Revenue AI · Sales Intelligence

Redesigning how BDRs discover and engage prospects

A foundational JTBD research study and end-to-end UX redesign to increase adoption of the 6sense Sales Intelligence platform from 23% to a category-leading experience.

Staff Product Designer
Sep – Oct 2024
JTBD, Generative Research, Co-design
17 users · 7 external · 10 internal

A powerful tool that most reps weren't using

6sense's Sales Intelligence tool promised to transform how BDRs prospect — surfacing buying signals, intent data, and contact intelligence. But the adoption numbers told a different story. A low adoption rate meant billions in pipeline were being left untouched.

23%
Active user adoption rate — Sep 2024
28%
Of a rep's day spent actually selling (Salesforce)
18%
Of rep time spent on prospect research & emails

"I don't understand how to sift through all the intent data. I wish 6sense provided more training for BDRs."

— Enterprise BDR, User Interview

Fragmented workflow

BDRs relied on multiple disconnected tools — LinkedIn Sales Navigator, Salesforce, spreadsheets — because 6sense didn't integrate cleanly into their daily motion.

Time-consuming account analysis

Researching an account before outreach took hours. Without synthesis, reps couldn't confidently prioritize who to contact or what to say.

Generic, low-converting outreach

Without contextual buying signals surfaced at the right moment, email and call scripts defaulted to generic templates with low open and reply rates.

Low trust in intent data

False positives from existing customer accounts and subsidiary orgs eroded trust. Reps couldn't rely on "hot" signals without manual verification.


Generative research before a single pixel

Rather than jumping to solutions, we ran a structured generative research programme across both Enterprise and Enterprise Lite customers. The goal was to uncover the foundational jobs — not just feature requests — that would unlock adoption.

Sep 4 – 17, 2024

MTTM Workshop (Make Things that Matter)

Cross-functional alignment on research questions, hypothesis framing, and success metrics. Defined two core research questions: what are users trying to accomplish, and where are the friction points blocking adoption?

Sep 19 – Oct 9, 2024

Structured User Interviews (n=11)

Recruited 6 Enterprise SDRs/BDRs with >50% org credit usage, plus 5 Enterprise Lite participants to augment the sample. Used 5 probing interview questions around daily workflow, team structure, tool fit, mental models, and competitive alternatives.

Concurrent

Secondary Research

Pendo product analytics revealed where users dropped off. LogRocket session replays exposed friction in real workflows — not just what users said, but what they did.

Oct 10 – 31, 2024

Analysis, Affinity Mapping & Reporting

Synthesised interview transcripts into clustered themes using affinity mapping. Validated against Pendo quantitative patterns to triangulate qualitative insights with usage data.

BR
BDR / SDR

Business Development Rep

Book Qualified Calls

Primary users. Responsible for outbound prospecting, list building, and booking meetings. Measured on qualified meetings booked per quarter.

MK
BDR Manager

Sales Development Manager

Manage Team & Pipeline

Oversees a team of 6–12 BDRs. Needs visibility into pipeline health, rep productivity, and territory coverage to coach effectively.

SL
Account Executive

Account Executive

Close Qualified Deals

Receives warm handoffs from BDRs. Uses 6sense for pre-call research and deal acceleration once opportunities are in-pipe.


Six jobs that define the BDR's daily motion

From the research, a clear sequential workflow emerged. Users don't think in features — they think in jobs. These six JTBD statements became the design north stars for the entire platform redesign, grounding every decision in a real user need.

JOB 01
Define Targets

Understand ICP & qualification criteria

When I start prospecting, I want to understand qualification criteria and define what accounts or ICPs are my targets, so I can focus my efforts.

JOB 02
Find Prospects

Find individuals matching ICP

When I execute a prospecting plan, I want to find individual prospects matching the qualification criteria, so I get the highest qualified opportunity rate.

JOB 03
Track Information

Store and share up-to-date data

When I find new prospects, I want to track, store, and share all their up-to-date information needed for a sale, so I can coordinate and report on goals.

JOB 04
Prioritize

Surface current buying intent

As I track my ongoing prospects, I want to be aware of and prioritize my prospect's current interests, so I can be timely and relevant with my engagement.

JOB 05
Engage Prospects

Outreach with relevant cadence

As I track and prioritize information, I want to engage prospects with relevant and fruitful cadence, content, tone, and approach, to maximize booking likelihood.

JOB 06
Book Meetings

Convert to qualified meetings

As I contact prospects, I want to book meetings for the highest number of qualified opportunities possible, so I can exceed quarterly goals and increase closed deals.


Mapping pain to each job — the adoption blockers

With the JTBD framework established, we mapped every research pain point back to the job it disrupted. This gave us a structured backlog of opportunity areas prioritized by frequency and severity of mention.

Define
Better ICP filter logic Clearer account matching criteria Reduce false positives from existing customers
Find
Consistent contact data across regions Specify who is performing intent action Reliability parity with LinkedIn Sales Nav
Track
Salesforce integration improvements Less manual CRM export steps International contact auto-upload Reduce CRM export to <15 min
Prioritize
Timelier email alerts Filter to relevant accounts/regions only Distinguish competitor vs. own tech intent Simplify "intent & web activities" view
Engage
Higher email deliverability rate (>50% today) Historical conversation context Intent-informed call prep Contact content engagement strategy
Book
Faster SEP sequence transfer Previous conversation context surfaced Intent data primes call scripts

From insight to interface

With a validated JTBD framework, we moved into co-working design sessions with power users and stakeholders. Three core design areas emerged from the opportunity mapping — each addressing a specific cluster of jobs to be done.

01User Journey Map
02Info Architecture
03Ideation & Co-design
04Prototype & Test
05Design Refinement
01

Dashboard & Account Prioritization

Jobs addressed: Define Targets · Prioritize Current Interests · Track Information

Dashboard
BW
Hello, Brian! We have tailored today's focus around your work
30 Days
Filter
Highlights
2000
Total CRM Accounts
700
Total 6QA
+1% from yesterday
100
Account Reached
+2% from yesterday
500
Call dialled
+5% from yesterday
200
Email sent
-6% from yesterday
50
Meeting booked
+1% from yesterday
Buying stages ···
At risk: 7 On track: 4
5
67
150
500
1000
Purchase
Decision
Consideration
Awareness
Target
BlueSphere Inc
California, United States
⚠ At risk: Budget cuts
Tata Consultancy
Mumbai, India
⚠ At risk: Contract ending
VIEW ALL ›
Worked vs Unworked ···
ABB
Texas, United States
Visa Inc
Florida, United States
Infosys
Bangalore, India
Worked
Unworked
Hello Brian
Ask me anything account related
Message Copilot
📅 30 day summary
↗ Engagement activities
Engaged People ···
● Reach Out
Daniel Mcfarland
Director, GTM Enablement, Google
○ Influences the team  ○ Buying group
Somen Dutta
Director, GTM Enablement, Google
○ Influences the team
Eva White
Director, GTM Enablement, Google
● Follow Up
Alex Donner
Director, GTM Enablement, Google
○ Buying group
Stanley Morgan
Director, GTM Enablement, Google
○ Influences the team
Sonam Wang
Director, GTM Enablement, Google
VIEW ALL ›
Discover Contact
Walter Biles
Senior Director, GRM, Adobe
Walter White has shown a sustained spike in interest around AI-led retail operations and cloud cost optimization, with steady engagement across campaigns and solution pages. No sales activity logged in the past month. Recently appointed Head of Enterprise Tech could signal upcoming buying motion.
Spiking engagement

The redesigned dashboard surfaces the right accounts at the right time — filtered to genuine ICP matches, sorted by real-time intent, and stripped of false positives from existing customers. BDRs no longer open 6sense wondering where to start.

02

Account & People Analysis

Jobs addressed: Find Prospects · Prioritize Current Interests · Track Information

People Acme Corp
In Buying Stage
+ Add to Sequence
AC
Acme Corp
Enterprise · SaaS · New York, NY
Employees
2,400
6QA Score
82 / 100
Intent
↑ High
Touches
2
Key Contacts
JR
Jamie Rosen
VP of Revenue Ops
CT
Chris Tang
Dir. Sales Enablement
AS
Amy Singh
Chief Revenue Officer
RK
Ryan Kim
Head of Enterprise Tech
JR
Jamie Rosen
VP Revenue Operations · jamie.r@acme.com
linkedin.com/in/jamierosen
Email
Call
● Buying group Influences the team Last contacted: Aug 14
Intent signals — last 30 days
CRM automation researchHigh
Sales intelligence toolsMid
Competitor: [Redacted]Low
Cloud infrastructureMid
Outreach history
Email sent — opened, no reply Aug 14
Call attempted — no answer Jul 29

Account view consolidates company-level intent signals with individual contact intelligence, previous interaction history, and role-based buying influence — all in one place. BDRs can now identify the right person and the right moment without leaving the platform.

03

GenAI Email Writer

Jobs addressed: Engage Prospects · Book Meetings

Jamie Rosen · Acme Corp · ✦ AI Draft
Discard
Send via Outreach
Signals used
High intent
30-day CRM automation research spike
Tech stack
Salesforce — integration alignment
Previous touch
Aug 14 — email opened, no reply
Competitor intent
Low — not evaluating alternatives
Tone
Consultative
Direct
Curious
To Jamie Rosen <jamie.r@acme.com>
Sub CRM workflows at Acme — quick question

Hi Jamie,

I noticed Acme has been exploring CRM automation quite a bit recently — given the scale of your revenue ops org, I imagine getting clean data flowing between systems is a real priority right now.

We've helped a few VP-RevOps counterparts at similar-stage SaaS companies cut their manual sync time by 60%+, particularly teams already on Salesforce. Given your setup, the integration would be fairly straightforward.

Worth a 20-min call to see if it maps to what you're working on? Happy to work around your schedule.

Best,
Brian Rudolph
brian.r@yourcompany.com

Regenerate
Edit manually
Add to sequence:
Outreach ▾
Send now

The GenAI email writer transforms 6sense's rich intent data into hyper-personalized outreach — not generic templates. Each email is grounded in verified signals: what the prospect is researching, their tech stack, previous touch history, and competitor intent. Reps can adjust tone and push directly to their SEP of choice.


What guided every decision

These four principles emerged from the JTBD synthesis and became the filter for every design review and prioritization decision throughout the project.

Context before action

BDRs don't just need data — they need synthesized context. Every UI element should tell a rep what to do next, not just show raw signals. Intent without interpretation is noise.

Match the rep's existing motion

6sense lost to LinkedIn Sales Navigator not on data quality, but on workflow fit. The redesign had to embed naturally into how reps already work — not force a new process.

Trust is earned with accuracy

Every false positive in intent data destroyed a rep's confidence in the whole platform. Filtering existing customers and subsidiaries, and explaining signal sources, was non-negotiable.

Reduce time-to-outreach

The redesign had a single productivity metric: how many minutes between opening 6sense and sending a first contact attempt. Every friction point in the JTBD flow was evaluated against this.


A platform BDRs actually want to open

The JTBD framework gave the entire product team — design, engineering, and PM — a shared language for prioritization. Adoption metrics and qualitative feedback from follow-up sessions showed meaningful improvement in both usage and confidence.

23%→
Adoption rate at project start — the baseline we were designing against
6
Validated JTBD statements that became a shared product prioritization framework
3
Core design areas shipped — Dashboard, Account Analysis, and GenAI Email

"This is the first time 6sense has felt like it was actually built for how I work. I used to open it once a week; now it's my first tab in the morning."

— Enterprise BDR, post-launch feedback session

What this research unlocked beyond this project

The JTBD framework became a living artefact adopted by the broader Revenue AI product org. It informed roadmap prioritization across multiple teams, established a baseline for future UX quality measurement, and created a common vocabulary between product, sales, and customer success for discussing user needs — not feature requests.


What I'd do differently

Expand the sample size earlier

11 participants captured strong directional findings, but edge cases in international market needs and manager workflows were underrepresented. A second research sprint with manager-focused sessions would have strengthened the "Manage Pipeline" JTBD strand.

Introduce usability testing earlier in ideation

The project moved from research directly to design. Rapid concept testing at the low-fidelity stage — before high-fidelity mockups — would have caught information architecture issues earlier and reduced late-stage rework on the account view.

Define adoption success metrics upfront

The 23% starting point was a lagging metric. Establishing leading indicators — daily active use, time-to-first-outreach, CRM export completion rates — before launch would have given us cleaner signal on what design changes actually moved the needle.

Involve BDR Managers as co-designers

Managers drive adoption through expectation-setting and coaching. Getting manager buy-in on the new workflows — and designing manager-facing views in parallel — would have accelerated user behaviour change at rollout.