Sequences

Sequences

From MVP to AI Vision: Designing Sales Sequences at Pipedrive

Case studies

Sequences

Overview

Overview

Overview

Sales teams often struggle to qualify and nurture leads at scale, relying on manual, inconsistent follow-ups. To tackle this, we formed Pulse — a design task force of four senior designers exploring the end-to-end problem space of lead qualification and nurturing. Each designer led a stream; mine was Sales Sequences.

As a Product Designer, I balanced shipping an MVP with continuous discovery and long-term vision, ensuring Sales Sequences became both immediately valuable and strategically foundational for Pipedrive’s future AI-led nurturing.

Opportunity

Opportunity

Follow-ups are critical for sales reps, but inside Pipedrive there was no dedicated outreach tool. Reps were hacking together reminders in spreadsheets, juggling disconnected external tools, or bending our automations to do work they weren’t built for.

The result: missed opportunities, broken workflows, and a clear gap in Pipedrive’s offering.

My contribution

My contribution

Product strategy


User Research


User Interface


Experimentation

The team

The team

1 Product manager


1 Data analyst


5 Software engineers


1 UX Writer

Year

Year

2025

2025

Key achievements

Key achievements

63%

Retention, still in BETA

50

UX/UI improvements shipped in 2 months

8

experiments ran in 4 weeks

Discovery & Early Prototyping

Discovery & Early Prototyping

Before jumping into solutions, our goal was twofold: close the gap between assumptions and real user needs, and get the whole team aligned on the problem space.


Benchmarking workshop (2 days)
We analyzed how competitors solved sequencing, identifying familiar mental models that could reduce adoption friction. Importantly, we ran this workshop with engineers and a new PM — it wasn’t just about features, but about building shared empathy for sales reps and clarity on our north star: a trustworthy, human-centered outreach tool.

User interviews (pre-MVP) (1 week)
We validated critical pain points with reps: lack of control, complex setup, limited autonomy, and low reliability. These conversations grounded the team’s understanding and sharpened the product’s purpose.

Low-fidelity prototypes (1 week)
We tested manual enrollment and editable email drafts that landed in the rep’s outbox. Early reactions confirmed our hunch: reps wanted structure and efficiency, but not at the cost of losing their personal touch.

👉 Outcome: The team walked away with a shared vision, validated assumptions, and clear design principles to guide the MVP.

Learnings

Learnings

Sales reps weren’t adopting Pipedrive’s automation tools for outreach. Through research, we uncovered why:

No control or visibility

sales reps didn’t trust comms being sent automatically.

Complexity

4–5 steps just to set up a simple 2-email cadence.

Lack of autonomy

salespeople wanted to personalize their comms, not feel robotic.

Reliability issues

triggers felt risky; reps feared losing control.

Key design decisions

Key design decisions

Custom enrollment

Custom enrollment

Sequence starts when a deal is added to it, no complex triggers that happen in the background

Sequence starts when a deal is added to it, no complex triggers that happen in the background

Sequence settings

Sequence settings

Enabling users to stop a sequence when an email is replied to, so they can ensure a custom follow-up action is made once a reply is received. For privacy and transparency, users can also decide if they want to have emails automatically sent by that sequence.

Enabling users to stop a sequence when an email is replied to, so they can ensure a custom follow-up action is made once a reply is received. For privacy and transparency, users can also decide if they want to have emails automatically sent by that sequence.

Sequence preview

Sequence preview

Easy to grasp the time between each step and the sequence preview provides key information about each step that is setup

Easy to grasp the time between each step and the sequence preview provides key information about each step that is setup

Time configuration

Time configuration

Time between steps is always relative to when the previous step was completed, ensuring things keep running smoothly even if a step was completed before or after its due date.

Time between steps is always relative to when the previous step was completed, ensuring things keep running smoothly even if a step was completed before or after its due date.

Task completion

Task completion

Sequences log redirects sales reps to their to-dos and enable them to effortlessly complete their tasks

Sequences log redirects sales reps to their to-dos and enable them to effortlessly complete their tasks

Measuring success

Measuring success

63%

Retention rate

1.5k

active companies out of 42k eligible companies, during BETA and silent release

7k+

deals added to sequence per week

Gearing up for the future

Gearing up for the future

Gearing up for the future

With the goal of aligning the E2E experience in the lead qualification and nurturing space with the company vision - an experience centered in AI agents, we started drafting out plans and concepts to communicate how the pulse umbrella would converge into a seamless agentic experience for users

Mapping out AI functions for lead qualification and nurturing

Concepts for the E2E agentic experience for lead qualification and nurturing