Why AI sales pipelines can be misleading

This article summarizes an episode of Lenny’s Podcast’s video series featuring Jen Abel, co-founder of JJellyfish.

Image credit: Ulla

General interest in AI can mask weak buying intent, making sales pipelines look healthier than they are.

JJellyfish co-founder Jen Abel argues that customer relationship management (CRM) pipelines often track seller activity rather than buyer commitment.

Instead of leading with generic pitches, sales teams should make potential customers demonstrate that they are ready to buy before showing them the product.

Traditional CRM forecasting creates false confidence

To uncover purchasing intent, sales teams should look beyond internal forecasting categories and measure buyer actions. Closing a quarter to a third of qualified leads indicates a healthy process, whereas closing nearly every deal suggests underpricing.

Mapping the buyer journey requires securing commitments long before software demonstrations occur:

• Executive alignment: Founders must engage top executives while sales leads handle middle management.
• Value differentiation: Skip the AI mandate pitch to avoid blending in with competitors.
• Stakeholder mapping: Identify decision-makers and internal political landmines prior to product reveals.

The initial call dictates deal trajectory

Executing this stakeholder mapping requires transforming the first conversation into an intelligence-gathering session:

• Delay the product reveal. Hold back demonstrations and slides to maintain a negotiating position.
• Identify the catalyst. Determine budget, authority, and urgency by reading between the lines of the buyer’s narrative.
• Leverage founder expertise. Deploy company founders over salespeople to navigate uncertainty without scripts.

Securing this information early is critical for assessing whether a prospect is prepared to change its operations.

Abel notes that “all of the information edge you can gain as a seller is on this first call. Keep it super informal. Don’t show them anything, no demo, no slides. Focus on them. Have a one-on-one dialogue for 30 minutes.”

Co-authoring pilots guarantees adoption

Once that dialogue confirms a readiness to change, the seller should treat the internal champion as a partner in designing the deal.

Abel points out that buyers must acknowledge the need for change, sharing that “people get so fixated on problems, but everyone speaks to the same problem, and it commoditizes you.”