AI-powered ecommerce growth

Intelligence applied.
Growth engineered.

Find the opportunity in your data. Bring it to your storefront. SDG combines AI, commerce expertise, and hands-on implementation across search, conversion, content, analytics, and customer growth.

Build your growth program →See the services

Official AI partners.
Deep commerce expertise.

OpenAI Partner Claude Partner Network Google Cloud Partner
Built to execute

The insight.
The implementation.
The next move.

Your growth opportunity may be hidden in a large catalog, fragmented reporting, weak product content, or a purchase journey with too much friction. We connect the evidence and turn it into work your customers can experience.

Our team can research the opportunity, write the content, design the experience, build the integration, ship the change, and evaluate the result. That depth keeps the strategy connected to what actually happens in your business.

Meet the full AI practice
The growth services

From discovery
to the next purchase.

Start with a focused opportunity or connect the disciplines into an ongoing growth program. Each scope defines the work, its owners, and the measures that matter.

Be found. Be understood.

SEO & AI discovery

Explore our Shopify SEO practice

We combine AI-assisted research and catalog analysis with the technical work that earns discovery: crawlable storefronts, clear product information, useful buying guidance, and a coherent content architecture. Your organic roadmap connects search demand to the products and categories that matter commercially.

What we deliver

  • Technical SEO and indexing remediation, with an implementation backlog ranked by commercial opportunity.
  • Search-intent analysis, category and product-page improvements, internal linking, and editorial briefs.
  • AI search visibility reviews, accurate structured data, and consistent product information across your storefront and feeds.

How we measure the work

Qualified organic visits, indexed priority pages, organic conversion, and identifiable AI referrals. AI visibility observations are reported separately from attributable revenue.

Turn intent into action.

CRO & experimentation

Explore our conversion practice

We use AI to synthesize customer feedback, research, and funnel data into a focused experiment backlog. Our team then designs and builds the changes: product pages, collection experiences, navigation, offers, cart flows, and the details that make buying easier.

What we deliver

  • Funnel and customer-research synthesis, with hypotheses tied to a specific purchase barrier.
  • Experiment design, copy and interface variants, implementation, and tracking QA.
  • Test readouts with sample-size requirements, uncertainty, and margin, return-rate, or retention guardrails.

How we measure the work

Conversion rate, revenue per visitor, average order value, and contribution margin where the underlying data supports it. Winners are established through evidence.

Scale the work. Keep the voice.

Content authoring & product storytelling

Explore connected content systems

We build content programs that connect approved product facts, brand voice, customer questions, and editorial judgment. AI accelerates research, drafting, adaptation, and quality checks; experienced people own the story, the claims, and the finished work.

What we deliver

  • Brand-voice systems, approved source libraries, editorial plans, and repeatable briefing workflows.
  • Product and collection copy, buying guides, comparison content, campaign assets, and localized adaptations.
  • CMS or PIM publishing workflows with factual checks, review, version history, and clear ownership.

How we measure the work

Content quality, publishing lead time, organic engagement, and conversion at the page or campaign level. Volume is a production measure, not the business outcome.

Know what deserves the next dollar.

Analytics & decision intelligence

Explore our analytics practice

We connect the data, reconcile the definitions, and use AI to accelerate investigation. Teams get clearer explanations of acquisition quality, product performance, customer behavior, and commercial changes—with the source evidence needed to act.

What we deliver

  • Measurement and tracking audits, shared KPI definitions, and reconciled reporting foundations.
  • Cohort, funnel, product, and channel analysis, with anomaly detection and recurring decision briefs.
  • Custom dashboards and permission-aware data assistants that link answers to their sources.

How we measure the work

Data completeness, reconciliation accuracy, reporting effort, and the commercial results of the decisions taken. Attribution limits and uncertainty stay visible.

Make the next purchase more relevant.

Lifecycle & retention

Explore our integration capabilities

We use AI-assisted analysis to understand customer needs and identify moments worth acting on. From onboarding and replenishment to win-back and loyalty, the work connects strategy, creative, data, and the systems that deliver the experience.

What we deliver

  • Behavioral and value-based segmentation, lifecycle opportunity maps, and customer journey design.
  • Email and SMS briefs, copy variants, replenishment and win-back flows, and platform implementation.
  • Consent-aware audience rules, suppression and frequency controls, and holdout-based testing where feasible.

How we measure the work

Repeat purchase, retention by cohort, incremental revenue where testable, and unsubscribe rates. Platform-attributed sales are distinguished from demonstrated lift.

Put the right products in the path.

Merchandising & personalization

Explore search and merchandising

We connect catalog intelligence with how people shop. AI supports attribute enrichment, product grouping, recommendation logic, and search analysis; our commerce team implements experiences that respect inventory, margin, brand priorities, and the customer.

What we deliver

  • Product attribute enrichment, taxonomy improvements, and catalog quality workflows.
  • Search relevance reviews, collection strategy, recommendations, and guided product discovery.
  • Inventory- and margin-aware business rules, personalization experiments, and merchandising controls.

How we measure the work

Product discovery, search exits, product-to-cart rate, revenue per visitor, and margin-aware sell-through, using controlled comparisons where feasible.

A program with momentum

Prioritize. Ship.
Learn. Improve.

The operating rhythm is agreed around your team, traffic, and commercial priorities. You see what is being delivered, why it matters, and what the evidence says next.

  1. Establish the baseline

    Audit measurement, content, customer journeys, and connected systems. Define the opportunity and the constraints.

  2. Build the roadmap

    Rank the work by expected value, confidence, and effort. Set owners, acceptance criteria, and measurement plans.

  3. Put the work live

    Deliver the creative, content, code, and integrations. Review quality and verify the live customer experience.

  4. Make the next decision

    Review outcomes, test uncertainty, and operational learning. Scale what earns its place and revise what does not.

Built on your business

Your expertise.
Your data.
A higher standard of execution.

We ground the work in approved product information, brand standards, customer evidence, and reliable measurement. Experienced practitioners own editorial judgment and commercial decisions.

When the opportunity calls for custom tooling, our engineers build it: catalog enrichment workflows, content review systems, reporting assistants, or applications that connect your teams and platforms.

Explore our application engineering

Questions about AI growth services

How does SDG use AI in ecommerce growth?

We use AI to accelerate research, synthesize customer and performance data, author and adapt content, and build useful workflows. Senior specialists set the strategy, validate the outputs, implement the changes, and measure the results against an agreed baseline.

Can we start with one service?

Yes. An engagement can begin with a specific SEO, conversion, content, analytics, retention, or merchandising opportunity. We identify the supporting data and implementation work, then expand where the evidence justifies it.

Can you guarantee rankings, AI citations, or a revenue lift?

No. Search platforms control inclusion, and commercial results depend on the market, offer, traffic, and customer experience. We commit to clear deliverables, sound implementation, transparent measurement, and decisions grounded in evidence.

Who reviews AI-authored content before publication?

The review and approval workflow is agreed during scoping. Content is grounded in approved sources and checked for factual accuracy, product claims, brand voice, and publishing requirements before release.

Will this work with our existing team and tools?

Yes. SDG can work alongside your marketing and ecommerce teams and connect to your existing commerce, analytics, content, and lifecycle platforms. We define responsibilities and access around the scope of the work.

Start a project

Make your next move count.

Bring us your storefront, your commercial priorities, and the opportunities you want to pursue. We will define the work and build the program to deliver it.

Discuss AI ecommerce growth →The full AI practice