Your pipeline is growing. Conversion isn’t. That gap has a specific cause, and it’s not your demand generation.
In IDC’s recent expert panel, Addressing the Pipeline Conversion Gap, analysts examined why deal velocity and win rates are stagnating even as MQL volume climbs. The problem isn’t at the top of the funnel. It’s in what happens next.
According to IDC research, about 70% of B2B tech buyers will rely more on AI tools and less on salespeople to navigate complex purchasing decisions.
They arrive having already evaluated options, checked pricing signals, and narrowed the field. Traditional qualification processes, built for a different era, are removing them before sales ever gets involved.
Today’s buyers are qualifying themselves. Your process just isn’t built for that.
The result is a filter that works backwards: organizations collect leads from browsers with no intent to buy while systematically losing their most qualified, motivated prospects.
“The funnel isn’t filtering for quality, it’s filtering for patience. And your best buyers have none.” — Heather Hershey, Research Director, Worldwide Digital Commerce
Five practices that push your best buyers out
AI has shifted information power to the buyer. Many qualification practices built to capture leads are now the reason those leads leave.
1. Gated content in an AI-first discovery environment
When decision-makers can get summarized answers instantly through AI tools, requiring registration for basic information creates friction without payoff. The problem has moved beyond conversion optimization. If your most valuable technical or educational content is inaccessible to AI indexing and answer engines, you risk disappearing from the places where B2B research now begins. The gate doesn’t just slow buyers down. It removes you from their consideration entirely.
2. Multi-step qualification chains
Traditional sales flows required multiple touchpoints before a prospect ever saw the product. Many buyers today want the opposite: the ability to self-evaluate first and engage with experts only when it’s worth their time. IDC research finds that high-intent buyers increasingly treat a mandatory demo sequence as a preview of what the purchase and implementation experience will be like. What they see is friction. What they do is leave.
3. Opaque pricing models
“Contact sales for pricing” once created negotiating leverage. Increasingly, IDC sees buyers interpret it as a signal that costs are inconsistent, negotiable in nontransparent ways, or deliberately difficult to benchmark. When prospects can compare alternatives through AI searches in minutes, withholding pricing information often accelerates movement toward competitors with cleaner commercial models , not away from them.
4. Requiring human contact for basic information
In IDC’s research, one of the most consistent buyer frustrations is being required to schedule a call to answer questions about integrations, security standards, deployment requirements, or product compatibility. When those answers are hard to find, buyers draw a conclusion: if pre-sale support is this cumbersome, post-sale support probably will be too. Self-service documentation isn’t a support cost. It’s where sales cycles now begin or end.
5. Repetitive discovery and qualification theater
Many organizations ask buyers to repeat the same background, pain points, and requirements across multiple calls with different representatives. What sales teams call thorough qualification is what decision-makers experience as a sign that your internal process matters more to you than their time does. Every redundant exchange reinforces that judgment.
The conversion gap isn’t a marketing problem
Most of the revenue challenges being attributed to marketing performance are symptoms of an outdated pipeline model. The organizations outperforming in this environment aren’t generating more leads. They’re removing friction for the buyers who already know what they want, and who expect to move on their own terms.
Closing that gap means changing some operating assumptions:
- Let prospects self-educate before you bring them into human-led sales motions.
- Make pricing, technical specs, and implementation details easy to find — not guarded.
- Treat human engagement as something buyers opt into, not a gate you control.
- Build for speed and buyer control. That’s it.
As AI intermediaries reshape how buyers discover and evaluate solutions, intent signals become harder to track. Qualification systems built for click-based, form-fill journeys are less effective when buyers expect answers before they ever identify themselves to a vendor.
Your competitors are probably making the same mistakes. The organizations that redesign for how buyers actually want to research and buy will capture the high-intent segment, the one that converts fastest and churns least.
Watch the on-demand webinar: Addressing the Pipeline Conversion Gap: What CMOs and CROs must do to turn marketing demand into measurable revenue.
Want to identify where your revenue process is creating buyer friction? Request a consultation with an IDC analyst.
