Every morning, Sai reads your LinkedIn feed, picks the handful of posts worth engaging with, explains why each one made the list, and drafts a comment you can edit — so ten minutes replaces forty of scrolling.



The feed is not a queue, and that is the problem. It has no end, no order, and no memory of what you already read, so "keeping up on LinkedIn" expands to fill whatever time you give it — and the forty minutes rarely produce the one comment that would have mattered. Visibility on LinkedIn comes from showing up in the right conversations consistently, which is a small, repeatable job dressed up as an infinite one.
Sai reads your feed each morning, picks the few posts where a comment from you would actually land, and sends you a short digest. Each entry says who posted, what the post is about, why it made the cut, and what you could say — drafted in your voice, ready to edit. It reads and recommends; it never comments, likes, or posts on your behalf.
Selection is the entire value. A digest that lists everything is the feed with extra steps.
At most seven posts, ranked by whether engaging would matter rather than by how popular the post is — a quiet post from an open account outranks a viral post from a stranger. Each draft comment has to say something specific about that post; "great post" and "couldn't agree more" are banned outright, because a generic comment costs more credibility than staying silent. What was skipped is reported as a count, so you know the feed was read without having to read it again.
Posts already included in an earlier digest are not shown again, even if they are still circulating, and a post you commented on is dropped from future runs. Quiet days produce short digests rather than padded ones — if only two posts are worth your time, the digest lists two. Over weeks, the pattern of which reasons keep appearing tells you something the feed never will: whether your accounts are actually posting, and which of your topics has a live conversation around it.
This is the reading end of your LinkedIn day. Acting on existing relationships belongs to the daily engagement sweep, conversation under your own posts is handled by auto-replies to comments, and private messages by the daily DM pass. A milestone spotted in the digest is worth pushing into the weekly prospect list, and whatever came of all of it shows up in the end-of-day outreach summary. What the feed shows you in the first place is decided by LinkedIn's own ranking, which is why a digest is a filter on top of a filter.