Case Study

Rescuing a failing project and scaling it 17x.

Company
Seller Interactive
Role
Operations Lead
Duration
Jul 2022 to Apr 2025
Industry
Amazon E-commerce Services
$10K to
Starting monthly revenue when I took over
$170K
Monthly revenue at peak after optimization
17x
Total revenue growth across the project
0
Loss months once systems were in place

A project on the verge of being shut down.

When I stepped into the Operations Lead role at Seller Interactive, I inherited a project that was in serious trouble. The business was running an Amazon reviewer network, connecting sellers with verified reviewers to generate authentic product reviews and boost rankings. The concept worked. The execution did not.

Clients had paid for a service and were seeing no results. Complaints were piling up. Error rates were high. There were no documented processes to speak of — everything lived in people's heads, which meant every new task started from scratch and every team member handled things differently. The project was generating revenue on paper but burning client trust fast.

"The project was almost buried." Clients were paying and getting nothing back. Without a clear intervention, the business would have lost its entire client base within months.

The core problems were clear once I mapped them out. There was no repeatable system for onboarding clients, managing reviewer assignments, tracking deliverables, or following up on results. Quality was inconsistent because accountability was inconsistent. And the team was too thinly stretched to keep up with even the existing volume, let alone grow it.

Build the foundation before scaling anything.

The instinct in a crisis is to move fast and fix the most visible problems first. I took a different approach: slow down, document everything, then rebuild from the ground up. Scaling a broken system faster just breaks it faster.

I started by mapping every step of the existing workflow, identifying where handoffs were failing and where accountability was unclear. From there, I built the first real SOPs the project had ever had, covering client onboarding, reviewer matching, order tracking, content delivery, and quality checks.

Phase 1

Audit and document the existing chaos

Mapped every workflow step from client onboarding to delivery. Identified the exact failure points causing client complaints and high error rates.

Phase 2

Build SOPs from scratch

Created standardized operating procedures for every repeatable task. Nothing was left to memory or interpretation. Each SOP was tested by the team before it became the standard.

Phase 3

A/B test and document what works

Ran structured tests on reviewer matching methods, client communication cadences, and delivery timelines. Documented results rigorously and kept only what moved the metrics in the right direction.

Phase 4

Hire slowly, scale deliberately

Added team members in line with actual capacity needs, not projections. Each new hire was onboarded against the existing SOPs, keeping quality consistent as the team grew.

Phase 5

Continuous optimization

Treated the SOPs as living documents. As the business scaled, workflows were updated, bottlenecks were identified early, and the team was structured to handle increasing volume without sacrificing quality.

The A/B testing piece was particularly important. Rather than guessing what would improve results for clients, I tested it methodically and documented the outcomes. This gave the team a growing playbook of proven tactics, and gave clients consistent, explainable results.

From complaints to consistency to growth.

The turnaround did not happen overnight. The first few months were about stopping the bleeding, rebuilding client confidence, and creating a stable operational base. Once that foundation was in place, growth became a byproduct of the systems rather than something we had to chase.

17x
Revenue growth from $10K to $170K monthly over the course of the engagement
Zero
Loss months recorded once the new systems and team structure were fully operational
SOPs
Complete library of standardized operating procedures built from nothing, covering every client-facing and internal workflow
$1.7M
Total annual revenue managed by 2025 with consistent profitability across all 12 months

Beyond the numbers, the project went from being a liability to being one of the most stable revenue streams in the business. Client complaints dropped significantly as delivery became predictable. The team went from reactive firefighting to proactive execution, because they had clear systems to follow.

The biggest shift was not the revenue number. It was the moment the team could handle a busy month without me personally managing every step. That is what a well-built system looks like.

The real lessons from scaling an operation.

01

Documentation is not overhead, it is the product.

In a service business, your SOPs are what you are actually selling. Consistent delivery is the product. The reviews were just the output.

02

Test before you scale.

Every method we scaled had been tested first. A/B testing gave us evidence to act on, not just instinct. This saved time and protected client results.

03

Hire for the system, not the gap.

Adding people too fast without clear roles just multiplies the chaos. Hiring slowly and against documented SOPs meant every new team member was productive from day one.

04

Revenue follows reliability.

We did not grow by chasing more clients. We grew by making the existing clients successful consistently. Referrals and retention did the rest.

Want to bring this kind of thinking to your team?