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01Detection

Everywhere else, the question isHow can we send 1,000 more emails?

Which 20 companies should we contact today?

It reads the public record, argues both sides, and hands you the twenty worth your morning.

01Detection fieldShortlist20
NORTHWIND FREIGHT915src

ResolvedScore / src

  1. 01Northwind Freight915
  2. 02Calder & Boyle884
  3. 03Ostrow Dental Group846
  4. 04Brightsea Marine793
  5. 05Harlow Interiors764
  6. + 15 more, ranked below

Twenty are here because four or five separate signals landed on the same account inside one quarter.

HiringNew locationAd spendLeadershipResolved account
3,392 companies you should not contact todayIllustrative record — sample data
  • No lead database
  • No warm-up farm
  • No volume targets

02The core belief

The biggest problem isn’t volume. The biggest problem is targeting.

The industry has spent a decade fixing the wrong half of it.

02Probability of purchase, across one candidate universe

Probability of purchase

Today’s twentyWhat volume outbound assumes

3,412 companies, ranked by evidence →

Band widened to be visible

Most companies are not buying anything todayIllustrative — the shape of the assumption, not measured data

What most companies reach for

  • More leads
  • More emails
  • More inboxes
  • More automation
  • More volume

We believe this assumption is wrong.

Only a few are evaluating a purchase today — and that leaves traces: in filings, in hiring, in what a company suddenly started paying for.

02Measured — reply rate with and without trackingCost−41%
No open or click tracking
7.4%
With tracking
4.4%
3 points — 41% of the replies, given up to measure something

Reply rates across 31 million emails. Hunter. Not an Arvyn measurement — we have none to show.

If those 20 companies are significantly more qualified than random prospects, we win.
Arvyn — internal product vision
Why volume stopped working

03How a decision gets made

Six moves, and you take part in one of them.

Everything before the shortlist is machine work. Everything after it is a conversation.

03The channel, end to endOut20
  1. 03.1Detect3,412 in
  2. 03.2Gather
  3. 03.3Deliberate
  4. 03.4Rank20 out
  5. 03.5Reach out
  6. 03.6Learn

MachineYoursYou approve the list. You do not build it, and you do not sift it.

Five of the six happen without youTaper illustrative; only the endpoints are figures

04Detect & gather

A buying window never announces itself. It leaves a trail.

One at a time, over weeks, from sources that have nothing to do with each other.

04Buying window — Northwind FreightOpens26 Jul
Hiring
Technology
Leadership
The case
JunJulAugOpens

18 May — 16 Aug · 90 days

Window opens 26 Jul — three independent source classes agreeing, at least two of them strong.

Illustrative record — Northwind Freight is fictional, followed end to end across this page.

Three sources, eight signals

HiringCareer pages and job posts

  • Head of Revenue Operations opened2 Jun
  • Two SDR roles added14 Jul
  • Sales role reposted at a higher band3 Aug

TechnologyWhat the site is running

  • No CRM detected behind the contact form24 May
  • Marketing site rebuilt28 Jun
  • Paid search live in two new regions26 Jul

LeadershipThe officers register

  • Third depot lease registered19 Jun
  • New managing director appointed7 Aug

Weak signals are kept. One that never strengthens is exactly how an account comes off the list again.

How a window opens, and closes

05Gather

Every claim carries the source it came from.

No page, no filing, no public record — no claim. What survives keeps its URL and its date.

Account
Northwind Freight
Records
5
Sources
5 of 5 distinct
Newest
2026-08-12
05Case file — Northwind FreightSourced5/5
  1. HiringEV-4417

    Northwind Freight is building a revenue team from nothing.

    Strong88%
  2. DemandEV-4423

    They began buying search ads in two regions they did not serve.

    Strong83%
  3. LeadershipEV-4431

    A new managing director filed nine days ago.

    Strong79%
  4. TechnologyEV-4419

    Nothing is routing the inbound they are paying for.

    Moderate71%
  5. BudgetEV-4436

    Nothing shows that budget has been approved.

    Weak34%
18 May16 Aug

Whole register re-observed inside 5 days — the case is live, not archived

EV-4436 argues against the conclusion and stays in the register anyway.

What counts as evidence

06Deliberate

Before it commits, the engine argues against itself.

A qualifier makes the case. An adversary attacks its weakest link. The transcript is kept.

  1. ProposeA qualifier states the case from the evidence.
  2. ChallengeAn adversary attacks the weakest link in it.
  3. ReviseThe case is rewritten, or dropped.
06Deliberation — Northwind FreightConfidence91%

Qualify Northwind Freight for outreach this week?

  1. ProposeQualifier

    Two SDR roles, a Head of Revenue Operations and paid search in two new regions, all inside one quarter. A company hiring to sell more is a company that will buy help selling more.

  2. ChallengeAdversary

    Hiring proves intent to grow, not intent to buy. There is no tender, no procurement notice and no budget signal anywhere in the record.

  3. ReviseQualifier

    Conceded on budget. The case now rests on the managing director who filed nine days ago, because a change of operator is when supplier arrangements get reopened.

  4. ChallengeAdversary

    Then the window is narrow and a generic pitch wastes it. Anything sent has to name the depot expansion or it reads like every other cold email they got this week.

  5. RulingArbiter

    Qualify, but time-box it. Contact inside seven days, lead with the depot expansion, and drop the account if the first thread goes quiet.

VerdictContact within 7 days — open on the depot expansionqualified
91%

A 91 out of 100 is not something you can argue with. A transcript is.

Propose, challenge, revise

07Tools vs. decisions

Traditional outbound software provides tools. Arvyn provides decisions.

Struck through is what your stack hands you instead of an answer.

07Decision ledgerAnswered6/6
“Who should I contact?”
A filter and 40,000 rows

The twenty carrying the most live evidence, ranked, with the reasoning attached.

Nexus
“What should I say?”
A template library

Whatever the record says — the filing, the job post, the rebuild.

Nexus
“When should I send?”
A schedule you set

Inside the working window for that region and that role. Never 3am, never Sunday.

Nexus
“Should I follow up?”
A four-step sequence

By what the thread actually did — a reply, a bounce, silence — not by a timer.

Nexus
“What went wrong?”
An open-rate chart

A hypothesis, its evidence, and the next experiment — with its metric set before it starts.

Nexus
“What do I need to know before this call?”
A browser tab

A sourced dossier, then a room where you can rehearse the call against it.

Scout → Sonar

08Three products, one record

Nexus decides. Scout reads. Sonar listens.

Each one consumes what the last produced. The record is the thing that travels.

08.4What actually travels

So the first time you hear the hard objection is not the first time it matters.

DossierScout
  • Fleet grew from 14 to 22 vehicles

    Operator licence
  • MD arrived from a competitor 9 days ago

    Companies register
  • Two depots opened outside the coverage map

    Lease filings
3 of 34 claims, every one sourced
Practice roomSonar
  • Buyer

    We already have someone handling this.

  • Prompt

    Ask what changed when the new MD arrived. That contract predates them.

Rehearsal only: nothing sent, nothing recorded
Sonar on the live call

09What you are actually buying

The customer’s job should not be running outbound.The customer’s job should be closing deals.

The finding, the reading, the arguing, the writing, the timing, the follow-up — autonomous. You keep the conversations.

  1. Connect your website
  2. Wait
  3. Receive today's twenty
  4. Approve
  5. Launch