The answer
Opinion essays get 63 replies per 100 likes, 2.4 times the launches (26). Personal photos get the most likes but the fewest replies per like (18).
Compare an account’s own Threads posts to see which kind gets likes and which starts conversations.
v0.1.0
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@zuck, 5.77 million followers, the latest 25 posts from June to November.
Opinion essays get 63 replies per 100 likes, 2.4 times the launches (26). Personal photos get the most likes but the fewest replies per like (18).
"500M monthly actives on Threads" got 18,079 likes, ten times a typical post. The skilled-trades essay drew 2,981 replies.
For reach, post a personal photo using the product. For conversation, end launches with a clear claim or a question. Drop one-line event reminders; the last one got 101 replies.
From a real run on 2026-11-07.
An Agent that can read the complete Skill folder. Live research also needs a SandBase connection; supplied material can be used without a lookup.
Download and unpack the complete Skill folder, keep its references, and use it with a local Agent that supports Skills.
Use threads-account-review on @zuck. Which posts get the most replies for their likes, and how should a launch post be written?
Pull the profile and the latest 25 posts.
Give each post a kind: launch, opinion, personal photo, milestone.
Compare likes and replies per like, then suggest what to post.
Download and unpack the whole Skill folder, including references, into your Agent’s supported Skill directory. You can also ask the Agent to read its SKILL.md and follow the instructions. Run it locally with your own material.
Likes show approval. Replies per like show whether a post started a conversation, which favours the account in the feed.