Engagement bait detector
Paste a post and check if it contains engagement-bait phrases that could reduce organic reach.
about the engagement bait detector
Engagement bait — posts that explicitly beg for likes, shares, tags, or comments — is actively demoted by platform algorithms. Meta has penalized it in Facebook's feed ranking since 2017 and applies similar policies on Instagram, so a post that says 'LIKE if you agree!' or 'tag a friend who needs this' can quietly reach far fewer people than your normal content, with no notification that anything happened.
Platforms group bait into recognizable buckets: vote baiting ('like for yes, wow for no'), react baiting ('smash that like button'), share baiting ('share to win'), tag baiting ('tag someone who...'), and comment baiting ('comment YES below'). The distinction that matters is explicit demands versus genuine prompts — asking a real question your audience wants to answer is fine; instructing people to perform an engagement action is what triggers demotion.
Paste your draft into the detector and it flags phrases that match known engagement-bait patterns, so you can rephrase before publishing instead of discovering the reach penalty afterward. Run your posts through it as a pre-flight check, then schedule the clean versions with PostAI.
frequently asked questions
What counts as engagement bait?
Explicitly asking people to like, share, comment, tag, or vote with reactions — phrases like 'like if you agree', 'tag a friend', 'share this post', or 'comment YES'. Meta's policies name five types: vote baiting, react baiting, share baiting, tag baiting, and comment baiting.
Does engagement bait actually reduce reach?
Yes. Facebook announced in 2017 that its feed ranking demotes posts using engagement-bait tactics, and pages that use them repeatedly face broader distribution penalties. Instagram applies similar ranking demotions. The penalty is silent — you just see lower reach.
Is asking a question in a post considered engagement bait?
No. Genuine questions that invite real opinions ('What's your take on X?') are fine and are one of the best ways to earn comments. The line is instructing a specific engagement action ('comment below', 'drop a like') rather than starting a conversation.
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