Machina
Product Launch Case Study

Shoppable Video Commerce Platform Go-to-Market

How we launched a shoppable-video app for D2C brands into a crowded Shopify ecosystem, reaching 300% user growth and $2.5M ARR within six months through conversion-first positioning and multi-channel execution.

Industry: SaaS marketing

+300%
User Growth
$2.5M
ARR
85%
Trial → Paid
Product landing page
Shoppable video platform landing page: a phone playing a shoppable video with add-to-cart product tags and a 20X product-discovery badge
The shoppable-video experience with live funnel-conversion analytics, session replay, and per-product visit tracking

The shoppable-video experience and merchant analytics we took to market — where a passive video becomes a checkout.

The Product

What we launched

A shoppable-video commerce platform that turns short-form video and UGC into interactive storefronts. Merchants embed shoppable videos, run live-stream shopping events, and generate AI ad creative — all inside a native Shopify integration. Our job was to launch it: positioning, go-to-market motion, conversion-tuned funnel, and the acquisition engine behind it.

Live-stream shopping interface with a live host, shop-similar-items row, and real-time product engagement

Live-stream shopping

Hosts sell in real time while viewers add to cart without leaving the stream — the highest-intent surface in the product.

The shoppable-video product page: a live-host video with real-time engagement, a sold-this-week counter, and D2C brand logos

Conversion-first funnel

Every surface — landing page, app listing, in-video CTA — was tuned around one job: turn a view into an installed merchant, then a paying one.

The Problem

The Challenge

Launching a shoppable-video app into the Shopify ecosystem — a category already crowded with video and UGC tools, where merchants are fatigued by “conversion apps” that promise lift and rarely move the number. The job was to prove the platform paid for itself, fast, on a startup budget.

A crowded app category

200+ video and UGC apps already competing for the same D2C merchants

Low store visibility

An early App Store listing with little rank or review base to build trust against incumbents

Merchant skepticism

Operators wary of yet another tool promising conversion lift without proof

A startup budget

$150K launch budget against venture-funded competitors outspending it 10-to-1

Competitive Landscape

Install base →Merchant ROI →High ROISmall baseCategory leadersOur PlatformFireworkVideowiseTolstoyBambuser
Our Platform
Funded incumbents
Point solutions

Methodology

Strategic Approach

We built a conversion-first positioning aimed at mid-market D2C brands on Shopify — leading with proven revenue lift instead of feature lists, and treating the App Store listing and merchant reviews as the top of the funnel.

Category Analysis

Mapped 200+ video and UGC apps and interviewed 150+ D2C operators to find the positioning gap: proof of conversion, not more features

Conversion Messaging

A revenue-first message framework built around merchant ROI, add-to-cart lift, and live-shopping AOV — the numbers operators actually decide on

Launch & App Store

Shopify App Store optimization, a review flywheel, creator partnerships, and multi-channel campaigns with closed-loop attribution

Implementation Timeline

1

Research & Positioning

Weeks 1–3

Category mapping, competitor teardown, and a merchant interview program to pin the conversion-proof positioning.

Merchant InterviewsApp Store AuditCompetitive Analysis
2

Proof & Credibility

Weeks 4–8

Shoppable-video demos, ROI calculators, live-shopping playbooks, and creator partnerships to make the lift tangible before asking for the install.

Demo BuildsCreator PartnershipsROI Calculators
3

Launch & Campaigns

Weeks 9–16

Shopify App Store launch, review flywheel, and multi-channel campaigns across LinkedIn, content, and webinars with full attribution.

App Store LaunchLinkedInWebinar Series
4

Optimization & Scale

Weeks 17–24

Doubled down on the channels producing installs-to-paid, reallocating budget from attribution insights week over week.

Channel OptimizationASO IterationBudget Reallocation

Deep Dive

How We Did It

A detailed breakdown of the tactical execution that drove 300% user growth and $2.5M ARR in six months.

Category & Merchant Research

Analyzed 200+ video and UGC apps and interviewed 150+ D2C operators to find where the category left merchants unconvinced — and what would actually earn the install.

  • Found 3 messaging gaps competitors left wide open
  • 73% of merchants prioritized proven conversion lift over features
  • Mapped the D2C buying process from app listing to paid plan

What Merchants Decide On

Proven conversion lift73%
Shopify-native setup62%
Creator / UGC workflows41%
Brand recognition28%

Content Performance by Type

Live shopping demos
34% Conversion
ROI calculators
28% Conversion
Merchant case studies
22% Conversion
Webinars
19% Conversion
Blog posts
12% Conversion

Proof-First Content, 50+ Pieces

Built a proof-first content engine across 15 webinars and 50+ pieces, leading with the formats merchants converted on: live-shopping demos and ROI calculators that showed the lift before the pitch.

15
Webinars
50+
Content Pieces
5
ROI Calculators
3
Creator Partners

Multi-Touch Attribution

Instrumented the full path from first touch to paid plan, so every dollar could be traced to the channel that produced installs — and budget could move to what worked, weekly.

LinkedIn Campaigns42% Attribution
Content Marketing28% Attribution
Creator & Agency Partners19% Attribution
Direct / Organic11% Attribution

Merchant Journey Flow

1
Awareness
Creator content → App listing
2
Consideration
ROI calculator → Live demo
3
Decision
Merchant case study → Install
4
Conversion
Free trial → Paid plan

Outcomes

Results That Transformed the Business

Within six months, the platform went from an early-stage App Store listing to a serious contender in shoppable video — with growth that outpaced every projection.

+300%
User Growth
From 2,400 to 9,600 monthly active merchants
$2.5M
ARR
Annual Recurring Revenue achieved in six months
85%
Trial → Paid
Free trial to paid plan conversion

6-Month Growth Trajectory

Monthly Active Merchants

M1M2M3M4M5M62.4K3.1K4.8K6.5K8.2K9.6K

Monthly Recurring Revenue

M1M2M3M4M5M6$12K$28K$65K$120K$180K$208K

Key Learning

Merchants adopt a conversion tool when they see the conversion — not the feature list

We earned trust by proving the lift early — shipping live-shopping demos, ROI calculators, and real merchant benchmarks that made the platform's value tangible before asking for the install. That proof-first motion drove the majority of qualified pipeline in the first six months.

+300%
User Growth
$2.5M
ARR
85%
Trial → Paid
“The launch exceeded our expectations. The conversion-first approach and disciplined execution delivered results that transformed our market position.”
Sarah Chen
VP of Product

Results Disclosure: Results described in this case study are specific to this client engagement and are not guaranteed. Individual results will vary based on budget, industry, competitive landscape, market conditions, execution, and other factors. Past performance does not guarantee future results. Machina makes no representation that any client will achieve similar outcomes.