Guide / Buying Signals

Job change signals: why new executives are your best trigger

A new executive in a buying seat is the highest-density signal in B2B outbound. There is a finite window where she has the political capital to change things, has not yet built loyalty to the existing stack, and is actively looking for tools to make her first quarter look organised. In this guide I will walk through the 90-day window logic, the two distinct plays that work, how to track job changes at scale, and the pitfalls that turn a strong signal into wasted budget.

The 90-day window

New leaders ship changes early. A VP Sales hired in January is expected to have a plan by February and visible movement by April. To produce visible movement she has to make decisions, and decisions take tools. The first 90 days are when she has the political license to replace what she inherited and the urgency to do it before her honeymoon ends.

Two things compound the window. First, new executives bring their old stack with them. If a buyer used your product in her last company and liked it, you have the easiest sale you will ever make. If she used your competitor and liked it, you have the hardest. Second, new executives tend to clean house early, because changes made in month three are credited to the new leader, while changes made in month nine are credited to the team. The political incentive is to move fast.

Two distinct plays

Job change signals split into two motions that look similar but work differently.

1. New decision maker at a target account. Someone you do not know joins a company you already want to sell to. The play is to be one of the first useful conversations she has, before her vendor list hardens. Mostly a research and timing play.
2. Champion tracking. Someone who used or championed your product at a previous company moves to a new company. The play is to follow them and reopen the conversation in their new environment. Mostly a CRM and notification play.

The first play scales horizontally. You fire on any qualifying job change inside your TAM and run a structured workflow. The second play scales vertically. You build and maintain a list of past users and champions, and you wait for them to move.

Champion tracking, in more detail

Champion tracking is one of the highest-conversion motions in B2B sales, and one of the least systematised. Most teams notice when a champion moves only because someone on the AE team happens to scroll LinkedIn that afternoon. A proper champion-tracking system stores past users, evaluators and active deals in the CRM with a stable identifier, monitors their employment, and notifies the right rep when something changes.

The catch is that not every past contact is a champion. The list has to be curated. A user who logged in three times and churned is not a champion. A buyer who picked a competitor over you is not a champion. An evaluator who said no for a reason that no longer applies might be. We grade contacts on a simple scale (active user, lost deal we should reopen, evangelist, no value) and only track the top two tiers.

How to track job changes at scale

• Sales Navigator filters. The "changed jobs in the past 90 days" filter on Sales Navigator is the simplest way to surface new executives inside a defined account list. Cheap, fast, well-covered for tech roles.
• CRM contact monitoring. Several tools watch your CRM contacts and notify when employment data changes. Worth it for champion tracking, where the list is long-lived and the value of catching a change quickly is high.
• LinkedIn alerts. Manual but effective for a small named list of priority champions. Set them up by hand for the top 50 and automate the rest.
• Specialist providers. Several vendors maintain job-change feeds with structured fields. Useful for the new-decision-maker play across a large TAM, where Sales Navigator filtering would be too manual.

In our enrichment surface we usually run two pipelines: a TAM-wide feed for new-decision-maker signals, and a CRM-driven feed for champion tracking. They feed different workflows and different humans, because the messages are different.

Message framing by week of tenure

The same person needs a different message in week three than in month six. The week-three message is about helping her form a plan. The month-six message is about helping her ship one.

For a champion in a new seat, the calendar matters less. The right message in week three for an old champion is "saw you moved, congrats, when you are ready let me know if it makes sense to look again". That is it. No pitch, no plan. The pitch comes later, after she has settled in and you are still on her shortlist by virtue of being the easiest yes she has.

Pitfalls

• Congratulating in week one alongside 200 other vendors. The new exec gets every CRM, every analytics platform and every consulting firm in her LinkedIn DMs in the first week. Skip the wave or send a useful piece of context instead.
• Pitching before budget authority is mapped. A new VP may not yet have signing authority on the category you sell. Confirm the buying committee before you write the proposal email.
• Treating any job change as the signal. A move within the same company, a sideways move into a non-buying role, a promotion that adds people but no budget: these are not signals. Filter on buying authority, not on the change itself.
• Ignoring the loser. The exec she replaced often goes somewhere else. That move is often as good a signal as the new role itself.

Where this fits in the broader signal stack

Job change signals are the connective tissue between the others. A funding round usually produces a wave of executive hires three to six months later, which are job change signals against your TAM. A hiring spree often reflects a single new leader rebuilding her org. A stack change at a target account often follows a new decision maker, not precedes one.

If you can only wire one signal in for the next quarter, this is the one I would pick for most B2B sellers. The conversion is high, the messages are easier to write, and the failure modes are obvious. For the wider system this plugs into, see how to build a GTM system. For the role and category context, what is GTM engineering is the place to start.