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


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

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
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
Research & Positioning
Weeks 1–3Category mapping, competitor teardown, and a merchant interview program to pin the conversion-proof positioning.
Proof & Credibility
Weeks 4–8Shoppable-video demos, ROI calculators, live-shopping playbooks, and creator partnerships to make the lift tangible before asking for the install.
Launch & Campaigns
Weeks 9–16Shopify App Store launch, review flywheel, and multi-channel campaigns across LinkedIn, content, and webinars with full attribution.
Optimization & Scale
Weeks 17–24Doubled down on the channels producing installs-to-paid, reallocating budget from attribution insights week over week.
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
Content Performance by Type
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.
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.
Merchant Journey Flow
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.
6-Month Growth Trajectory
Monthly Active Merchants
Monthly Recurring Revenue
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.
“The launch exceeded our expectations. The conversion-first approach and disciplined execution delivered results that transformed our market position.”
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.