The Cobra Effect in Sales: When Incentives Backfire

The “cobra effect” is a simple idea with uncomfortable implications for modern sales leadership.

It describes what happens when a well-intentioned solution makes the problem worse.

The term comes from a story in colonial India. A bounty was offered for dead cobras to reduce their population. Initially, it worked. Then people started breeding cobras to claim the reward. When the scheme was cancelled, the snakes were released and the problem got worse.

The system didn’t fail. It worked exactly as designed.
It just incentivised the wrong behaviour.

Where this shows up in modern sales

You see the same dynamic in MSP and TPM businesses when growth slows.

Leadership introduces:

• More pipeline stages
• More activity targets
• More CRM discipline
• More reporting

The intent is clear: improve visibility and increase sales performance.

But the behaviour that follows is entirely predictable.

A familiar example

SDRs are rewarded for meeting volume.

So they book meetings.

Quality becomes secondary.

Sales teams are then held accountable for converting those meetings into opportunities. When they don’t convert, the conclusion is predictable:
“Sales aren’t working hard enough”

So what happens next?

Salespeople adapt.

Opportunities start to get “created” to reflect the activity, not the reality. Deals are progressed to satisfy the system, not because the customer is genuinely moving.

When those opportunities inevitably stall or fail, they don’t disappear. They get recycled, reassigned, or left sitting in the pipeline.

Released back into the system.

Just like the cobras.

More activity. Less value.
And each cycle delivers diminishing returns.

Why this keeps happening

This isn’t a sales problem.

It’s a systems problem.

As explored in
Good People, Bad Systems: Why the Overuse of KPIs Ultimately Holds Growing Companies Back

Most dysfunction in growing businesses doesn’t come from poor capability or lack of effort. It comes from capable people operating inside systems that reward the wrong behaviour.

Sales is no different.

SDRs are measured on meetings, so they book meetings.
Sales teams are measured on pipeline, so they create pipeline.

Nobody is acting irrationally.

They’re responding exactly as the system expects.

Where the cobra effect takes hold

This is where it becomes dangerous.

Because once the system starts producing the wrong behaviour, it compounds.

Low-quality meetings become low-quality opportunities.
Low-quality opportunities get pushed through stages.
When they fail, they don’t disappear, they get recycled.

Reassigned. Reworked. Recounted.

Released back into the pipeline.

Just like the cobras.

And each cycle adds more noise, more effort, and less value.

The link to sales KPIs

This is exactly the trap explored in
The Gaming of Sales KPIs: When Dashboards Replace Discipline

When dashboards become the focus, the system becomes the objective.

Sales teams don’t break the rules.
They learn how to win within them.

And in doing so, they often make the underlying problem worse.

Final thought

The cobra effect isn’t about poor salespeople or bad intent.

It’s what happens when good people are placed inside systems that reward the wrong things.

Fix the system, and behaviour follows.

Ignore it, and the problem compounds.

At Baby Blue, we work with PE-backed MSP and TPM businesses to fix exactly this problem.

Not by adding more dashboards or process, but by aligning:

• Commercial strategy
• Sales behaviour
• Incentives
• And delivery reality

So growth is built on quality, not activity.

If this sounds familiar, explore more insights on the Baby Blue IT Consulting blog or get in touch for a straight, practical conversation about what’s really driving (or blocking) your growth.