Recommendation engine
In development

It reads the signals. Then it writes the email.

Segmentation tells you who to send to. AeroCampaign’s engine goes the step nobody automated: it decides what each group should actually read, grounds it in what is moving in their industry, and drafts the copy for your review.

Try it

Same campaign, three contacts, three emails

Each of these contacts is on the same list and would receive the same message from a conventional platform. Switch between them to see what the engine does with their history instead.

Signals read
Opens, last 30d
9 of 11
Pricing page clicks
4
Recency
2 days ago
CRM stage
Evaluation
Industry context
Freight & logistics

Diesel surcharges down 6% QoQ — cost-per-load is the sector's live conversation.

Cohort assigned
High intent · evaluating
Generated for Dana
confidence 0.91send Tue 07:40 local
Subject
Dana — the cost-per-load math, on Northsea's numbers
Two minutes, no call required.

You've been back to the pricing page four times this month, so I'll skip the pitch and go straight to the arithmetic.

At Northsea's volume, the difference between bundled sending and sending at cost is roughly $18,400 a year. With surcharges easing 6% this quarter, that's margin you can actually keep.

I've put the breakdown on one page — no call needed.

Why this copy
Repeat pricing-page visitsEvaluation stage in CRMSector cost pressure easing
Illustration with sample data. Every generated variant is editable, and nothing sends without your approval.
Inputs

What counts as a signal

Nothing here requires new instrumentation. These are the events an email platform already records, read properly instead of reduced to an open rate.

Behavioural

What the contact has actually done, weighted by recency.

Open history
Rate and streak over rolling windows
Click topology
Which links, in what order, how deep
Cadence response
Engagement change as frequency changes
Dwell between touches
Time from send to first interaction

Contextual

Who the contact is and how they arrived.

List provenance
The form, import, or campaign of origin
Firmographics
Company size, sector, geography
CRM stage
Pipeline position where a CRM is connected
Declared preferences
Topics and frequency the contact chose

Environmental

What is happening in the contact's market, not yours.

Sector momentum
Direction of travel in their industry
Seasonal demand
Where they are in their buying year
Peer benchmarks
How similar companies are behaving
Topic salience
What their sector is talking about now
Resolution

Personalization has a cost. Spend it where it pays.

Generating a unique email for every contact on a 200,000-person list is possible and almost always wasteful. The engine chooses its resolution per segment based on how much signal it actually has.

01

Cohort

Tens to thousands of contacts

The default. Contacts cluster on behaviour, and each cluster gets its own subject line, preview text, and body. Cheap to generate, easy to review, and the bulk of the lift.

02

Micro-cohort

Dozens of contacts

Where a cohort splits on a meaningful secondary signal — sector, lifecycle stage, or a specific click path — the engine forks a variant rather than averaging across the difference.

03

Individual

One contact

Reserved for contacts whose signal history is strong enough to justify it: high-value, high-intent, or high churn risk. The engine writes to that person's actual history rather than to a segment average.

Guardrails

An engine that proposes, not one that publishes

Nothing sends unreviewed

Generated variants land as drafts against their cohort. You approve, edit, or discard — the engine proposes, you ship.

Every variant is attributable

Each generated variant carries the signals that produced it, so a lift or a flop is traceable to a reason rather than a vibe.

Personalization respects suppression

The engine writes against the same suppression set the sender enforces. A suppressed address is never a cohort member.

See what your own list looks like segmented.

Connect a provider, import a list, and let the engine show you the cohorts hiding inside it.

No credit card. Bring your own SendGrid or Amazon SES account.