All Case Studies
Agency Growth · Ecommerce

From $600K to $1.5M — Scaling Budai Media Over 3 Years

How multi-channel outreach, CRM overhaul, and new service lines transformed a retention email agency into a full ecommerce growth partner — hitting 42 sales calls in a single month at peak.

Budapest, Hungary Engagement: Feb 2022 – Present Founder: Daniel Budai
$600K
Starting Revenue
$1.5M
Revenue at Peak
88
Active Campaigns
45K
Emails/Month at Scale
250+
Qualified Appointments Booked
42
Sales Calls in Peak Month

The Challenge

When we first engaged with Budai Media in February 2022, Daniel Budai had built a solid reputation as a retention email marketing agency serving ecommerce brands. Revenue stood at $600K annually — respectable, but capped by a narrow service offering and a lead generation operation that wasn't firing on all cylinders.

The situation we walked into had three core problems. First, the HubSpot CRM was a mess — 10,000 contacts with no segmentation, no active sequences, and no visibility into pipeline health. Second, the Upwork outreach was underperforming, generating below-potential results despite the platform's opportunity. Third, there were no list building tools in place and no cold email infrastructure — meaning a huge, scalable lead channel was sitting completely untapped.

Daniel had the delivery capability and the ambition to grow significantly. What was missing was a reliable, structured system for generating qualified sales conversations at volume.

The Strategy: Build, Then Scale

Rather than launching everything at once, we took a phased approach — fixing the foundations before scaling volume.

Phase 1 — Feb 2022

Upwork Overhaul

We started by diagnosing and fixing the Upwork operation. Refined the agency's profile positioning, rewrote proposal frameworks, and established a consistent outreach cadence. This was the quickest path to generating qualified conversations while the longer-term channels were being built.

Phase 2 — Mid 2022

CRM Rescue & Lead Nurturing

Tackled the HubSpot mess — cleaned and segmented 10,000 contacts, built value-based nurture sequences, set up pipeline dashboards, and created a system so that no lead ever fell through the cracks again. The CRM went from a liability to an active revenue asset.

Phase 3 — Late 2022

Cold Email Infrastructure Built

Set up the full cold email stack from scratch — domains, warmup, toolstack, and sequences. Built niche-specific prospect lists targeting Shopify and WooCommerce brands in verticals including fashion, pet brands, jewelry, luxury watches, fitness, furniture, and more. Primary focus: US and European ecommerce brands doing $50K+ revenue.

Phase 4 — 2023

Scale: 88 Campaigns, 45K Emails/Month

Cold email results validated the approach, so we scaled aggressively. At peak we were running 88 active campaigns simultaneously, sending 45,000 emails per month across multiple geographies and niches — US, UK, Ireland, Scandinavia, Poland, Hungary, and more. This generated a record of 20 booked calls per month from cold email alone, rising to 42 total sales calls in the peak month across all channels.

Phase 5 — 2023–2024

New Service Lines + Lead Strategy

Recommended expanding from email-only into Google Ads, Meta Ads, and CRO services to increase deal value and serve clients more completely. Daniel handled hiring for the new capabilities — we handled generating leads for these new offerings, ensuring the expanded service lines had a pipeline from day one.

The Targeting Approach

Our list building strategy focused on Shopify and WooCommerce stores across the US and Europe, targeting brands generating $50K+ in monthly revenue — the ideal fit for Budai Media's retention marketing services.

Fashion & Apparel
US & EU
Pet Brands
US
Jewelry & Luxury Watches
US & EU
Fitness & Sports
US
Home & Furniture
US
Arts & Entertainment
US
Auto & Vehicles
US & EU
Outdoor & Hiking
US
Crowdfunding Brands
Kickstarter / Indiegogo

We also built dedicated crowdfunding lists — targeting Kickstarter and Indiegogo brands that had successfully funded and were moving into scaling their ecommerce operations, a segment with strong need for retention marketing and relatively low outreach competition.

The Results

Revenue grew at 35–40% per year over the course of the engagement, scaling from $600K to $1.5M as new channels came online and new service lines expanded average deal value. The growth was steady and compounding — each year's systems building the foundation for the next year's scale.

$1.5M
Revenue at Peak
250+
Appointments Booked Total
42
Sales Calls, Best Month
88
Active Campaigns
45K
Emails Sent/Month
35–40%
Revenue Growth Per Year
80%+
Avg Email Open Rate
9/10
Deliverability Score
3+ yrs
Engagement Duration

What Daniel & the Team Said

DB
Daniel Budai
Founder, Budai Media · Built retention marketing for 170+ ecommerce companies | $81M+ generated
LinkedIn Recommendation · May 2022 · Daniel managed Shivraj directly
"Shivraj has been a great team member to work with, he helps our team generate more qualified leads, so our salesperson can close them. He's not only great in communication and a team player but he's highly reliable and able to figure things out by himself. This helps our team grow faster. I hope we can work together for a long-time in the future and improve each other's game further."
D
Daniel Slack — talking about sales

"we are really happy with @Shivraj because today we set the record of monthly sales calls. I had my 25th sales call today and I had 25 last October. Tomorrow, I actually have 2 more so that's a really strong start for 2025."

S
Santiago Slack · 8 months ago

"I would say 'nice man you got lucky!' but after seeing the sales efforts you, Ben and Shivraj are doing I'll go with 'well deserved'."

★★★★★ 5.00 · Dec 2024 – Jan 2025
Experienced Sales Dev Rep Needed for Ecommerce Marketing Agency

"Shivraj was incredible to work with! His proactiveness and presence of mind were evident from day one as he quickly optimized our lead generation processes and introduced innovative channels that drove measurable results. He brought tangible ideas for breakthroughs, showing a highly strategic approach to sales and business development. He kept our CRM organized, provided actionable updates, and suggested improvements that set us up for sustainable growth."

★★★★★ 5.00 · Nov 2024 – Jan 2025
Business Development Representative Needed

"Shivraj was a game-changer for our lead generation efforts! He proactively identified high-quality prospects across Upwork, LinkedIn, and cold email, delivering measurable improvements in conversions and client engagement. His expertise in optimizing Upwork proposals and testing innovative outreach strategies significantly boosted our project success rate."

Want results like these for your agency?

Whether you need cold email infrastructure, CRM management, or a full multi-channel lead generation system — let's build it together.

See All Case Studies