Technology buying signals: systems changing, renewing or failing
Updated By the SalesOne research team5 min read
The short answer
A technology buying signal is dated evidence that a company is changing, renewing or struggling with its systems: a system replacement, a tool reaching end of support or renewal, a website relaunch, or a security breach or outage. Each forces a decision about adjacent tools and partners, and the windows run from 120 to 365 days.
What are technology buying signals?
A technology signal is a dated change in a company’s systems. When a core system changes, everything connected to it is reviewed: integrations, data, services and the tools around it. When a system fails in public, security and resilience budgets move.
This differs from a static technographic list. Knowing a company uses a tool says little about timing. Knowing it is replacing that tool, or that the tool reaches end of support next year, gives you a date.
What counts as a technology signal?
4 events count as technology signals in SalesOne’s library. Each one counts only when you can date it, point to the evidence and place it inside its window.
| Signal | Example | Counts as a signal for | Where it is found |
|---|---|---|---|
| System replacement | Moving to a new ERP | 0–180 days | Open web |
| Tool being retired or renewing | Current platform reaching end of support | 0–365 days | Paid data |
| Website relaunch | Relaunched website and brand | 0–120 days | Open web |
| Security breach or outage | Disclosed a data breach | 0–180 days | Open web |
1. System replacement
The company adopts or replaces a core system, such as an ERP or CRM. Projects like this pull in partners, data work and adjacent tools.
- Why it predicts buying: A system replacement, such as a new ERP or CRM, pulls in implementation partners, data work, integrations and adjacent tools, usually over several quarters.
- Where to find it: Job posts naming the system being adopted or replaced, partner and vendor case-study announcements, and the company’s own news.
- Counts as a signal for: 0–180 days after the event.
- Evidence type: Open web: job posts, news and press, company website.
- Example: Moving to a new ERP.
- Does not count: A job post that lists a system as nice-to-have experience with no change planned.
2. Tool being retired or renewing
A tool the company uses reaches end of support or comes up for renewal. A forced decision date makes a switch easier to discuss.
- Why it predicts buying: A tool reaching end of support or a contract renewal forces a decision on a known date. That makes switching easier to raise.
- Where to find it: Mostly from technology-usage data, which comes from data providers. Vendors’ end-of-life notices are public and give the date once you know which tool the company runs.
- Counts as a signal for: 0–365 days after the event.
- Evidence type: Paid data: data providers.
- Example: Current platform reaching end of support.
- Does not count: A renewal you cannot date.
3. Website relaunch
The company launches a new website or brand online. Relaunches often come with new marketing tools and a new team.
- Why it predicts buying: A new website or online brand often comes with a new marketing team, new tools and a fresh budget, and it exposes gaps the old site hid.
- Where to find it: The company’s own site and newsroom; comparing the current site with archived versions shows when it changed.
- Counts as a signal for: 0–120 days after the event.
- Evidence type: Open web: company website.
- Example: Relaunched website and brand.
- Does not count: A small design refresh with the same structure and tools.
4. Security breach or outage
The company discloses a breach or suffers a public outage. Security, resilience and vendor reviews usually follow.
- Why it predicts buying: A disclosed breach or a public outage triggers security reviews, vendor assessments and resilience spending, often with board attention.
- Where to find it: Breach disclosures and outage reports in the news. US public companies must disclose material cybersecurity incidents on Form 8-K Item 1.05, and health-data breaches of 500 or more people appear on the HHS breach portal.
- Counts as a signal for: 0–180 days after the event.
- Evidence type: Open web: news and press.
- Example: Disclosed a data breach.
- Does not count: A breach at one of the company’s vendors that did not affect it.
How long does a technology signal stay useful?
Technology windows follow the project. A website relaunch runs 120 days, a system replacement or a security incident 180 days, and a tool being retired or renewing up to 365 days, because the decision date can sit months ahead of the switch.
- System replacement: 0–180 days after the event.
- Tool being retired or renewing: 0–365 days after the event.
- Website relaunch: 0–120 days after the event.
- Security breach or outage: 0–180 days after the event.
Outreach lands best early in the window.
How do you act on a technology signal?
Technology projects move in phases: selection, implementation, then clean-up. A system replacement is most open to adjacent tools early, while a security incident opens budget quickly and then closes.
- Name the system and the phase, and offer what that phase needs.
- For a renewal, reach out well before the date. The decision is usually made months ahead.
- After a security incident, be careful and factual. Never use the incident as a scare tactic.
What mistakes should you avoid with technology signals?
- Treating a static list of installed tools as a timing signal.
- Contacting a company about its breach in a way that reads as exploiting it.
- Assuming technology data is complete. A tool missing from the data does not mean the company does not use it.
- Pitching during the go-live month, when the team has no time.