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AI & SalesOctober 18, 2026 · 3 min read

B2B Buying Signals: What to Look for in an Industrial or Food Company

What a buying signal is, which ones work in industrial and food B2B, and how to use them in the first line of a message without sounding like a mass email.

David Argüello
Published by
David Argüello
CEO of Hurus AI · LinkedIn
Key points
  • A buying signal is an observable fact indicating that a company may need what you sell right now.
  • It works if it is verifiable, recent and connects to something you solve.
  • Company size on its own is not a signal.
  • You cite it in the first line of the message, without dressing it up as a coincidence.

A buying signal is an observable fact indicating that a company may need what you sell right now: it opens a line, changes its commercial leadership, attends a trade fair, receives a grant or publishes a tender. It works if it is verifiable, recent and tied to a problem you solve.

Why they matter

Writing to a company because it "fits" is half the job. The other half is when. A company that fits but has no open need does not respond. One that fits and has just made a move does.

That is why at Hurus we separate two questions: who fits (ultratargeting) and when they can talk (buying-moment detection).

Which signals work for a factory

  • Exhibits at a trade fair. Where to see it: Official exhibitor list. What it suggests: Looking for customers, distributors or suppliers now. How to open: Cite the fair and propose a meeting related to their goal
  • Change in commercial leadership. Where to see it: LinkedIn, trade press. What it suggests: Reviewing channels and suppliers. How to open: Congratulate them on the role and suggest a conversation about their plan
  • Expands the plant or opens a line. Where to see it: Local and trade press, public registries. What it suggests: Needs to place more volume. How to open: Ask how they plan to distribute it
  • Receives a grant or subsidy. Where to see it: Official gazettes. What it suggests: Has budget assigned to a project. How to open: Connect with the project's stated objective
  • Publishes a tender. Where to see it: Public procurement platforms. What it suggests: Has a concrete need and a deadline. How to open: Respond to that need, not with a catalog
  • Sales job postings. Where to see it: Job boards, LinkedIn. What it suggests: Wants to strengthen the sales team. How to open: Offer an alternative or a complement

The table is a working rule, with no conversion figures. Each company should validate which signals work in its sector.

Which signals don't work

  • Company size on its own. It is a fit filter, not a timing filter.
  • A website visit with no context. It doesn't tell you who they are or what they are looking for.
  • A job title unrelated to the problem. You reach someone who doesn't decide.
  • Any signal with no date or source. It is noise.

When a signal is ready to use: three checks

  • It is verifiable. You can point to where you saw it.
  • It is recent. The context is still current.
  • It connects to something you solve. Without that link, it is just a data point.

How to use it when you write

The signal goes in the first line and you state it plainly. You don't dress it up as a coincidence. For example: "I saw you're at SIAL; if you're looking for a distributor in France, I can help you prioritize candidates." The recipient understands why you are writing now and can decide with judgment.

That is a conversation with context. The difference from a mass email is that someone looked first.

Frequently asked questions

What is a buying signal?

An observable fact indicating that a company may need what you sell right now. Examples: it opens a line or a facility, changes its commercial leadership, attends a trade fair, receives a grant or publishes a tender. A signal works if it is verifiable, recent and tied to a problem you solve.

Which signals don't work?

Those that don't change the buying decision: company size on its own, a website visit with no further context or a job title unrelated to the problem. A signal with no date or source is noise. Discard it before writing to anyone.

How do you use a signal when reaching out?

You cite it in the first line and connect it to what you offer. You don't dress it up as a coincidence. For example: "I saw you're at SIAL; if you're looking for a distributor in France, I can help you prioritize candidates." That context is what sets human outreach apart from a mass email.

This article is based on working judgment, with no external statistics.

Full guide: B2B prospecting for food and beverage manufacturers: 2026 guide

Last reviewed: October 18, 2026.

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