Sales trigger detection from LinkedIn company posts

You give sales trigger detection a list of company pages, and for each one it collects the most recent posts and classifies them into seven trigger types: funding rounds, C-level changes, hiring spikes, anniversaries, office expansions, product launches and layoffs.

For every company where a trigger is found, the matching post is returned with its trigger label, so you see not just that something happened but what it was and the exact post that signalled it. Companies with no recent trigger are returned clearly as quiet, so your list stays honest.

The output is a prioritised view of a target list. Instead of working accounts in alphabetical order, you work the ones where a real event just gave you a reason to call.

The value of a trigger is the window it opens. A funding announcement, a new VP or a hiring spike each creates a short period where a company is unusually open to a relevant conversation — and a generic message sent in that window outperforms a brilliant one sent cold a month later. Running sales trigger detection weekly over a target list turns that into a routine: each run surfaces the handful of accounts where something just changed, and reps spend their time on those instead of working a static list top to bottom. Because the source post is returned with every trigger, the rep also has the exact reference to open with, so the outreach is timely and specific at once.

• Outbound teams reaching newly funded companies in the window before competitors pile in.
• SDRs congratulating a new VP on a leadership change and opening a relationship naturally.
• Sales teams spotting hiring spikes, which often mean a company is scaling and needs new tooling.
• Account managers catching a customer’s product launch or expansion to time an upsell well.

Each detected trigger returns the company, the type and the source post:

Sales trigger detection works through your own LinkedIn session. You connect a session cookie once in Settings, where it is encrypted at rest, and the tool collects each company’s recent posts.

Every post is then classified into the seven trigger types, and only the posts that match a trigger are returned. Because each run is live, you see the signals from the current window — run it weekly over a target list and you have a standing radar for the moments worth acting on.