Your team already knows things worth saying.
The LinkedIn Engine watches the web and WeTransact’s own signal for topics where you have a credible point of view — then asks you a sharp question instead of handing you a draft. You answer in two minutes. We handle everything AI is allowed to do, and nothing it isn’t.
Generic AI posts don’t fail because LinkedIn flags them. They fail because nobody reads them.
Zero dwell time, no saves, no discussion — so the algorithm stops distributing them. The cure everyone agrees on is the same: a specific insight in a real human voice. So we never ask AI to invent the insight. We extract it from a human and let AI assemble around it.
We don’t ask AI to write your post. We ask you a question — and build around your answer.
Hand someone a finished AI draft and their edits are cosmetic — the machine patterns survive. Ask a sharp question and capture the gut answer, and the insight and the voice are theirs from the first keystroke. Same two minutes. Opposite result.
Eight stages. Narrow hard early, verify in the middle, widen late.
Cheap filters kill irrelevant topics before any expensive work. Verification locks the truth. Then adjacency re-expands the verified core so it travels with context.
Built on what only WeTransact can see
Deals signed, revenue milestones, marketplace moves — internal signal from HubSpot and Linear that no competitor’s radar can reach.
A voice fingerprint from real calls
We learn how you actually talk from 15–20 Gong calls — not your edited, flattened written voice. Customer specifics are redacted first.
Nothing posts under your name unless it’s true
Every claim traces to your answer or a verified source. Nothing auto-publishes — ever. The person’s name is on it.
Before you type a word, we show you how you sound.
We analyse your real calls and reveal your own voice back to you — the way you open, the phrases you reach for, the rhythm AI always flattens. Most people have never seen it. It’s the moment the whole thing clicks.
See your voiceprintSpecific and true beats polished and generic.
Saves and comments win
The algorithm now prizes saves and substantive comments — a comment carries roughly 7x the weight of a like. Every post needs a takeaway worth keeping and a question worth answering.
The golden hour decides reach
Most reach is set in the first 1–4 hours. Reply within 30 minutes and total comments lift ~64%. We schedule for when your network is awake.
A few real voices, not 40 creators
Only ~1% of people post regularly. We build for a handful of genuine voices, plus a one-line reshare path that earns 3.6x the engagement for everyone else.
Prove the voice first. Everything else follows.
Start with one real topic and one question. If it sounds like you, you’re in.
Find your voice