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- AI Is Killing Your B2B Outbound. Here’s How the Smart Teams Are Winning (Special Edition)
AI Is Killing Your B2B Outbound. Here’s How the Smart Teams Are Winning (Special Edition)
Not a tool review today.. zooming out to the whole AI outbound landscape.
In today’s B2B landscape, outbound isn’t just harder - it’s noisier.
AI has transformed outbound from challenging to overwhelming.
Prospects are drowning in a flood of “personalized” messages, and response rates are falling off a cliff.
If you’re still using the traditional playbook - you’re losing.
Here’s what’s broken, and how the smartest teams are adapting to win.

When every AI SDR on the planet finds your LinkedIn profile at once.
The AI Outbound Revolution (and Why It’s Failing)
AI-first outbound is happening fast:
AI SDRs
Auto-personalization
Prospecting copilots
New startups every week
According to Gartner, 60% of seller work will be AI-driven within a few years.
But instead of unlocking massive growth?
It’s producing diminishing returns.

🚨 The Data:
83% of companies using AI SDRs generated no sales (SaaStr survey)
Only 11% even built a pipeline
One buzzy SDR AI startup (backed by a16z) had 80% churn after users tried their product.
The tech arms race isn’t making outbound better.
It’s making it louder, and less trusted.
Why AI Is Breaking Outbound
The hidden problem?
Everyone is using AI to “personalize”… the same way.
Prospects now get 20+ AI-written DMs a day that all sound algorithmically charming.
Buyers are tuning out.
The result:
More noise
Less trust
Fewer conversations that actually move pipeline
Outbound isn’t dead.
Bad outbound is dead.
And AI is speeding up the funeral.

What Smart Teams Are Doing Differently
The best teams don’t use AI as a shortcut.
They use it as a force multiplier.
Here’s how they’re winning:
1️⃣ AI enhances human judgment, not replaces it
AI automates research, not relationship-building.
2️⃣ They specialize deeply in the industry and use case
Real expertise. Vertical focus. Niche knowledge.
3️⃣ They prioritize intent signals, not just writing signals
Understand when and why someone might buy - not just “write better emails.”
4️⃣ They free humans to do what only humans can do
Long cycle deals
Multi-threaded engagement
Building trust across personas
The New Competitive Edge
The edge isn’t who sends the most messages anymore.
It’s who blends tech efficiency with human connection.
Winning teams know:
Tools can handle scale
Only humans can build trust
Outbound isn’t about more, it’s about better.
🛟 The Final Takeaway
AI will continue to transform outbound processes at an ever-increasing speed.
However, the true winners won’t be those who indiscriminately apply AI to every aspect or who move the fastest.
Instead, the successful ones will be those who grasp the strengths of human capabilities compared to those of AI, and use both smartly.
What’s Coming Next
If you want to stay ahead of the curve, you need to know which AI tools are actually worth using - and how to build workflows that don’t suck.
After reviewing Clay (in last week’s edition), over the next few weeks inside Drowning in Software, I’ll be reviewing some of the most promising players, including:
Salesforge
Outplay
Apollo AI features
Folderly AI for outbound deliverability
And more…
🛟 Get ready to separate the noise from the real signal.
If there’s a tool I missed - or one you’re curious about—drop me a note or tag me. Always happy to add a few more floaties to the pile. 🚀