Search for a list of trigger events in sales and you will get the same one every time. Funding round. New executive. Layoffs. Office opening. Technology change. Merger. Hiring spike. The list is accurate, and on its own it is close to useless, because it was written without any knowledge of what you sell. A forty million dollar Series B is an event. It is not a reason to call, until somebody says which of your products it makes urgent, for whom, and for how long.
That missing half is why trigger-based outbound so often collapses into a race to be the fastest congratulator. Every vendor watching the same feed sees the same round announced on the same Tuesday, and the buyer opens their inbox to forty notes about their exciting new chapter. The event was real. The read was generic. Nobody who sent one of those notes could have told you what the round changes inside that company.
This article goes the other direction: start from a product line, work outward to the events that make it urgent, and end with a trigger definition specific enough that two sellers reading the same press release would correctly reach two different conclusions.
Why generic trigger lists misfire
A usable trigger has three parts, and the standard list only supplies the first.
- The event. Something observable, dated, and public. This is the part every list gives you.
- The consequence. What the event changes for one specific function inside the account, stated in terms of the problem your product removes.
- The window. How long the consequence stays live before the account either solves it, buys something else, or learns to tolerate it.
Strip parts two and three and what remains is a news alert. News alerts produce volume, which is why trigger feeds are easy to sell and hard to get value from. The rep gets a notification, writes a line about the funding, and attaches the same pitch they were already sending. The trigger changed the first sentence of the email and nothing else.
Timing makes this expensive rather than merely wasteful. The 2024 6sense B2B Buyer Experience Report, based on a survey of 2,509 recent B2B buyers, found that 69% of the purchase process happens before buyers engage with sellers, and that 81% have already settled on a preferred vendor before they speak to sales. If a real window opens inside an account, the useful move is to arrive while requirements are still being written. Arriving as the fortieth congratulator on announcement day is not the same thing as arriving early, and it does not get you onto the list that matters. The underlying mechanics are covered in our piece on buying signals in sales.
One funding round, six different reads
Take a single fact: a 90-person fintech announces a forty million dollar Series B. Here is what that fact means to six sellers with different product lines, and what each would have to verify before the event counts as a trigger at all.
| What you sell | What the round actually signals | What you would have to verify |
|---|---|---|
| Multi-entity payroll and HR | A headcount plan about to outgrow a system sized for 90 people, probably across new countries | Open requisitions by location, and whether a People Ops or HR business partner role is posted |
| Endpoint and cloud security | Very little on its own. Security budget usually arrives with the first enterprise customer, not with the round | A security engineer requisition, or a compliance date named on the trust page |
| Data warehouse and pipeline tooling | The round funds the first analytics hires, and those hires own the tooling decision within a quarter | A data engineer or analytics lead posting, and which warehouse the job description names |
| Customer success platform | Only relevant if the round is paired with a move upmarket, where accounts need managing rather than supporting | An enterprise tier appearing on the pricing page, or a CS manager requisition |
| Spend management and procurement | Nothing yet. The problem appears at a spend threshold, not at a raise | Finance headcount, and whether a controller has been hired |
| Sales engagement | The round funds a sales team build, and tooling decisions follow the first sales leader | The ratio of account executive to SDR requisitions, and whether a VP Sales role is open |
Six sellers, one fact, and three of them should not act on it. The payroll seller has a real window. The spend management seller has nothing, and the round will cost them a wasted sequence if their trigger list simply says that a funding round means call them. Everything separating those two cases sits in the third column, which no generic list contains, because the third column depends entirely on what the seller sells.
Build the trigger backwards from the product
The fix is to stop maintaining a list of events and start maintaining a definition per product line. Four steps, in this order.
- Name the problem the product removes. The problem, not the feature. "Finance cannot close the month because three entities run three payroll systems" rather than "multi-entity payroll support".
- Name the condition that makes that problem expensive this quarter. Most accounts have most problems. Very few have them badly enough to buy. The condition is what moves an account from the first group into the second.
- Name the artifact that proves the condition. It has to be public, dated, and specific enough that a colleague could read it and agree with you. An inference is not an artifact.
- Name the decay. How long after the artifact appears is the condition still true. A trigger with no expiry is a list that only grows.
Worked through for that payroll product:
- Problem: the monthly close slips because payroll runs in separate systems per entity.
- Condition: the company has just added an entity in a jurisdiction its current system does not handle.
- Artifact: an acquisition or new-market announcement, plus a payroll or finance requisition naming that region on the careers page. Both, not either.
- Decay: roughly two quarters. After that they have either bought something or built a manual workaround they will defend for a year.
Notice what the two-artifact rule does. The announcement alone is what the generic list flags, and it is the weaker half. The requisition is what separates "this company made an acquisition" from "this company is about to feel that acquisition in the close process". A rep holding both can open with the specific thing rather than the congratulation. That is the same discipline described in our account research process, applied one product line at a time.
Write it down as a rule a stranger could apply
The test for a finished definition: hand it to somebody who has never sold your product, give them an account, and see whether they reach the same verdict you would. If they cannot, the definition is still carrying knowledge that only lives in your head, and it will not survive being handed to a new rep or run across a list of two thousand accounts.
Where the evidence actually lives
Trigger feeds sell events because events are structured and easy to distribute. The conditions that matter are almost never structured. They sit in prose that somebody had to write and sign.
- Job postings. The most forward-looking public artifact a company produces, and the most underused. The responsibilities section states the pain in the company's own words, and the posting is dated by definition.
- Regulatory filings. For public accounts, risk factors and management discussion say what leadership is worried about, in language they were legally obliged to be careful with. EDGAR full-text search indexes filings back to 2001, so you can search one phrase across every company that has ever filed it. That is how you find the twelve accounts that named your problem, rather than the twelve hundred that match a firmographic filter.
- Earnings call transcripts. The analyst question and answer section is worth more than the prepared remarks, because the prepared remarks were written to be safe and the answers were not.
- Product changelogs, status pages and public documentation. These tell you what an account actually runs today, which is usually a quarter or two behind what their marketing says they run.
- Partner and integration directories. A new listing is a dated fact about a stack decision that has already happened.
Salesforce's roundup of sales statistics puts numbers on why this stays undone: 70% of data and analytics leaders say their most valuable insights are trapped in unstructured data, and reps spend 60% of their time on non-selling tasks. Reading every posting and every filing across four hundred accounts is the correct method and an impossible assignment for a team of twelve. That is the gap PitchSmart is built to close: it reads each account against what you sell and returns the buying signals with their sources attached, so the third column of that table is already filled in when the rep opens the account. The judgement stays with the seller. The reading does not have to.
Score triggers so the weak ones stop eating the week
Once every product line has definitions, you will have more triggers than capacity. Rank them with three questions, each answered yes or no.
- Does the event change who controls the budget?
- Does it create a deadline that exists whether or not you call?
- Does it name, in the account's own words, the problem your product removes?
Three yes answers is a call this week. Two is a note in the account file and a wait for a second artifact. One or zero means the event is useful context for a conversation you were already going to have, and is not a reason to start one. Scored this way, most items on the standard list turn out to be ones and twos, which is the honest result and the reason the standard list underperforms.
| Event | Typical score | Usable window |
|---|---|---|
| New executive in the function that owns your problem | Often three | About one quarter |
| Requisition naming your problem in the responsibilities | Two or three | While the posting is open |
| Filing that names your problem as a risk | Two or three | Up to a year |
| Acquisition in a market your product covers | Two | Two to three quarters |
| Funding round with no second artifact | One | Not a window |
| Office opening, award, rebrand | Zero | Not a window |
This is deliberately harsher than most trigger scoring, and it is a different exercise from fit scoring. Fit says whether an account should ever buy. A trigger says whether this quarter is the quarter. Both matter, they answer different questions, and keeping them separate is worth the trouble when you build a model for scoring leads. Triggers are also distinct from intent data, which measures research behaviour rather than internal change. The two are complementary rather than interchangeable, as set out in our explainer on what intent data is.
Keep the definitions alive
Trigger definitions decay for the same reason positioning does. The product ships something new, the market shifts, a competitor changes their pricing, and a condition that used to predict a purchase stops predicting anything.
Give the definitions an owner, usually enablement or product marketing rather than any individual rep, and review them on three occasions: quarterly, whenever a product line launches or is repositioned, and after every loss review. Loss reviews are the highest-yield input here, because the question "what was true about this account when they decided to act" produces conditions nobody would have guessed. Our notes on running a win loss analysis cover how to get that answer out of a buyer without leading them.
Two habits keep the system from rotting. First, record the artifact alongside every trigger you act on, not just the event name, so a quarter later you can check which artifacts actually preceded closed deals. Second, delete any condition that has produced twenty triggers and no meetings. The cost of a bad definition is not the sequence it generates, it is the attention it takes from the definitions that work.
The takeaway is small and it changes the work. A trigger event is not a fact about the account. It is a fact about the account plus a claim about your product, and the claim is the half you have to write yourself. Once you do, the same funding announcement stops being a reason for everybody to call and becomes a reason for the one seller whose product the round actually made urgent. From there the same evidence feeds straight into a pre-call research checklist, which is where a trigger stops being a reason to dial and starts being something to say.
