A signal earns the right to become a message
Score each signal for fit, freshness, source quality and relevance before writing. Then wait, reach out now or disqualify, and pass the research to the rep.
Key takeaways
- A signal is a dated, sourced fact about an account, such as a job posting or a leadership change, that gives a message a reason to exist now.
- Every signal is scored on four checks before anything is written: fit, freshness, source quality and relevance to the problem you solve.
- Each scored signal gets one of three outcomes: wait for stronger context, reach out now, or disqualify the account from the motion.
- The research travels with the lead, so a positive reply reaches the rep as a brief with the trigger, the source, what the buyer said and a recommended opening.
Email an account only when a current, verifiable signal gives the message a reason to exist, and score that signal before anyone drafts a word. The four checks are fit, freshness, source quality and relevance; the three outcomes are wait, reach out now, or disqualify. The rest of this part is how to run that decision every day without it turning into guesswork.
What counts as a signal for cold outreach?
A signal is a dated fact about an account, from a source you can link to, that changes what the buyer is likely to care about this quarter. If you sell software that sales teams buy, the useful ones are concrete:
- Job postings. Two new account executive roles mean a ramp problem is coming.
- Leadership change. A new head of sales in the first 90 days is rebuilding the process and the stack.
- Company news. A funding round, a new market or a product launch changes targets and headcount plans.
- The leader's own posts. What they say publicly about their team is their framing, in their words.
- Your own CRM. A past conversation, a closed-lost reason, or a champion who moved companies.
A signal is not a firmographic. Headcount, industry and persona put the account into a campaign cell, as part 8 describes. The signal decides the moment.
How do you score a signal before writing the email?
- Websitecompany context
- Leader's poststheir own view
- Company newsannouncements
- Industry newsmarket context
- Job postingsoperating change
- CRM + verificationhistory, eligibility
- Fit51 to 200 people, logistics software, head of sales in scope
- FreshnessTwo account executive roles, posted six days ago
- Source qualityNorthwind's own careers page, link and date kept
- RelevanceTwo new reps in one quarter: ramp time is the problem you solve
- WaitMonitor for stronger context
- Reach out nowPromote to a draft
- DisqualifyStale, unsupported or out of scope
Hi Dana,
I saw Northwind posted two account executive roles last week. Adding two reps in one quarter usually puts the pressure on how fast they reach a first closed deal.
We help software sales teams shorten that ramp. Would a short conversation next week be useful? If this sits with someone else, a pointer would be appreciated.
- WhoDana Reyes, head of sales · Northwind · 51 to 200 people · logistics software
- Trigger + sourceTwo account executive postings · careers page · link and date retained
- What she saidOpen to a call in early November. No budget, timeline or tool change stated, none inferred
- Message + threadHiring angle · first touch · no other active sequence · full thread in the CRM
- Recommended openingConfirm timing, then ask how she plans to ramp the two new hires
Every candidate signal goes through the same four checks. A signal that fails any one of them does not reach a draft.
| Check | The question | It fails when |
|---|---|---|
| Fit | Is the account in an active cell, and is this the persona who owns the problem? | Wrong band or persona, an existing customer, an open deal |
| Freshness | Is it recent enough that the buyer still feels it? | The posting closed, the news is months old, the date is unknown |
| Source quality | Can you link to it, and is the source the company or a credible publisher? | An unattributed aggregator, a rumor, an enrichment field with no date |
| Relevance | Does it connect to the problem you solve, in one sentence the buyer would agree with? | The link takes two leaps of logic, or it is flattery with no point |
The three outcomes follow from the checks. Wait when the fit is right but the signal is thin: keep watching the account for something stronger. Reach out now when all four pass: promote the signal to a draft. Disqualify when the signal is stale, unsupported or out of scope: remove the account from this motion and log the reason, so nobody rediscovers it next month.
How do you know which signals are worth acting on?
Treat signal types the way part 8 treats cells. Tag every send with the signal type and its age, and read positive replies per signal type inside each cell. In one cell a job posting will out-pull a funding announcement; in another the leader's own post will. The weight each check carries should move with that evidence, not with what sounds clever in a planning meeting. Review the disqualified pile as well. A reason that keeps recurring, such as enrichment records with no date, usually points at a data source to fix, not at accounts to give up on.
What does a signal-backed email look like?
The draft in the figure is short on purpose. The first line names the signal. The second connects it to one problem. The ask is small and gives Dana an easy way to point elsewhere. It claims nothing the careers page does not support, and it invents no urgency.
The goal is not to manufacture urgency. It is to give each message an evidence-based reason to exist.
Relevance is the gap most outreach falls into. Hunter's State of Email Outreach 2026 found that 61% of decision makers cite irrelevance as a reason cold emails fail, and 65% say they feel too sales-focused. Personalization tokens help a little: the same report, built on 31 million emails sent in 2025, found two custom attributes lifted the reply rate to 5.6% from 3.6% with none. But a first name is a token. A dated job posting is a reason.
Mailbox providers explain why this matters beyond the reply. Google's sender guidelines warn that people who did not sign up for your mail may mark it as spam. A cold email has no sign-up behind it, so a specific, sourced reason is the main thing that keeps it from being read that way.
What does the rep get when the buyer replies?
Research that stays in the outreach tool is wasted at the moment it matters most. A qualified reply should reach the rep with the evidence trail, the exact cell and message version, and a recommendation, not just a contact record. The brief in the figure carries three things:
- The decision basis: the signal, its source, its date and why it passed fit.
- The conversation record: the cell, the message versions, the cadence step and the full thread.
- The rep's context: what the buyer said, what is still unknown, and the next move.
"What is still unknown" matters as much as what is known. Dana said she is open to a call in early November. She did not mention budget, a timeline or a tool change, and the brief does not infer one. A rep who walks in believing a guess is worse off than one who walks in with a clear question. The reply itself is handled in part 14, and the same discipline of typed, sourced signals runs through every call afterwards in After the meeting, part 2.
Who this is not for. If your whole market is a few hundred accounts your reps already know personally, a scoring layer is overhead; the reps are the signal layer. It earns its keep when the pool is thousands of accounts and one person cannot watch them all.
Next in the series
Part 10, Learn which message earns the conversation, splits the email itself into an opening, a value line and an ask, and shows how to score each one without blaming it for another's weakness.
Common questions
- How fresh does a signal need to be for a cold email?
- Set a window per signal type and test it inside the cell. A job posting is fresh while it is open; a funding round or a leadership change is strongest in its first weeks; a product launch can stay relevant for a quarter. Log the signal's age on every send, and the reply data will show where each window should end.
- Is signal-based outreach the same as personalization?
- No. Personalization inserts facts about the person, such as a name, a title or a company. A signal is a reason to write now. Hunter's 2026 report found two custom attributes lifted reply rates to 5.6% from 3.6%, yet 61% of decision makers still cite irrelevance as a reason cold emails fail. Relevance comes from the signal, not the tokens.
- Can an AI agent find and score signals on its own?
- It can find, date, source and pre-score them, and draft from the ones that pass. The thresholds, the freshness windows and the decision to send stay with a person, because a wrong inference in a first email costs the account and the domain's reputation, not only one reply.
Sources
Written by Jared Hawkins-Young from the system he builds and runs. Diagrams are drawn from the same specs as the software. Published October 8, 2026. Illustrative numbers are labelled as such; every other figure carries its source.