traction, I ended up testing both approaches back to back. Manual reactions trickled in over three days, automated ones hit within an hour. So which actually signals better to the algorithm long-term?
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I recently compared two manually launched campaigns and found that engagement rates were better maintained after 72 hours. Activity spikes with automated campaigns tend to level off quickly, at least in my experience with B2B content. The initial spike looks impressive, but then it fades.
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After completely abandoning the planned tools, the publication's reach increased. Likes appeared more slowly but stayed in the feed longer. If your budget is limited, there are ways to get free audience engagement without spending anything. For example, check out the opportunities hereĀ You can also earn points for your activity on LinkedIn. Real users, not bots, are more important than numbers when the platform analyzes signals.