Explicit engagement request
- Id
- explicit-engagement-request
- Status
- Active
- Severity
- high
- Detection
- deterministic
- Evidence grade
- primary-doc
- Languages
- en
- Added
- 2026-08-15
- Updated
- 2026-08-17
Currently signals low-effort writing.
What it is
A direct ask for a reaction, a tag, a share or a save. This is the one pattern in the whole directory that platforms define in writing and act on. Meta has demoted it since December 2017 under the name engagement bait, LinkedIn declines to promote posts whose intent is boosting reach through reaction asks, and YouTube names engagement manipulation and fake engagement in its spam policies. Reaction bait, tag bait, share bait and save bait are one policy category and are covered here rather than split across four entries.
Why it reads as machine-made
The ask is what a post substitutes for a reason to respond. Generation makes the substitution cheap, so it appears at the end of drafts that have nothing else to close with. The enforcement is authorship-indifferent: platforms demote the ask whoever typed it, which is exactly why this entry is high severity and none of the style entries are.
Specimens
Rough quarter, real lessons. We shipped slower than planned and learned more than expected. Save this post for later and tag a founder who needs it.
Rough quarter, real lessons. We missed the March release by five weeks because two engineers were pulled onto a migration nobody had scoped. The fix was a written capacity check before any date leaves the room, and it has held for two releases since.
Two hollow beats and then the ask, which is where a post goes when it has nothing to close with. Figures in this repair are invented for the specimen.
Cold email still works if you get the basics right. Personalise the first line and keep the whole thing under 120 words. Tag a colleague who needs to read this, and comment SEND below and I will send you the template.
Cold email still works if you get the basics right. Our reply rate went from 3 to 9 percent after we cut the average message from 140 words to 70 and deleted the opening compliment. The template is linked in my profile and nobody has to comment to get it.
The repair keeps the offer and removes the toll gate. Figures in this repair are invented for the specimen.
How it is detected
- Pattern
- \b(?:(?:like|repost|share|retweet|comment)[ \t]+(?:this[ \t]+|it[ \t]+)?if[ \t]+you\b|tag[ \t]+(?:a|an|your|two|three|2|3)[ \t]+(?:colleague|colleagues|friend|friends|founder|founders|marketer|marketers|teammate|teammates|person|people|someone)\b|save[ \t]+this[ \t]+(?:post[ \t]+)?for[ \t]+later\b|drop[ \t]+an?[ \t]+[^\s.,!?\n]{1,15}[ \t]+(?:below|in[ \t]+the[ \t]+comments)\b|comment[ \t]+["“]?[A-Za-z]{1,12}["”]?[ \t]+below\b|double[ \t-]tap[ \t]+if\b|follow[ \t]+for[ \t]+more\b)
- Flags
- gi
- Scope
- document
Who writes this way legitimately
Meta's own guideline carves out the cases that look identical and are not: appeals to find missing people or property, fundraisers, petitions, and posts during natural disasters or life-threatening events. Beyond the carve-outs, creators legitimately prompt saves on reference material because saving is how a reader files it, and charities ask for shares because sharing is the ask. The reviewer check is whether the requested action does anything for the reader once taken.
Model attribution
No family attribution. This is marketer behaviour that models inherited from the corpus, and Meta named it as a human tactic five years before any assistant could write a post.
Platform notes
- meta
- Meta transparency guidance defines engagement bait as posts that explicitly request votes, shares, comments, tags, likes or other reactions, and reduces their distribution. The December 2017 announcement gives one concrete example only. The five named sub-types that secondary sources routinely attribute to that announcement are not in it, so this entry does not use them.
- LinkedIn says it will not promote posts that expressly ask or encourage the community to engage via likes or reactions where the intent is boosting reach, and its community policies ban artificially increasing engagement. The company frames both as behaviour rather than as a writing style.
- youtube
- YouTube spam policy names engagement manipulation, defined as repetitive or templated content aimed at artificially inflating engagement, and fake engagement, which covers exploiting features such as polls to force interaction.
Status history
| Date | Status | Rationale |
|---|---|---|
| 2026-08-15 | Active | Three platforms define this in first-party policy text and state the consequence, which is demotion or lost promotion rather than removal. Meta has run the policy since December 2017. Nothing in the evidence suggests the behaviour has stopped, so the entry ships active at high severity. |
Sources
- 01Meta transparency centre, engagement baitprimary-docaccessed 2026-08-14
- 02Facebook, fighting engagement bait on Facebook (Dec 2017)primary-docaccessed 2026-08-14
- 03LinkedIn, keeping your feed relevant and productiveprimary-docaccessed 2026-08-14
CC BY 4.0 / The AI Tells Index, feedsquad.com/ai-tells