Lead Lists with Context
Each lead entry includes a short context blurb to justify outreach.
AI Lead Generation Tool for B2B
How a GTM founder tested AI-first outbound and lead research with a targeted B2B lead generation MVP.
Sales & Marketing
Sales tech founders, Agencies, RevOps teams
$18k–$30k
B2B SaaS & Services
Industry
AI MVP
App Type
3 weeks
Timeline
Web
Platforms
Project Overview
1
What We Built
- A web MVP that connects to firmographic and technographic data, lets users define tight ICP filters, and generates ready-to-send email sequences.
- Traditional scraping tools generate noisy lists and generic templates; this MVP focused on quality and relevance over pure volume.
- Ideal for: Founders building next-gen outbound tools, Agencies wanting in-house prospecting products, RevOps teams automating list building and personalization
2
The Challenge
- B2B teams spent countless hours on manual list building and generic copy that prospects ignored.
- Messy CSVs and manual enrichment
- Hard to keep messaging aligned with ICP and pain points
- Low reply rates from generic outbound campaigns
3
Our Solution
- Scope the MVP to a single, well-defined ICP and channel (email), combining filters with AI enrichment and copy generation.
- Focus on a niche ICP (e.g., SaaS companies at a certain ARR with specific tech stacks)
- Use AI to produce short summaries of why each lead is a fit
- Keep sending outside the MVP initially, via export or simple integrations
4
Results & Impact
- The founder proved they could generate smaller, higher-quality lists and copy that converted better than generic outbound tools.
- Shows clear differentiation versus spray-and-pray tools
- Provides tangible uplift numbers for fundraising and sales
- Establishes a base for deeper outbound automation products
Key Features & Scalability
Essential features and scalability measures that make this MVP powerful, user-friendly, and ready to grow.
Persona-Specific Messaging
Different sequences for founders, heads of sales, or operations leads.
A/B Copy Variations
Multiple variants per step to test messaging strategies.
Engineered around one ICP and region, but schema supports more segments over time.
Initial infrastructure setup designed for growth and expansion.
Scaling Strategy
Add more ICPs and personas based on demand, Deepen integrations with CRMs and SEPs
Designed for batch-heavy workflows (list creation and campaign setup) rather than constant daily use.
Traffic handling capability for high-volume concurrent users.
How We Built It
Our step-by-step development process from concept to deployment, ensuring quality and efficiency at every stage.
01
ICP & Data Strategy
Worked with the founder to pick a narrow ICP where they had proof points and existing customers.
02
Research & Copy UX
Designed flows that made it easy to understand why leads were chosen and how messages would land.
03
AI Prompt & Template Tuning
Iterated on prompts and templates until early users were happy with copy quality.
04
Design System
Sales-friendly visuals with clear emphasis on list quality and status.
05
Wireframes
Simple list and form layouts optimized for speed.
06
Handoff Process
Close feedback loop with sales practitioners.
Core Product Modules
1
User App
- ICP & Filter Builder
Let users define ideal customer profiles using industry, tech stack, size, and signals.
- Sequence & Copy Generator
Uses AI to create multi-step outbound email sequences tailored to the ICP and persona.
2
Admin Panel
- Data Source Management
Control which providers and fields are used, and track API consumption.
- Template & Prompt Library
Store and iterate on copy templates and AI prompts without redeploys.
Technology Stack
We use modern tools to build AI apps that grow with you. We pick the best tools for each project, like React, Next.js, Python, and Go.
Performance & Security
Built with enterprise-grade optimization and security measures to ensure fast, reliable, and secure operation.
Frontend Performance
Client-side caching of ICPs and lists, Quick edits for sequences
Backend Performance
Batched enrichment calls, Caching of common ICP filters
Database Performance
Indexes on segments and campaigns, Soft deletes instead of hard deletes
Authentication
Standard app auth with org-based workspaces.
Data Protection
Encrypted storage for lead lists, Configurable retention for personal data
Security Best Practices
Strict handling of customer prospect data, Logging of exports and large data actions
Performance & Security
Built with enterprise-grade optimization and security measures to ensure fast, reliable, and secure operation.
Frontend Performance
Client-side caching of ICPs and lists, Quick edits for sequences
Backend Performance
Batched enrichment calls, Caching of common ICP filters
Database Performance
Indexes on segments and campaigns, Soft deletes instead of hard deletes
Authentication
Standard app auth with org-based workspaces.
Data Protection
Encrypted storage for lead lists, Configurable retention for personal data
Security Best Practices
Strict handling of customer prospect data, Logging of exports and large data actions
Project Timeline
1
Week 1 – ICP & Data
1 week
- ICP spec
- data provider configuration
2
Week 2 – UX & Workflows
1 week
- ICP builder
- lead list views
3
Week 3 – AI & Pilot
1 week
- copy generation
- pilot campaigns
- first results
Ready to Build Your MVP?
Schedule a complimentary strategy session. Transform your concept into a market-ready MVP within 2-3 weeks. Partner with us to accelerate your product launch and scale your startup globally.