From the archive. First published in March 2016. Rewritten for clarity, with a note on what happened afterwards.
When Facebook added Love, Haha, Wow, Sad and Angry alongside Like, the hope among page owners was that richer signals would mean better targeting and perhaps better distribution for content that genuinely moved people.
What actually happened
Facebook later confirmed that a reaction is a stronger signal than a plain like, on the basis that choosing a specific response indicates more about what someone wants to see. That is as far as the public record goes. The relative weights have never been published.
Reactions did not improve page reach. Reach continued its long decline throughout the period and afterwards, for reasons that had nothing to do with which button people pressed.
The more consequential effect, which nobody predicted
Richer emotional signals interacted badly with the January 2018 change that prioritised posts sparking conversation. Content that provoked a strong reaction, particularly anger, was well placed to satisfy both systems at once. Facebook spent years afterwards adjusting for the consequences.
This is a recurring pattern in ranking design. A signal introduced to measure something is immediately optimised against, and the optimisation produces exactly the content the signal was supposed to identify as valuable.
What to do with reactions now
- They are a useful diagnostic. A page collecting mostly angry reactions has an audience engaged in a way that is hard to monetise and easy to lose.
- They are not a lever. Nothing you do to encourage a particular reaction will meaningfully change your distribution.
- Comments and shares remain the more informative signals, simply because they are rarer and require more effort.
Thinking of selling?
We give free valuations with no obligation. Send us the page URL and a representative replies with a figure, usually within one business day. Looking to buy instead? Register as a buyer.
