The Candidate DM Masterclass

The best people never apply. They're busy doing the work. How to find them, write to them, and get the call.

Finding People Who Never Apply

Seven ways to find them, step by step.

Search the words people who do the work write
Write down the 3 things the hire will do in year one. Turn each into the words a person writes about their own job: "month-end close", not "accounting". Search 2 of those phrases plus the city. Read results 1 to 30, then swap in the third phrase and run it again. With more than 3 quoted terms you usually get nothing back.
Google · copy and change the words
```
site:linkedin.com/in "month-end close" "NetSuite" "Denver"
site:linkedin.com/in "on-call" "Kubernetes" "Austin"
site:linkedin.com/in "outpatient orthopedic" "physical therapist" "Raleigh"
site:linkedin.com/in "renewals" "churn" "Chicago"
```
Mine the company blogs and case studies
List 5 companies that do the work you need. Search their sites for the topic. Engineering blogs, customer stories and press releases name the people who did the work. Look each name up on LinkedIn.
Google
```
site:[company].com "[topic]" blog
site:[company].com "case study" "[topic]"
```
Pull the speaker lists
Conference, meetup and webinar pages list every speaker with their employer. People who present the work tend to lead it. Last year's list is as good as this year's.
Google
```
"[topic]" conference speakers 2025
"[topic]" meetup "[city]" speakers
```
Check the licence and certificate registries
For licensed roles, the public registry confirms the licence and usually the city. Texas engineers: the Texas Board of Professional Engineers search. Solar: the NABCEP certified professional directory. Salesforce: Salesforce's credential verification. Nurses: the state board of nursing lookup. Use them to confirm a licence. They aren't contact lists.
Open your ATS before LinkedIn
Filter for people who reached the final round in the last 24 months and were turned down only because the role was filled. Add people who withdrew because of timing. They already know you, and they won't apply again on their own.
Ask the people who say no
A busy person who turns you down knows other busy people doing the same work. Ask once, right after the no.
Message
```
Thanks for the straight answer. Who's the best [role] you've worked with? I'll only mention your name if you say I can.
```
Follow the teams that shrank
When a company cuts a team, the strongest people are usually kept and then get messaged by nobody. Search for people who are still at that company, in that function, 2+ years in. Write after the news settles, and never mention it.

Read a profile in 60 seconds

Look at	Keep if	Skip if
Experience bullets	A number: team size, budget, accounts, volume	Only skill words
Roles at one company	2+ roles stacked under one company logo, which means promoted	3 jobs in 3 years with no reason given
Time in current role	18 months to 6 years	Under 12 months
Recommendations	From a manager, naming a project	Only from peers, all about attitude
Location	Within 45 minutes, or remote in your country	Would need to move and the role won't pay for it

Ask Claude

I'm hiring a [role] in [city], pay [range].
In year one they will: [task 1], [task 2], [task 3].
Find people doing this work now who aren't looking: 18 months to 6 years in their job, ideally promoted where they are.
Search by the work, under every title it hides behind, in towns within 45 minutes.
For each person: quote the job line that proves the work, and one specific thing they did that I can mention.

First Lines About Their Work

Three lines. The first one is about them.

The 3-line message

LINE 1

One fact from their work.Something they built, ran, fixed or grew. Specific enough that it couldn't go to anyone else.

LINE 2

The role, the place, the pay range.Busy people decide in 10 seconds. The range is the first thing they look for.

LINE 3

A 15-minute ask with two times.Small, dated, easy to say yes to.

Where to find line 1, in this order

Experience bullets with a number
"Cut month-end close from 10 days to 6." Use the number as they wrote it.
Recommendations they received
Managers name the project ("Emma rebuilt our tax reporting"). Nobody else will mention it.
The Featured section
Talks, write-ups, launches they chose to show off.
Their company's news about their team
A launch or opening their team owned. Name the work, not the press release.

Rewrites

Role	Generic	About their work
SRE	I came across your impressive profile.	You moved the billing service to Kubernetes with no downtime.
Tax Manager	Your background is a great fit.	You run the sales-tax filings for 14 states at a 300-person retailer.
Physical Therapist	We have an exciting opportunity.	You built the post-op knee program at your clinic.
Supply Chain Planner	Are you open to new opportunities?	You plan inventory for 2,000 parts across three warehouses.
Solutions Architect	I'd love to pick your brain.	Your talk on moving a bank's data to the cloud was the clearest one I've found.
Clinical Research Coord.	Hope this finds you well.	You ran enrolment for two cardiology trials at the same time.

Full message · made-up example

Hi Emma, you run the sales-tax filings for 14 states at a 300-person retailer.
A consumer brand in Denver needs a Tax Manager to own the same work, hybrid 2 days, $130K to $150K.
Worth 15 minutes on Tuesday at 12:30 or Thursday at 5?

Full message · made-up example

Hi James, you built the post-op knee program at your clinic.
An orthopaedic group in Raleigh is opening a sports clinic and wants someone to build it, $95K to $110K, no weekends.
Free for 15 minutes Wednesday at 7:30am or 6pm?

Email subject lines

your knee program14 states of sales taxtax manager, denvera clinic to build in raleigh15 min this week?

Never write

Saw you…I noticed…Impressive profileExciting opportunityFast-pacedRockstarQuick chat?Hope this finds you well

Ask Claude

Write a 3-line first message to [name] for a [role] in [city], pay [range], [work setup].
Line 1: one fact from their work history, specific to them. Use only what's on their profile.
Line 2: the role, the place and the pay range.
Line 3: ask for 15 minutes and offer two times: [time 1], [time 2].
Under 60 words. No compliments. Never start with "Saw", "Noticed" or "I came across".

Let Claude find the people who never apply.

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Personal, Never Creepy

Mention what they published for work. Nothing else.

Mention	Never mention
A project on their profile	Layoffs at their company
A talk, post or paper they wrote	Their manager leaving
A launch their team announced	Their equity or vesting date
A promotion they posted	A guess at their salary
A licence or certificate	Family, photos, health, visa
An award their employer gave them	Anything from their personal social accounts

Three checks before you send

Did they publish it for work?

If not, leave it out.

Would they mind their manager reading it?

If yes, rewrite it.

Is it from the last 2 years?

Older than that reads like you dug.

Company news decides when you write

A layoff, a new boss, a vesting date: these are good reasons to message this week. Never put them in the message.

Personal email first

A note about a new job shouldn't land where their employer can read it.

Answering "Not Now"

Most replies from busy people are a "not yet". Answer each one in one or two lines.

I'm not looking.Not a no to the role.

Most people I place weren't. What would have to be true for a move to be worth 15 minutes?

I'm happy where I am.Ask about the work, not the job.

Good to hear. If you could change one thing about the work you do now, what would it be?

What's the pay?Give it straight.

$[low] to $[high] base, plus [bonus/equity]. Is that in the range that would make a call worth it?

Send me the job description.Send it, plus the part the ad leaves out.

Here it is: [link]. What the ad doesn't say: [team size, who they'd report to, the first project]. Happy to fill in the rest on a 15-minute call.

Who's the company?Tell them, unless the client said no.

It's [company]. If I can't name them yet: a [size] [industry] company in [city], growing the [team] team from [x] to [y].

Maybe in a few months.Get a date.

Fair. What happens in a few months: a bonus, a project ending, a review? I'll write again just after.

That's too junior for me.Ask what level fits, then ask who they know.

Thanks for saying so. What level would be worth a look? And is there someone on your team ready for this step?

Not interested.A real no. Thank them and stop.

Understood, thanks for replying. I won't follow up on this one.

Stop when

They say no twiceThey ask you to stop4 messages, no replyThey've just started a new job

Ask Claude

Here's a candidate's reply: "[paste reply]".
The role: [role], [city], [range]. Write my answer in two lines or less.
Don't argue and don't sell. Ask one question that tells me what would make them move, or when to write again.

Booking the 15-Minute Call

Two times, their choice of phone or video, a calendar invite within the hour.

When they say "sure, tell me more"

Great. 15 minutes, phone or video, your call.
Tuesday 12:30 or Thursday 5:00? Or send me a time that's easier.

Calendar invite, 3 lines

[Your name] · [role] at [company or "a company in city"]
15 minutes on what you'd want next, and whether this role is close.
I'll call you on [number]. Reply here to move it.

The 15 minutes

0 to 2Why them

The work you read about.

2 to 6Their side

What would make a move worth it.

6 to 11The role

The work, the team, the range.

11 to 14Their questions

Answer straight. "I'll find out" is fine.

14 to 15Next step

A date, before you hang up.

5 questions that work with busy people

What's the best part of your job right now?

Tells you what they won't give up.

What would you change if you could?

The reason they'd move.

What does your next step look like where you are?

If there isn't one, that's your opening.

What would the money have to be?

Ask now, not at offer stage.

Who else would need to agree?

Partner, family, a visa. Find out early.

They didn't show up

Looks like today got busy. Want to try Thursday at 5 or Friday at 12:30?

Reschedule onceSecond no-show: park them for 60 days

Follow-ups That Don't Nag

Every follow-up adds one new thing. Never "just following up".

DAY 0First message

The 3-line message from chapter 02.

DAY 3 · SAME CHANNELOne new fact about the role

One more thing on the Tax Manager role: you'd report to the CFO, who ran tax at two retailers before this. Still worth 15 minutes?

DAY 7 · OTHER CHANNELSwitch to email or LinkedIn

Hi Emma, I wrote on LinkedIn last week, in case email is easier. Tax Manager in Denver, $130K to $150K, hybrid 2 days. Free for 15 minutes this week?

DAY 14 · CLOSE THE LOOPMake it easy to say no

I'll stop here so I'm not filling your inbox. If the timing changes, reply any time and I'll tell you what's open.

DAY 60 · NEW REASONOnly with something new

Hi Emma, a different one this time: [new role], [city], [range]. Closer to [what they said they'd want]?

Rules

Max 4 messages in 3 weeksStop on any replyEach one shorter than the lastWeekday mornings or early evening

Never write

Just following upBumping thisDid you see my last message?Circling backLast chance

Ask Claude

Here's the first message I sent [name]: "[paste]". No reply.
Write follow-ups for day 3, day 7 (on [other channel]) and day 14.
Each one adds one new fact I give you here: [team, manager, first project, pay detail].
Each shorter than the last. Never "just following up" or "bumping this".

Do it inside Claude

Free account

Start a trial at The Cognitive.

Add to Claude

Settings → Connectors → Add custom connector. Paste https://app.thecognitive.io/mcp

Use the "Ask Claude" boxes

Claude searches for the people, reads their work history and writes the messages. Each person shown costs 1 credit, once. An email costs 4.

MOCK EXAMPLE · PEOPLE AND COMPANIES ARE MADE UP

Emma C. · Senior Tax AnalystRetailer, 300 people · Denver · 4 yrs, promoted once · not open to work

"Own monthly sales-tax filings across 14 states" (current job)
Led the move of tax reporting into NetSuite (previous title, same company)

First line Claude wrote

You run the sales-tax filings for 14 states at a 300-person retailer.

Find them. Write to them. Book the call.

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