The top 22 ecommerce development companies in the USA (2026)
Most "best of" lists are written by an agency that ranks itself first and sells the remaining places. This guide is written for the people who carry the commerce number and run the systems behind it. It maps 22 firms by what they do best, shows where each one fits, and gives every role on the buying committee the questions that separate a good partner from a good pitch.
Disclosure. This guide is published by Forte Group. Forte Group (#19) and its Salesforce division ForteNext (#13) are included and assessed against the same criteria as every other firm. No company paid to appear. Numbers are for reference only; they are not a ranking.
Key takeaways
There is no single best ecommerce development company. The right partner depends on your platform, your scope and how much capability you want to own afterwards.
The 22 firms fall into five groups: enterprise consultancies, Shopify Plus specialists, Salesforce/Adobe and multi-platform specialists, design-led studios and engineering-led firms.
Published starting prices cluster around $25,000, $55,000 and $200,000 for small, mid-size and enterprise builds. Treat them as floors. Integrations and running costs decide the real number.
In 2026 the new test is readiness for AI-driven discovery and agentic checkout: clean product data, open APIs and clear governance.
Why most "top ecommerce companies" lists mislead you
Before writing this guide we reviewed the lists that rank for this search, along with the service pages of the firms that appear on them. Three patterns came up again and again.
Self-ranking. The publisher is usually an agency, and it usually puts itself at number one.
Paid placement. Several lists invite firms to "add your company", which turns a ranking into an ad slot.
Ratings that don't discriminate. Almost every firm shows 4.8 to 5.0 stars on review sites, so the score tells you nothing about fit.
The useful questions are different. Which platform does the firm know deeply? What size of business does it serve well? What happens after launch? How ready is it for AI-driven commerce? This guide is organised around those questions. Firms were included on the strength of platform partner status, evidence of US commerce delivery, integration capability and presence in independent sources. The full method is at the end.
The 2026 ecommerce partner quadrant
Each firm is placed on two axes that matter when you build a shortlist.
Horizontal: platform focus. On the left are deep specialists in one or two platforms. On the right are platform-agnostic firms that build custom software and integrations around any platform.
Vertical: engagement scope. At the bottom are firms that mostly design, build and launch. At the top are firms that also take on strategy, data, AI and operating-model change.
Neither end is better. A Shopify Plus specialist in the lower left can be exactly right for a DTC brand, and a transformation partner in the upper right can be overkill. Use Highlight for to see the firms most relevant to your role, and select any marker for a summary.
Positions are Forte Group's editorial assessment, based on each firm's public materials and third-party profiles as of October 2026. Neither axis is a measure of quality. Numbers identify firms; they are not a ranking.
Platform strategists
Platform specialists that also own strategy, managed services or operating-model work on that platform.
Transformation partners
Platform-agnostic firms that combine commerce with data, AI, integration and organisational change.
Platform builders
Specialists focused on designing, building, migrating and optimising stores on their chosen platforms.
Experience & custom builders
Design-led or engineering-led teams that build distinctive storefronts and custom features.
Start your shortlist by situation
If you know your platform and the problem you are solving, start here. Each row names the firms to call first and why.
Your situation
Start with
Why
Replatforming from Salesforce Commerce Cloud or Adobe Commerce to Shopify Plus
Design-first teams for the storefront as a brand asset
For the Chief Digital Officer
Decide the operating model before you pick the partner
The biggest choice is not which agency. It is how much commerce capability you want to rent and how much you want to own three years from now. A platform specialist will run the channel well but keeps the know-how. A transformation partner can rebuild the operating model but needs strong sponsorship from you. An engineering-led partner extends your own teams and hands the capability back.
2026 adds a second test: agentic commerce. AI assistants now research products for shoppers and are starting to complete purchases for them. Open standards for this appeared in 2025, including the Agentic Commerce Protocol from OpenAI and Stripe and Google's Agent Payments Protocol (AP2). To be found and bought by these agents, your catalog, prices, stock and policies must be machine-readable and reachable through APIs, with clear limits on what an agent can do.
Ask in the pitch
Show us something agent-ready you have shipped: a product feed, catalog API or checkout flow built for AI agents.
How do you govern AI in production: evaluation, monitoring, rollback, and who owns the models and prompts?
What will our team own at the end of year one, and how will you hand it over?
Large firms that combine strategy, experience design, platform implementation and data. Best when commerce is one part of a wider transformation and you have enterprise budgets and executive sponsorship.
1
Bounteous
Headquarters
Chicago, IL
Platforms
Adobe, Salesforce and composable stacks
Best for
Enterprise programs where commerce, data and AI move together
A digital transformation consultancy with a mature AI practice that spans data, analytics, customer experience and commerce. Bounteous suits organisations that want one partner to connect the storefront with analytics, personalisation and the wider customer journey.
Look elsewhere ifyou need a small, fixed-price storefront build.
Large enterprises that want one partner across commerce, content, CRM and data
One of the largest US digital consultancies, with partner-level practices across the major commerce and digital experience platforms. Its scale lets one firm cover implementation, integration and managed services across several brands or regions.
Look elsewhere ifyou want a small boutique team where senior people stay hands-on for the whole project.
3
Valtech
Headquarters
Global, with US offices
Platforms
Enterprise commerce platforms, including composable stacks
A global consultancy that independent reviews describe as an enterprise commerce partner for Fortune 500 retailers. It brings experience design, platform engineering and change management together for large, multi-brand programs.
Look elsewhere ifyour budget sits below enterprise ranges or you need a quick Shopify launch.
4
Astound Digital
Headquarters
Global, with US offices
Platforms
Salesforce Commerce Cloud, Adobe Commerce, Shopify Plus and others
Best for
Retail and consumer brands that need full-service commerce at scale
Formerly Astound Commerce, it is often described as one of the world's largest pure-play ecommerce agencies. That scale suits brands that want design, build, optimisation and managed services from one partner.
Look elsewhere ifyou are a small brand looking for a one-off store build.
5
Object Edge
Headquarters
United States
Platforms
Salesforce Commerce, MuleSoft, Oracle, Palantir Foundry and AIP
Best for
Manufacturers, distributors and enterprises on Salesforce or Oracle stacks
Operating since 1994, Object Edge is a Salesforce-certified enterprise consultancy with named Fortune 100 clients. It quotes 8–12 week implementation windows for commerce platform work and offers joint-venture pricing for AI engagements with manufacturers and distributors.
Look elsewhere ifyou are not on Salesforce, Oracle or a comparable enterprise stack.
6
Rightpoint
Headquarters
Chicago, IL (a Genpact company)
Platforms
Salesforce, Adobe and Microsoft ecosystems
Best for
Experience-led transformation across commerce, service and operations
An experience consultancy backed by Genpact's operations and AI capabilities. It is a strong fit when the commerce program also touches customer service, field sales or internal workflows.
Look elsewhere ifyour need is mainly hands-on platform engineering for a single storefront.
For the VP of E-Commerce
Build the business case on three-year cost of ownership
The build quote is usually the smallest part of the bill. Platform licences (often tied to GMV), integrations, data migration, hosting, support and the internal team needed to run the platform tend to exceed the build cost within three years. Ask every finalist for a three-year total cost of ownership model in the same format, and compare those instead of day rates.
Many VPs now run a deliberate partner portfolio: a platform specialist for the storefront and a data or engineering partner for integrations, analytics and AI. If you go that way, write down who owns each system and each KPI before the contracts are signed.
Ask in the pitch
Give us a three-year TCO for our scope, including licences, running costs and the internal roles we will need.
If our budget were 20% lower, what would you cut, and what would it cost us in outcomes?
Introduce us to two clients in our GMV range who have worked with you for more than two years.
Agencies that know Shopify and Shopify Plus deeply, including checkout extensibility, B2B on Shopify and the app ecosystem. The fastest route to market for DTC brands, and a growing share of mid-market B2B.
7
Domaine
Headquarters
New York, NY
Platforms
Shopify Plus (Platinum Partner)
Best for
Funded mid-market and enterprise brands replatforming to Shopify Plus
Formed by the merger of Tomorrow Agency and Half Helix, Domaine is described as the largest US Shopify Plus agency. It is a common choice for enterprise moves from Salesforce Commerce Cloud, Adobe Commerce or legacy custom stacks, typically with budgets above $50,000.
Look elsewhere ifyour budget is below the mid-market band or you plan to stay on another platform.
8
Codal
Headquarters
Chicago, IL
Platforms
Shopify Plus (Platinum Partner), plus custom development
Best for
Enterprise Shopify migrations that need complex integrations
A Shopify Platinum Partner and digital consultancy known for enterprise platform migrations, custom Shopify Plus builds, advanced integrations and performance work. A good fit when the Shopify project also needs serious back-end engineering.
Look elsewhere ifyou need deep Salesforce Commerce Cloud or SAP Commerce expertise.
9
Shero Commerce
Headquarters
New York, with offices across the US
Platforms
Shopify and Shopify Plus
Best for
B2B and hybrid B2B/DTC brands moving to Shopify
Rated best for B2B and complex hybrid commerce among US Shopify Plus agencies, Shero helps established brands migrate and keeps improving performance after launch. Its office footprint across the US suits companies that want local teams.
Look elsewhere ifyou are committed to a platform other than Shopify.
10
Arctic Grey
Headquarters
New York, NY
Platforms
Shopify Plus
Best for
DTC brands that want a dedicated Shopify Plus team
One of six US agencies that a 2026 review names as leading Shopify Plus work. Arctic Grey focuses on Shopify Plus builds, design and growth for consumer brands.
Look elsewhere ifyou need a platform-agnostic partner, or heavy ERP integration is the core of your scope.
11
Groove Commerce
Headquarters
Baltimore, MD
Platforms
Shopify and Shopify Plus
Best for
Brands that want migration plus long-term support and growth
A full-service ecommerce agency with deep experience in Shopify migrations, custom development and ongoing support. Its client list includes Rebecca Minkoff, MeUndies, Huckberry and GoPro.
Look elsewhere ifyou run on Salesforce Commerce Cloud or SAP Commerce.
For the Head of E-Commerce
Buy roadmap velocity, not a launch date
You will work with this partner long after go-live, and your targets depend on how quickly ideas reach the site. Judge finalists on cycle time: how long a typical change takes from approved ticket to production, and how many experiments they can run each month without hurting site speed.
Ask for a first-90-days plan tied to your KPIs: conversion rate, average order value, page speed and revenue per session. A partner who can only talk about launch dates is selling a project. You need a team that keeps improving the store every sprint.
Ask in the pitch
What is your median time from approved ticket to production for a client like us?
Show us a CRO backlog and test results from a current retainer.
Who from the build team stays on our account after launch?
Specialists in enterprise platforms such as Salesforce Commerce Cloud, Salesforce B2B Commerce and Adobe Commerce, plus firms that work across several platforms. Best for complex catalogs, B2B pricing and heavy back-office integration.
12
Fēnom Digital
Headquarters
North America
Platforms
Salesforce Commerce Cloud only
Best for
Retailers on Commerce Cloud that want build and managed services from one team
More than 190 technologists focused only on Salesforce Commerce Cloud, driving over $5 billion in annual digital sales for clients such as Crocs, Casper, GNC and PacSun. Its work also covers order management, supply chain and round-the-clock managed services.
Look elsewhere ifyou are not on Salesforce Commerce Cloud and don't plan to move to it.
13
ForteNext
Headquarters
Boca Raton, FL (a division of Forte Group)
Platforms
Salesforce B2B and B2C Commerce, Order Management, Experience Cloud, MuleSoft, Agentforce
Best for
Manufacturers and distributors launching or scaling B2B commerce on Salesforce
A Salesforce partner with 120+ Salesforce experts, 150+ certifications and 100+ Lightning projects. Under its earlier Forte DGTL name it won a 2023 Salesforce Partner Summit Time to Value award and reports the first B2B Commerce Lightning implementation. One client describes launching a B2B purchasing portal in 30 days.
Look elsewhere ifyou are not on Salesforce, or you need a DTC Shopify build.
Brands between $5M and $500M+ GMV running more than one platform
A cross-platform partner reporting 150+ Magento and Adobe Commerce builds, with depth in B2B and ERP integration. It publishes typical build ranges, which makes early budgeting easier. Figures are self-reported.
Look elsewhere ifyou need strategy and operating-model consulting beyond the build.
15
Xumulus
Headquarters
Chicago, IL
Platforms
Adobe Commerce, BigCommerce, Shopify, Oracle
Best for
Mid-market brands that want a full-service, multi-platform partner
A full-service agency working across Adobe Commerce, BigCommerce, Shopify and Oracle commerce, with growth strategy, integration and conversion optimisation services. Useful when you are still choosing between platforms.
Look elsewhere ifyou want a composable, MACH-first partner.
B2B and B2B2C replatforming for manufacturers, distributors and wholesalers
Founded in 2009, with more than 200 specialists across five major platforms. Elogic focuses on integration-heavy B2B work: ERP, CRM, PIM and OMS connections, complex pricing and replatforming.
Look elsewhere ifyou need a fully US-based team.
For the E-Commerce Director
De-risk the replatform before you sign
Most replatforms that go wrong fail at the edges: organic traffic lost to broken URLs, customer accounts that don't migrate cleanly, gaps in order history and a cutover planned too close to peak. Ask finalists to walk through their migration plan in detail before you compare design concepts.
Insist on a full URL redirect map, a data migration rehearsal with real records, a period of parallel running and a written rollback plan. Agree a code freeze well ahead of your peak trading season and put it in the contract.
Ask in the pitch
Show us traffic and revenue before and after a recent migration, including organic search.
How will you move customer accounts, saved payment methods and order history to our target platform?
Brand and experience studios that build commerce sites. Best when the storefront itself is the product: new brand launches, redesigns and premium DTC.
17
Digital Silk
Headquarters
United States
Platforms
Multi-platform, including headless builds
Best for
Enterprise brands that want a design-forward headless storefront
Named best for headless commerce and enterprise ecommerce development in a 2026 review of US design firms. Digital Silk combines brand, UX and development for high-visibility storefronts.
Look elsewhere ifthe hardest part of your project is back-office integration rather than the front end.
18
Big Human
Headquarters
New York, NY
Platforms
Shopify Plus and other platforms
Best for
Brand launches and redesigns for DTC and B2B companies
A brand and product studio whose ecommerce work spans DTC and B2B. A good fit when identity, content and storefront need to be designed together.
Look elsewhere ifyour scope is mostly ERP, order management or data integration.
For the CMO
Own the experience, the first-party data and your place in AI answers
The storefront is your most-visited brand asset, and it is where you collect the first-party data your paid media now depends on. Make consent, tagging and the connection to your CDP or CRM part of the project scope, not something to sort out after launch.
Discovery is also moving into AI assistants. When a shopper asks for the best running shoe under $150, the answer draws on structured product data, reviews and pages that models can read easily. Ask partners how they approach answer engine optimisation (AEO), and how they will measure your visibility in AI responses alongside organic search.
Ask in the pitch
How will the new build improve our first-party data capture and consent rates?
How do you structure product content so AI assistants can cite it, and how do you measure that?
How do you test new creative without slowing the site down?
Software engineering firms with ecommerce practices. Best when the hard part is custom functionality, integrations, data and AI, or when you want to extend your own engineering team.
19
Forte Group
Headquarters
Chicago, IL
Platforms
Platform-agnostic: custom and composable builds, Salesforce (via ForteNext), AWS, Databricks
Best for
Custom commerce engineering, integrations, data and AI around any platform
An engineering firm founded in 2000, with 900+ technology experts in 10 locations. It positions itself as an AI-native product development partner and uses its own AI agent framework across client delivery. On The Manifest it holds a 4.9 rating from 20 reviews, with ecommerce making up about a fifth of its client focus and most clients in the mid-market and enterprise. Its roots in quality assurance show in test automation and release discipline.
Look elsewhere ifyou need a Shopify theme refresh or a brand-led launch.
20
ScienceSoft
Headquarters
McKinney (Dallas area), TX
Platforms
Adobe Commerce for platform builds, plus custom development
Best for
Adobe Commerce builds, support and audits with strong process
Delivering ecommerce projects since 2003, with 750+ staff and ISO 9001 and ISO 27001 certification. ScienceSoft works only with Adobe Commerce for platform-based builds and offers an online cost calculator and fast ballpark estimates.
Look elsewhere ifyou are committed to a platform other than Adobe Commerce.
21
Itransition
Headquarters
Denver, CO
Platforms
Adobe Commerce, Agentforce Commerce, SAP Commerce Cloud, Odoo, Shopify, WordPress
Best for
Large organisations that need commerce plus ERP, BI and back-office systems
More than 25 years in ecommerce development, with an internal Ecommerce Center of Excellence and recognition from analysts including Forrester, Everest Group and ISG. Its case studies lead with measured outcomes, such as five times faster page loads on an Adobe Commerce store.
Look elsewhere ifyou want a small boutique team.
22
Magneto IT Solutions
Headquarters
US, with regional sites in Canada, the UK, Australia and the Gulf
Platforms
Adobe Commerce, Shopify Plus, commercetools, Hyvä, Shopware, BigCommerce, plus PIM, DAM and MDM tools
Best for
Composable commerce with PIM and AI services from a commerce-only firm
Founded in 2010, Magneto works only on commerce and covers the whole stack, from storefront to PIM, ERP and marketing. It offers separate services for AI search, personalisation, dynamic pricing and answer engine optimisation, and reports 400+ stores launched (self-reported).
Look elsewhere ifyou want published pricing before the first call.
For the Head of Digital
Choose an architecture you can run for five years
Headless and composable stacks give you freedom, and they also give you more systems to own. Go composable where it creates a real advantage, such as search, pricing or a distinctive front end, and keep everything else simple. The test is whether your team can operate what gets built.
Look closely at engineering hygiene: automated tests, CI/CD pipelines, observability and documentation. These decide your cost of change for years after launch, long after the partner's design concepts have been forgotten.
Ask in the pitch
Which parts of our stack would you build custom, and which would you buy? Why?
Show us test automation coverage and the deployment pipeline on a comparable project.
Few firms publish prices. The ranges below are the starting points published by firms on and around this list. Use them as floors for budgeting, not as quotes.
Scope
Typical published starting point
Typical timeline
Small store or MVP. Template design, core catalog, standard payments, admin panel
$10,000 – $25,000
4 – 8 weeks
Mid-size store. Custom design and workflows, ERP integration, multi-currency, analytics
$20,000 – $60,000
3 – 5 months
Enterprise, complex B2B or marketplace. Headless, AI personalisation, many integrations, custom security
$60,000 – $250,000+
6 – 12 months
Two large firms publish identical starting points of $25,000, $55,000 and $200,000, which suggests a shared industry benchmark rather than real quotes. Platform specialists report typical Shopify Plus builds of $75,000–$250,000 and Adobe Commerce builds of $85,000–$250,000.
What moves the number most:
Integrations. Each ERP, OMS, PIM, WMS, tax or payment connection adds design, build and testing effort.
Data migration. Catalog, customers, orders and content, plus cleaning them first.
Design. Templates cost far less than a custom design system.
B2B rules. Contract pricing, quotes, approvals and account hierarchies.
Markets. Each extra language, currency or tax regime.
Compliance. PCI DSS, accessibility and privacy requirements.
Running costs. Licences, hosting, monitoring and the support retainer, which continue every year.
For the Business Operations Lead
Integrations decide whether the new site works
Customers judge the storefront. Your team lives with the plumbing: ERP, order management, warehouse, PIM, tax, payments and returns. Before design starts, map how orders, inventory, prices and customer data flow today, and decide which system is the source of truth for each.
Then ask how integrations fail. Every connection drops at some point. You want queues, retries, alerts and a dashboard that tells your team about a stuck order before a customer does. Exceptions such as backorders, split shipments, returns and contract pricing are where budgets and timelines usually slip.
Ask in the pitch
Give us an integration inventory for our scope, with the data owner for each flow.
How do you monitor, retry and alert on failed integrations?
Which of our exception processes have you built before, and for whom?
Write a one-page brief (week 1)Outcomes, KPIs, platform constraints, budget band and must-have integrations. If you can't fit it on a page, the scope isn't ready.
Build a long-list of six to eight firms (weeks 1–2)Use the quadrant and the situation table. Mix at least two groups so you can compare approaches.
Send a short, scenario-based RFP (weeks 2–3)Describe one real situation from your business, such as a B2B reorder or a peak-day promotion, and ask how each firm would handle it.
Hold working sessions with three firms (weeks 3–4)Meet the people who would actually do the work, not only the sales team.
Call references at your size and on your platform (weeks 4–5)Ask what went wrong and how the firm responded.
Fund a short paid discovery (weeks 5–6)Two to four weeks with your preferred firm before you commit to the full build. It tests the relationship and sharpens the estimate.
Score each finalist with the same weights. This is the scorecard we recommend.
Criterion
Weight
What good looks like
Relevant delivery evidence
25%
Projects at your size, on your platform, with measured outcomes
Integration and architecture
20%
A clear plan for ERP, OMS and PIM, and for who owns each kind of data
Team and continuity
15%
You met the delivery team, and key people stay after launch
AI and data readiness
15%
AI features in production, with evaluation and governance
Support and operations
15%
An SLA matrix, peak readiness and test automation
Commercial fit
10%
Transparent pricing, milestone billing and a three-year TCO
Red flags
A proposal that could have been sent to any client.
Case studies with no numbers, or numbers with no context.
The people in the pitch are not the people on the project.
No answer on how integrations fail and recover.
A price far below the others with no explanation.
AI capability that exists only in slides, with nothing in production.
For the Digital Operations Manager
Plan for day two before day one
Launch is where your job starts. Agree the support model before anyone signs: severity definitions, response and resolution times, cover in your time zone and over peak, and who is allowed to deploy fixes.
Ask for monitoring and alerting from the first day, load testing before peak trading, release management backed by automated tests, and runbooks your team can follow at 2 a.m. A partner with strong QA habits costs less to run, because fewer problems reach production.
Ask in the pitch
Share your SLA matrix and an example monthly support report.
Walk us through your last peak-season incident and the post-mortem.
How are releases tested and approved before they reach production?
How firms were chosen. We started from more than a dozen 2026 "best ecommerce development company" lists and the service pages of the firms they name. A firm was included if it showed most of the following: platform partner status at a senior tier, evidence of commerce delivery for US clients, integration capability beyond the storefront, and presence in sources it did not publish itself.
What we did not use. Average review scores, because nearly every firm sits between 4.8 and 5.0. We also did not accept payment for inclusion or placement.
How positions were set. Quadrant positions and "Look elsewhere if" notes are Forte Group's editorial judgment, based on public information available in October 2026. Facts marked self-reported come from the firm itself. Firms are numbered for reference only; the numbers are not a ranking.
Disclosure. Forte Group publishes this guide. Forte Group and ForteNext are included under the same criteria as every other firm. We review the guide twice a year. If you see an error about your company, contact Forte Group's marketing team and we will correct it.
Talk it through with an engineer
If your project involves custom features, complex integrations, data or AI around your commerce platform, Forte Group can help you test your scope and architecture before you go to market. If you are on Salesforce, ForteNext can do the same for your B2B or B2C Commerce roadmap. Either way, you will speak to people who build, not only people who sell.
Frequently asked questions
Which is the best ecommerce development company in the USA?
There isn't one. For Shopify Plus, start with Domaine, Codal or Shero Commerce. For Salesforce Commerce Cloud, look at Fēnom Digital, and for Salesforce B2B Commerce, ForteNext or Bounteous. For Adobe Commerce, consider ScienceSoft or IWD Agency. For custom engineering, data and AI around any platform, look at Forte Group, Itransition or Bounteous.
How much does it cost to build an ecommerce website in 2026?
Published starting points run from about $10,000–$25,000 for a small store, $20,000–$60,000 for a mid-size custom store and $60,000–$250,000+ for enterprise, complex B2B or marketplace builds. Licences, integrations and support add to this every year, so compare three-year total cost of ownership.
How long does ecommerce development take?
A basic store takes four to eight weeks. Mid-size projects take three to five months. Enterprise platforms with complex integrations usually need six to twelve months, plus time for a careful cutover away from peak season.
Should we choose Shopify Plus, Adobe Commerce, Salesforce Commerce Cloud or a composable stack?
Shopify Plus is fastest to market and suits most DTC and a growing share of B2B. Adobe Commerce suits large catalogs and heavy customisation. Salesforce Commerce Cloud fits brands already invested in Salesforce for CRM, service and marketing. Composable stacks such as commercetools give the most flexibility and demand the strongest in-house engineering. Choose a partner who can explain when not to use their favourite platform.
Should we hire an ecommerce agency or a software engineering firm?
Hire an agency when the storefront experience and platform configuration are the main work. Hire an engineering firm when the hard parts are custom features, integrations, data and AI, or when you want to grow your own team's capability. Many companies use both, with clearly separated responsibilities.
How do we judge a partner's AI capability?
Ask to see AI features running in production, not prototypes. Ask how they evaluate model quality, monitor for errors and roll back changes, and who owns the models, prompts and data. Check whether they can make your catalog ready for AI shopping agents through structured product data and APIs.
Digital & Content Marketing Manager at Forte Group
Simon Wright is a B2B demand generation and content strategist with 10+ years' experience across enterprise and ecommerce. He brings a dual perspective; navigating the complexity of B2B and the pace of D2C, to help ambitious organisations turn marketing into a measurable growth engine.