Most B2B prospecting advice assumes the buyer already knows they have a problem, and the rep’s only job is to find them before a competitor does. That assumption eliminates a huge share of a target market: the accounts where the problem exists but nobody inside the organization has named it yet, or where the problem hasn’t started yet but a specific event is about to make it worse.
A symptom is the external, observable evidence that a problem already exists inside an organization. A catalyst is an event that increases the frequency or severity of a problem, whether or not anyone inside the organization has noticed it yet. Prospecting on symptoms finds buyers who are already hurting. Prospecting on catalysts finds buyers who are about to be, which means a rep can reach them before competitors who are only watching for visible pain.
What a Symptom Is in B2B Prospecting
A symptom works the same way in business as it does in medicine. Jaundice is a symptom of liver damage. Swollen joints are a symptom of arthritis. Neither is the problem itself, but both are visible proof that something is wrong underneath.
In a B2B context, a symptom is the public, observable sign that a buyer is already suffering from a problem a seller’s product or service can address. A company that has had a job posting open for months without adding headcount is showing a symptom of a hiring problem. A flood of negative reviews about slow response times is a symptom of a customer service problem. Neither of these facts is subtle or hidden. They are sitting in public view, on a careers page or a review site, waiting for a rep who knows what to look for.
The value of a symptom is that it removes the guesswork. The organization is already living with the consequence of the problem, which means the rep’s job shifts from convincing a buyer a problem exists to confirming the specifics of a problem the buyer is already feeling.
What a Catalyst Is, and Why It Finds Buyers Earlier
A catalyst, in chemistry, is a substance that increases the rate or intensity of a reaction without being part of the reaction itself. In prospecting, a catalyst is an event or external signal that increases the frequency or severity of a problem a seller solves, even when no visible symptom of that problem exists yet.
A company that just hired 20 new sales reps has not yet shown any symptom of a ramp-time problem. No reviews complain about it. No job posting reveals it. But the hiring spike itself is the catalyst: new reps who ramp too slowly are a near-certain consequence of adding that many people to a sales floor at once, and the organization is now at elevated risk of that exact problem whether or not anyone there has clocked it.
This is the structural reason catalysts matter more than most prospecting advice credits. A rep working only from symptoms is competing with every other vendor who can see the same public complaint or the same stalled job listing. A rep working from catalysts is targeting accounts before the problem has become visible to anyone, including the buyer, which means there is no competing vendor in the inbox yet and no internal narrative the rep has to unwind.
25 Catalysts Worth Tracking
A catalyst list gets built the same way a target list gets built from any other input: by examining which changes, historically, preceded a customer recognizing the problem a seller’s product solves. Common catalysts worth tracking across most B2B categories include:
- Hiring increase
- Layoffs and firings
- Increase in number of job openings
- Poor product reviews
- Great product reviews
- Negative employee reviews
- Great employee reviews
- Relocations
- Geographic expansion
- Financial performance
- Website updates
- Rebrands
- Bad press
- Good press
- IPO
- Competitor activity
- Leadership changes
- Acquisitions
- Product launches
- Investments
- Changes in legislation
- Investor reports and call transcripts
- Priorities a CEO mentions publicly
- Awards
- A mention in an analyst report
Applicability varies by product. A rebrand matters to a seller of brand strategy services and carries no weight for a seller of warehouse automation. The list above is a starting inventory, meant to be filtered against the specific problems a given product solves.
Symptoms and Catalysts Compared
| Symptom | Catalyst | |
|---|---|---|
| What it is | Visible, external evidence a problem already exists | An event that increases the frequency or severity of a problem |
| Where it’s found | Public complaints, job postings, review sites, social posts | Press releases, investor calls, LinkedIn activity, legislation, earnings reports |
| Buyer awareness | The buyer may or may not have named the problem, but something is visibly wrong | The buyer often has no awareness a problem is coming |
| Competitive exposure | High: any vendor watching the same public signal sees it too | Low: few vendors connect the event to the downstream problem |
| Example | A job listing for a role that’s stayed open for months with no headcount increase | A company hiring 20 new reps at once, before any ramp-time problem has surfaced |
Building a Target List From Symptoms and Catalysts
The starting input for either approach is the same diagnostic most reps already have on hand: a documented breakdown of the problems a product solves, the business impact of those problems, and their root causes. That breakdown is what a Problem Identification Chart is built to produce, and it’s the reference point for working backward to the symptoms and catalysts tied to each problem.
From there, two sources do most of the work. The first is a company’s own CRM: looking at the accounts that converted in the past and noting what had recently changed about them before they bought closes the loop between a real catalyst and a real outcome. The second is prompting an AI tool with the Problem Identification Chart’s content directly, asking it to generate a longer list of observable catalysts and symptoms tied to each problem and then testing which of those are realistically detectable from the outside, through a company website, LinkedIn, or a tool built to scan public data at scale.
The output is a prioritized list: accounts showing three or four catalysts at once go to the top, accounts showing one go further down, and the messaging gets built around the specific catalyst or symptom observed rather than a generic opener that could apply to anyone.
Reps building this muscle for the first time usually find the gap is in training the habit of checking for catalysts before writing off an account that shows no visible symptom.
This distinction, developed at length in Gap Prospecting by Keenan and Will Aitken, turns “who might need this” from a guess into a list of specific, checkable signals.
Frequently Asked Questions
What is the difference between a symptom and a catalyst in sales prospecting?
A symptom is visible, external evidence that a buyer already has a problem, such as a job posting that’s stayed open for months without a headcount increase. A catalyst is an event that increases the frequency or severity of a problem before any symptom is visible, such as a company hiring 20 new reps at once, which raises the odds of a ramp-time problem before anyone inside the company has noticed one.
Why would a company target catalysts instead of waiting for symptoms to appear?
Symptoms are public, which means any vendor watching the same signal sees the same opportunity at the same time. A catalyst targets an account before the problem has become visible, so there’s no competing outreach in the inbox yet and no internal narrative about the problem that a rep has to work against.
Where do reps find catalysts for a specific account?
Press releases, investor call transcripts, earnings reports, LinkedIn activity (hiring posts, leadership changes, role announcements), company websites, legislative changes affecting an industry, and analyst reports are the most common sources. Which specific catalysts matter depends on the problem the product solves.
How many catalysts should a rep track per account?
There’s no fixed number, but accounts showing multiple catalysts at once should be prioritized over accounts showing only one. A company that just hired aggressively and just lost a senior leader is showing two independent catalysts pointing toward elevated risk, which makes it a stronger target than a company showing either signal alone.
Can a company have a catalyst without a symptom?
Yes, and this is the main reason catalysts matter. A catalyst is often the earliest sign a problem is about to intensify, before it has produced any visible, public evidence. Waiting for a symptom to appear means waiting until the problem is already causing visible damage and other vendors can see it too.
What role does the Problem Identification Chart play in finding catalysts?
A Problem Identification Chart documents the specific problems a product solves, their business impact, and their root causes. That documentation is the reference point for working backward to the observable events and public signals, the catalysts and symptoms, that indicate an account is at risk for one of those problems.
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