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In B2B, email isn’t a direct sales channel - it’s a way to guide a decision. That decision is typically made over time, ...
07/05/2026

In B2B, email isn’t a direct sales channel - it’s a way to guide a decision. That decision is typically made over time, by multiple stakeholders, and always involves risk. So the core question isn’t “do we like it or not,” but whether the need for the product or service can be justified internally, whether it’s safe to implement, and what outcome to expect.

That’s exactly what trigger-based journeys are built for. Not as a sequence of emails, but as a behavior-driven сценарий that reflects the stage of interest. A user downloads a resource, returns to the site, explores the product - the system doesn’t just log these actions, it adapts the next step. First comes value explanation, then case studies, followed by comparison and objection handling, and only then a move toward contact. The scenario always matches the buyer’s decision stage - without pressure, just the right information at the right time.

Email is the core channel, but not the only one. In B2B, just like in B2C, cascade logic is used: if an email isn’t opened, the message shifts to a messenger; if needed, to SMS.

This isn’t about pushing harder - it’s about being present in the moment. You reach the client where it’s most convenient for them and continue the conversation there. A separate focus is “stalled” leads. In B2B, that rarely means lack of interest. More often, it’s uncertainty or a postponed decision. And another product email won’t fix that. What works is reframing the problem the client is trying to solve - shifting the conversation to risks, the cost of delay, and moving toward a real dialogue.

In the end, B2B journeys aren’t about campaigns. They’re a managed system that helps the client reach a decision through logic, relevant arguments, and reduced uncertainty.

CRM is in place. Campaigns are going out. The database is growing. But revenue isn’t.What’s going on? The issue isn’t th...
30/04/2026

CRM is in place. Campaigns are going out. The database is growing. But revenue isn’t.

What’s going on? The issue isn’t the tool - it’s that for most companies, CRM is just a set of disconnected actions and a “graveyard” of contacts.

When CRM boils down to “let’s send a promo every now and then,” it won’t generate revenue. Because email is a channel, not a strategy. And the customer journey doesn’t build itself.

Where the money is lost:
🔻 CRM is treated as just mass emails, with no logic or scenarios
🔻 no post-purchase communication
🔻 dormant customers are simply written off
🔻 everyone gets the same messages
🔻 instead of a system, it’s a set of unconnected tactics
🔻 success is measured by opens, not revenue
🔻 there’s no clear next step in the communication

As a result, customers drop out of the funnel - and you keep paying to acquire them again.

Meanwhile, your existing customer base is the most underrated growth lever. It’s far more cost-effective to grow revenue from it than to constantly chase new leads.

CRM starts driving revenue only when it operates as a system - one that responds to behavior, guides the customer, and brings them back.

We reviewed A Literature Review of Personalized LLM for Email Generation and Automation (32 studies from 2021–2025) — he...
24/04/2026

We reviewed A Literature Review of Personalized LLM for Email Generation and Automation (32 studies from 2021–2025) — here’s what matters 👇

Email as a channel isn’t changing. The way we work with it is.

Emails are no longer templates with placeholders. They’re messages assembled in real time for a specific person. Not “pick a segment — send,” but “trigger happens — context is evaluated — message is generated — sent.”

Traditionally, marketing focused on the last action. Take an abandoned cart. The trigger is clear, but the reason isn’t — distraction, price concerns, comparison. Yet everyone gets the same email.

With LLMs, systems start factoring in behavior, history, and past engagement. Based on that, they form a hypothesis about what matters to the user right now — and generate the message accordingly.

This isn’t mind reading — it’s probabilistic modeling. But it’s far more precise than one-size-fits-all campaigns.

The foundation doesn’t go away: CDPs, triggers, segmentation all stay. What changes is the top layer — fixed copy is replaced by dynamic content generation.

✍️ What this means in practice:
— segmentation no longer needs to scale manually
— one trigger leads to multiple communication paths
— content becomes dynamic by default

And no, copywriting isn’t going anywhere. It’s evolving. The role shifts from writing individual emails to designing the system: defining tone, logic, arguments, and rules.

Email is turning from a library of templates into a decision-making system — not “what do we send?”, but “what do we say to this person right now?”

In short terms: budgets aren’t growing. But expectations from marketing are. Let’s break down what’s actually happening ...
20/04/2026

In short terms: budgets aren’t growing. But expectations from marketing are. Let’s break down what’s actually happening - with the numbers, based on the Gartner CMO Spend Survey 👇

1. Budgets have plateaued
- 7.7% of revenue - average marketing budget
- the same level as in 2024
- for half of companies: ≤6%

👉 At the same time, 59% of CMOs say their budget is insufficient
👉 Takeaway: marketing has entered the “do more with the same budget” era

2. Spend is shifting to paid media
~30.6% of total marketing budget goes to paid channels
- that’s ≈2.4% of revenue

👉 Why: paid delivers predictability and control
👉 Takeaway: in uncertain times, brands are buying stability

3. Digital fully dominates
~61–66% of budgets go to digital
- 69% of digital spend is paid

👉 Organic and owned channels are losing share
👉 Takeaway: attention is no longer earned - it’s bought

4. Email is still here - but its role has changed. ~7.4% of digital budgets goes to email

👉 Not growing, not shrinking - stabilizing
👉 Takeaway: email is no longer an acquisition driver, it’s retention infrastructure

5. Martech and teams are under pressure
- cuts in tech and team spending
- rising expectations for ROI
- shift toward AI and automation

👉 40%+ of companies already use AI in marketing (based on adjacent data)
👉 Takeaway: investment is shifting away from “tools” and toward efficiency

6. The gap between companies is widening
- “lean” companies: ≤4% of budget
- “leaders”: ≥10%+

👉 The difference isn’t just money - it’s mindset: some are cutting costs, others are investing in transformation
👉 Takeaway: The market is polarizing

What this means for business:
1. budgets aren’t going up
2. pressure on performance will keep increasing
3. the winner isn’t the one who spends more but the one who builds a better system

Marketing is no longer a cost center. It’s an efficiency engine.

👉 In this model: paid = scale, data = precision, email = retention

In 2026, the winners aren’t the biggest spenders - they’re the best operators

❓And the key question is no longer: “how much are we spending?” but “how fast does it turn into results?”

Who still sees email personalization as a “nice-to-have”? We’ve got a full McKinsey & Company report that says otherwise...
14/04/2026

Who still sees email personalization as a “nice-to-have”? We’ve got a full McKinsey & Company report that says otherwise. Personalization is one of the strongest growth drivers in marketing. Now, let’s look at the numbers 👇

+10–15% in revenue
up to +20% in marketing efficiency

And email plays a key role here - as the primary channel for delivering personalized communication.

1. Personalization is no longer “First name in the subject line”. Basic personalization barely moves the needle.

👉 Real personalization is about:
- behavior (what they viewed, what they bought)
- context (when and why they showed up)
- funnel stage

2. The money is in relevance, not frequency. More emails ≠ more results. According to McKinsey & Company, growth happens when communication is timely, relevant and personalized.

👉 The focus is shifting: not “how often to send” but “what to send - and when”.

3. Personalization scales through data. Companies that are actually growing:
- use first-party data
- build meaningful segments
- implement trigger-based flows

👉 Email becomes part of a system: CRM + CDP + automation

4. Without personalization, you hit a ceiling. Mass emails give you a baseline - not growth

👉 Personalization drives:
- more conversions
- higher LTV
- better retention

5. The main barrier isn’t technology. According to McKinsey & Company, the issue isn’t tools - it’s data quality^ processes
and strategy.

👉 The question isn’t “can we do it?”, it’s “how are we using it?”

👉 What this means for business

If you simplify it:
1. Personalization = revenue growth
2. Email = the primary ex*****on channel
3. Data = the foundation of performance

Personalization is no longer a trend. It’s a baseline requirement for growth. And email is the channel where it most directly turns into revenue.

When people say “email is outdated,” they usually overlook one thing - its actual scale. According to Statista: 4.6 bill...
08/04/2026

When people say “email is outdated,” they usually overlook one thing - its actual scale. According to Statista: 4.6 billion email users worldwide and 370+ billion emails sent every day.

This is the largest communication system used by businesses today. No other channel delivers that level of reach - without intermediaries.

1. Email isn’t just a channel - it’s infrastructure. Every user has an email address:
- account registrations
- purchases
- subscriptions
- notifications

👉 Email is the entry point into the customer lifecycle

2. Scale = intense competition. 370 billion emails a day isn’t just a big number - it’s a constant battle for attention in every inbox. Users don’t “read email” - they filter it:
- they open what they recognize
- they engage with what’s relevant
- they ignore everything else

3. Scale devalues mass messaging. When volume is low, almost any content performs. When volume is massive, only precision works. Old approach: “send to everyone - get results”.

👉 New approach: “hit the right context — drive response”

4. The bigger the channel, the more data matters. In an overloaded environment, winners are those who:
- know their users
- understand behavior
- show up at the right moment

👉 That’s why email is increasingly tied to CRM systems, first-party data and automation.

5. Scale is both a risk and an opportunity

On one hand:
- harder to stand out
- attention declines

On the other:
- the channel remains the most accessible
- it’s not dependent on algorithms
- it provides direct access to the user

Email hasn’t become weaker - it’s become more demanding.
👉 To make it work:
- fewer mass blasts
- more lifecycle-driven scenarios
- more data
- more precision

Breaking down the latest MailerLite benchmarks based on 3.6 million campaigns. The numbers look strong - but there is nu...
02/04/2026

Breaking down the latest MailerLite benchmarks based on 3.6 million campaigns. The numbers look strong - but there is nuance.

1. Open Rate is up - but misleading. Average Open Rate - 43.46%. Sounds great. But the driver is:
- Apple Mail Privacy Protection
- automatic email preloading

Takeaway:
✖ Open Rate is no longer a reliable engagement metric.

2. CTR remains low. Average Click-Through Rate - 2.09%. This is the metric that reflects real interest. And it is not improving.

🔍 Why:
- overloaded emails
- weak value propositions
- intense inbox competition

3. Industry gap is widening

⬆ Top performers:
- education
- public sector

Why:
- high informational value
- less promotional noise

⬇ Lowest performers:
- retail

Why:
- saturation
- repetitive offers
- constant discounting

4. Subscribers are more selective. Users:
- scan emails quickly
- ignore generic messaging
- engage only with relevant content

☑ What this means for brands:
- Do not rely on Open Rate alone
- Prioritize CTR and conversion
- Simplify emails: one idea - one action
- Segment audiences and personalize messaging
- Optimize subject lines and above-the-fold content

Email is not dead. It is just more demanding. Now, the winner is not the one who sends - but the one who earns the click.

Push is no longer a “high-reach by default” channel. New data shows: it now requires precision and strategy. Here are th...
27/03/2026

Push is no longer a “high-reach by default” channel. New data shows: it now requires precision and strategy. Here are the key takeaways from Batch annual report 👉

1. Android is no longer the “easy win”. With Android 13, apps must explicitly request permission to send push notifications. Result:
— Opt-in rate dropped from 85% to 67%
— Android is now on par with iOS in terms of consent friction

Takeaway:
Reach is no longer given. It has to be earned - through value and a strong first user experience.

2. Triggered pushes outperform
Event-based (triggered) messages show:
— Open Rate ≈ 14.4%
Compared to:
— Bulk campaigns - around 4.19%
That is a 3-4x difference.

Why it works:
— right timing
— clear context (user action)
— higher relevance

3. Batch-and-blast is losing impact

Users are привыкли to noise. The more generic messages they receive, the less attention they pay. Precision beats volume.

👉 What brands should do

☑ Shift from bulk messaging to lifecycle and behavioral scenarios
☑ Focus on key moments: onboarding, cart abandonment, re-engagement
☑ Invest in onboarding and clearly communicate push value
☑ Continuously test copy, timing, and segmentation

Key takeaway: Push is no longer a reach channel. It is a reaction channel. And the winners are those who hit the moment - not just send the message.

1. Keep it short (≤25 headline, ≤35 body)“-30% today onlyOn women’s sneakers”2. Strong opening“You almost missed it-50% ...
23/03/2026

1. Keep it short (≤25 headline, ≤35 body)
“-30% today only
On women’s sneakers”

2. Strong opening
“You almost missed it
-50% off everything”

3. Personalization
“Anna, you’ve got 500 points until April 5th”

4. 1 push = 1 goal
“Claim your gift in the app”

5. Clear CTA
“Get your discount now”

6. Urgency (FOMO)
“Just 1 hour left”

7. Lead with value
“15$ promo code for your next order”

8. Human tone
“We missed you 🧡 Here’s free delivery for your next order”

9. Right timing
“Morning’s here - see what’s new in the app”

10. A/B tests
A: “-20% today”
B: “Your 20% discount is waiting”

A good push is clear, personalized, and on time.

Welcome emails are the backbone of email marketing. We’ve compiled 2026 research proving that a strong welcome flow buil...
17/03/2026

Welcome emails are the backbone of email marketing. We’ve compiled 2026 research proving that a strong welcome flow builds loyalty, drives revenue, and even determines whether your future emails get read.

👉 320% ROI per email, with welcome emails converting 9× better than standard campaigns.

👉 Welcome email open rates reach up to 80% - when they land in the “Primary” inbox, not “Promotions.”

👉 Across industries, the highest open rates are seen in the nonprofit sector - up to 80%.

👉 A welcome email series can increase revenue by up to 51% compared to a single email.

👉 74% of subscribers expect a welcome email instantly - yet only 57.7% of brands deliver on that expectation.

👉 Subscribers who receive welcome emails show 42% higher engagement in subsequent marketing communications. They don’t just open the first email - their likelihood of reading future emails increases as well.

👉 Welcome emails generate 4× higher open rates than standard marketing emails. This effect holds across industries and list sizes.

5% of Emails, 41% of Revenue: The Magic of Automation. The latest Klaviyo Ecommerce Benchmarks Report reveals a massive ...
11/03/2026

5% of Emails, 41% of Revenue: The Magic of Automation. The latest Klaviyo Ecommerce Benchmarks Report reveals a massive gap between manual campaigns and automated flows.

​The numbers are staggering: Automation accounts for just 5% of total email volume, yet it drives 41% of all email revenue.

👉 ​Why does it work so well?
Unlike "blast" campaigns sent to everyone, triggered flows are all about timing. Because these emails are sent in response to specific user actions, their Open Rates are typically 2–3x higher than standard newsletters.

👉 ​The "Big Three" Flows That Drive the Most Revenue:

​1. Abandoned Cart: Re-engages customers who were inches from the finish line. This is your highest-converting flow.
​2. Welcome Series: Capitalizes on a lead's peak interest immediately after they subscribe.
​3. Browse Abandonment: A gentle nudge for users who viewed products but didn’t quite make it to the "Add to Cart" stage.

To increase your revenue, you don't need to spam more often. You need to set up automated workflows that work for you 24/7!

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