Custom E-Commerce Development for Menswear Company
Featured Review- Custom Software Development DevOps Managed Services E-Commerce Development
- $200,000 to $999,999
- May 2020 - Ongoing
- Quality
- 5.0
- Schedule
- 5.0
- Cost
- 4.5
- Willing to Refer
- 5.0
"They think about our P&L, our CAC, and our operations team's workflow, not just their own delivery."
- eCommerce
- India
- 51-200 Employees
- Online Review
- Verified
Iterator has been hired by a menswear company to be their technology partner. They manage the client's Shopify Plus storefront and bespoke order management system.
Iterator has helped the client achieve a two-fold increase in annual revenue, serve over 300,000 customers, and achieve a 40% customer repeat rate. The team runs tight sprints with a clear scope and communicates proactively. They also have a strong product point of view and push back when necessary.
The client submitted this review online.
BACKGROUND
Please describe your company and position.
I am the Head of E-Commerce of an ecommerce company
Describe what your company does in a single sentence.
We are a D2C Menswear brand that specialises in bottomwear with a focus on fabric, fit and functionality.
OPPORTUNITY / CHALLENGE
What specific goals or objectives did you hire Iterator to accomplish?
- Technology Partner managing end to end digital solution for us
- Revenue optimization through CRO efforts, improving AOV and scale
- Build a Bespoke Order Management System
- Manage our shopify storefront
SOLUTION
How did you find Iterator?
Referral
Why did you select Iterator over others?
- High ratings
- Good value for cost
- Referred to me
- Company values aligned
How many teammates from Iterator were assigned to this project?
2-5 Employees
Describe the scope of work in detail. Please include a summary of key deliverables.
The engagement spans six major areas, evolved across 6+ years of continuous partnership: 1. Custom Shopify Plus storefront. A hybrid Liquid + ReactJS architecture. Dynamic product templates let our team launch new pant types from the admin panel without developer involvement. Each pant type carries its own customer measurement schema, also admin configurable. Cross-sells, quick-add bundles, and an automated discount engine together drove roughly 3x conversion lift. OTP-based login with multipass migration of existing accounts (order history fully preserved), an enhanced customer dashboard for orders, alterations, and saved measurements, and simplified checkout flows that meaningfully reduced cart abandonment. 2. Bespoke Order Management System with internal team dashboard. A private app that handles end-to-end order operations across both ready-made and made-to-order flows. The alterations workflow is the most operationally intricate part: it tracks each customer's alteration history (what was altered, where, and when), routes alteration requests through the right factory queue, manages customer communication across the full alteration lifecycle, and stores measurements per customer per pant template so re-orders apply learned fit corrections automatically. Sitting on top of the OMS is an internal team dashboard used daily by our customer support, fulfillment, and alterations teams. It surfaces order status, measurement history, alteration queue, and customer profile context, and gives the ops team the controls they need to resolve issues without engineering involvement. 3. Python-based private applications. A layer of custom Python backend services sits between Shopify, the OMS, and our operational tooling. These services handle the data flow that Shopify doesn't natively support: pushing measurement data securely to the factory floor, syncing alterations status back to customer accounts, routing webhooks between systems, generating dynamic transactional content, and powering the integrations that make a customization-heavy commerce model run smoothly. This is the layer that lets Shopify behave like a fully custom platform without us actually leaving Shopify. 4. Advanced WhatsApp automation. WhatsApp is one of our most important customer channels in India. Iterator built a multi-stage WhatsApp automation suite that goes well beyond standard order confirmations: alteration status updates, post-purchase fit check-ins, re-order nudges based on past measurements, abandoned cart recovery, and segmented broadcast workflows tied to new launches. Each message pulls dynamic content from the OMS so it's personalized to the customer's actual order and measurement history. 5. A/B testing and conversion experimentation. A continuous testing program across PDPs, collection pages, and checkout flows. Iterator owns the technical implementation of experiments (variant routing, statistical hygiene, integration with our analytics stack) and partners with our growth and marketing teams on test design. This cadence has been a meaningful driver of the cumulative conversion gains we've seen, and lets us validate hypotheses with real revenue impact rather than gut feel. 6. Performance engineering. A focused four-month overhaul using real user monitoring data brought PDP load times from 7–8s down to 1.8s, collection pages to 1.6s, and lifted Core Web Vitals passing rate from 40% to 92% with zero CLS on key pages.
RESULTS & FEEDBACK
What were the measurable outcomes from the project that demonstrate progress or success?
The platform Iterator built is the foundation underneath all of our scale numbers. Headline outcomes: • 2x growth in annual revenue generated through the online store, growing year-on-year • 3+ Lakh customers served across ready-made and made-to-order flows • ~40% customer repeat rate in a category where one-time purchase is the norm • ~3x conversion lift driven by the recommendation engine, cross-sells, and quick-add bundles • Continuous A/B testing program driving incremental conversion gains across PDPs, collections, and checkout • WhatsApp automation suite handling the bulk of post-purchase customer engagement, with personalized content pulled live from the OMS • PDP load times reduced from 7–8s to 1.8s (p75 mobile); collection pages to 1.6s • Core Web Vitals passing rate improved from 40% to 92%, with 0 CLS on key pages • Cart abandonment meaningfully reduced via OTP login and checkout simplification • Zero in-house engineering hires across our entire history. The team-as-a-service model has been a real operational advantage •
Describe their project management. Did they deliver items on time? How did they respond to your needs?
Iterator's project management is a big part of why this is still a partnership six years in. They run tight sprints with clear scope, communicate proactively on tradeoffs and risks (not just on tickets), and consistently distinguish between what's urgent and what's strategically important. On-time delivery has been the norm rather than the exception, even on complex multi-week initiatives like the performance overhaul and the OMS rebuilds. They respond quickly to production issues and have repeatedly gone above scope when business-critical situations called for it. The team also brings a strong product point of view. They push back when something we've asked for isn't the right solution, which is rare in agency relationships and genuinely valuable.
What was your primary form of communication with Iterator?
- Virtual Meeting
- Email or Messaging App
What did you find most impressive or unique about this company?
Two things stand out. First, the technical creativity and durability of what they build. They treat platform limits as design constraints to engineer around, not as blockers. The way they architected Shopify to support our made-to-order model at launch (despite Shopify's 100-variant ceiling at the time) wasn't a workaround. It was a hybrid Liquid + ReactJS system. The strongest proof of that architecture is that the same platform has since flexed to support a primarily ready-made business at significant scale, without needing a rebuild. Second, the founder-mindset partnership. They think about our P&L, our CAC, and our operations team's workflow, not just their own delivery. That's what's allowed us to operate without an in-house engineering function. That wouldn't have been possible with a standard agency relationship.
Are there any areas for improvement or something Iterator could have done differently?
Documentation for non-engineering team members could occasionally be more comprehensive. There are times when context lives in conversation or in code rather than in a written doc, which creates a small ramp-up cost when new business team members need to understand what's been built. Iterator has been actively improving on this. Beyond that, I genuinely don't have meaningful complaints across a six-year engagement.
RATINGS
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Quality
5.0Service & Deliverables
-
Schedule
5.0On time / deadlines
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Cost
4.5Value / within estimates
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Willing to Refer
5.0NPS
