Accelerating SmartReach's Cold Outreach with AI-Assisted Campaign Creation
Accelerating SmartReach's Cold Outreach with AI-Assisted Campaign Creation
Accelerating SmartReach's Cold Outreach with AI-Assisted Campaign Creation

SmartReach helps sales teams run outbound campaigns at scale, but campaign creation remained heavily manual. Users were spending more time structuring sequences than selling.

The challenge was to accelerate campaign creation with AI assistance without making users feel like they'd lost control of the outreach messaging.

LOCATION

Hyderabad

TIMELINE

4 months

TOOLS

Figma, Inspectlet

ISSUE

Users struggled with turning their outbound strategy into structured campaigns. Starting from a blank workflow created hesitation and slowed campaign launches.

DESIGN

I redesigned the campaign creation flow around guided AI-assisted workflows that reduced setup effort while keeping user in control of targeting, messaging & sequencing decisions.

RESULT

Customer drop-off
-0%
-0%
Campaign Creation Vol.
+0%
+0%
Click-through rate
+0%
+0%
Understanding the Users
Understanding the Users
Understanding the Users
SDR

Persona 1: The Experimenters

Persona 1: The Experimenters

Adam | Sales Development Representative (SDR)
Responsible for qualifying inbound leads & creating initial outreach campaign

Adam | Sales Development Representative (SDR)
Responsible for qualifying inbound leads & creating initial outreach campaign

NEEDS

  • Fast campaign setup without sacrificing personalization quality.

  • Positive replies to prove competence

PAINS

  • Spent excessive time refining opening lines

  • Fear of making mistakes

  • More time spent on learning than selling

SDR
SDL

Persona 2: The Efficiency Seekers

Persona 2: The Efficiency Seekers

Steve | Sales Development Leader (SDL)
Responsible for managing SDRs and closing deals with qualified leads

Steve | Sales Development Leader (SDL)
Responsible for managing SDRs and closing deals with qualified leads

NEEDS

  • Create complex campaigns

  • Faster setup for follow-ups

  • Streamline repetitive workflows

  • Monitor campaign performance

  • Create complex campaigns

  • Faster setup for follow-ups

  • Streamline repetitive workflows

  • Monitor campaign performance

PAINS

  • Effort to set up conditional flows

  • Limited campaign customization

  • Inconsistent team campaigns

  • Time lost fixing tone in content

  • Effort to set up conditional flows

  • Limited campaign customization

  • Inconsistent team campaigns

  • Time lost fixing tone in content

UX CHALLENGE

Early research showed users wanted help with campaign structure and messaging, but resisted workflows that automated too much too quickly. The challenge was making AI feel like assistance, not a takeover.

Balancing Automation & User Control

Segmenting by comfort level

Users had very different expectations around AI involvement. Some wanted rapid automation, while others preferred full manual control. Letting them choose their path upfront reduced hesitation and made the workflow feel predictable from the start.

Reducing Cognitive Load with Conversational Inputs

Replacing multi-step forms with guided sentence-building on a single screen made it easier for users to define targeting, tone, and messaging without losing their train of thought.

Tackling Content Friction

Once the campaign structure was set, users were far more open to accept AI help at the step level. Keeping the outreach strategy in their hands made the AI feel like a tool, not a replacement.

Breaking Down Complexity

Generating hyper-personalized outbound content required users to provide structured context the AI could reliably act on. The wizard transformed a historically unstructured task into a guided workflow with progressively refined inputs.

STEPWISE FLOW

I broke the complex creation process into a 3-step progress bar. This progressive disclosure kept users focused on one task at a time.

GUIDED INPUTS

Open-ended prompts created inconsistent outputs during testing. Replacing blank inputs with constrained prompts improved the output quality.

BUILT-IN SUPPORT

I used strategic helper text and placeholder examples to eliminate guesswork, actively teaching users what effective B2B messaging looks like while they build it.

Refining for User Behaviour

Post-launch analytics & usability testing revealed 2 critical issues that needed immediate refinement to balance user needs with business constraints.

Iteration 1: Balancing AI Access with Business Viability

INSIGHT

Free-tier users kept regenerating outputs to test tone and personalization variations, driving infrastructure costs without moving campaigns forward.

UX DECISION

Instead of restricting campaign creation access, AI-assisted step generation was positioned as a premium feature after users had already experienced its value.

Iteration 2: Saving Manual Users from Drop-off

INSIGHT

Manual-path users still hit a wall at content drafting because the structural guidance was removed too early.

UX DECISION

Contextual AI assistance was integrated into the manual flow to support users only when they got stuck, instead of forcing upfront automation.

Impact

Within 6 weeks of launch, first-time campaign completion rose 40% and setup abandonment dropped 25%.

Campaign Setup Abandonment
-0%
-0%
First-time
Campaign Creation
First-time Campaign Creation
+0%
+0%
Click-through
Rate
Click-through Rate
+0%
+0%

Post-Launch Learnings

  1. Visible control builds AI trust

Users trusted AI-generated content more when they could shape the strategy step by step, rather than receiving opaque outputs upfront.

  1. Workflow hesitation outweighs UI complexity

Campaign setup uncertainty drove more drop-off than any visual complexity issue.

  1. Optional automation improves AI adoption

Hybrid workflows let users gradually integrate AI into existing outbound processes instead of forcing immediate change.

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