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AI Commerce Readiness Audit
Assess how product pages, catalogue fields, policies and machine-readable data behave. Get a prioritised, evidence-based remediation plan.
Request an audit ↗A new era of product discovery
Be the business AI can understand.
Customers increasingly start with a question, not a category page. We help merchants make their product information more accurate, accessible and useful across AI-assisted shopping experiences.
Independent implementation studio. No ranking promises. No platform endorsement claims.
The catalogue layer
Make every product
answerable.
Clear identities, consistent attributes and verifiable source data help turn a catalogue into information people and AI systems can actually use.
Product data qualityIllustrative diagnostics · not client data
Structured ✓✧
Golden Hour CandleAmber & fig · 180 g · Fictional
£24◈
Everyday Notes JournalStationery · Linen concept
£19❋
The Blush Bloom PosyBotanicals · Preserved concept
£328 of 8demo products accessible in HTML
01 AI-readiness before hype
02 Evidence-led implementation
03 Independent, platform-aware advice
What we do
Commerce systems built for the next conversation.
From a first product-data audit to ongoing operational support, our work closes the gap between what a business sells and what AI-assisted discovery can accurately explain.
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Business Presence & Onboarding
Support authorised merchant profile verification and information management in eligible AI-commerce programmes, including ChatGPT Business Hub where available.
Discuss eligibility ↗03 /
Product Feed Engineering
Improve attributes, descriptions, identifiers, availability, image references and feed validation across your commerce stack.
Improve my catalogue ↗04 /
Customer-Facing AI Assistants
Design and integrate governed AI product advisors for your own website or channels. Native platform agents depend on vendor and regional eligibility.
Explore AI assistants ↗05 /
Monitoring & Evidence
Keep product facts current, catch catalogue drift and establish repeatable questions that test whether AI answers remain grounded.
Discuss managed support ↗→ /
Not sure where to begin?
Tell us about your store and the systems you use. We'll help distinguish opportunities available today from features that still depend on eligibility and rollout.
Start a conversation ↗A real engineering experiment
We tested the gap between a storefront and a readable catalogue.
We built an imaginary gift boutique at gifts.rasvai.com, then compared what a shopper could see with what a non-JavaScript reader could extract. The first test missed every product; after remediation, all eight products and all eight dedicated product pages were independently readable.
0 / 8Baseline product extraction
8 / 8After remediation
- Live, clearly labelled fictional retailer
- Published audit with before-and-after evidence
- Structured catalogue and six answer-check fixtures
The test demonstrates HTML readability, not ChatGPT search placement, customer acquisition or sales.
rasvai. GIFT ATELIERCONCEPT STORE
Make someone feel thought of.8 fictional products
How we work
Assess first. Build second.
Prove every change.
01
Understand
Map your commerce platform, catalogue sources, website, ownership and target customer questions. Confirm platform eligibility before promising onboarding.
02
Improve
Correct product data, build accessible catalogue pages, support eligible integrations and introduce appropriate AI workflows with sensible guardrails.
03
Measure
Repeat extraction tests and answer evaluations. Show evidence of accuracy and data quality changes, distinguishing them from ranking or revenue claims.
ShopifyWooCommerceProduct feedsStructured dataRetail & lifestyle brandsEnterprise integrations
Ways to engage
Start small. Learn fast.
Transparent starting points for early engagements. Every merchant is different; we confirm scope, deliverables and platform eligibility before agreeing a project fee.
Discovery
Readiness audit
From £750
Indicative one-off project feeFocused review of your website, selected catalogue, machine-readable product data and a prioritised improvement report.
Request a scope ↗Implementation
Commerce enablement
From £1,500
Indicative setup engagementInformation cleanup, profile/onboarding support where eligible, feed mapping, integration or targeted remediation.
Discuss a build ↗Ongoing support
Managed optimisation
Custom
Monthly engagement by quotationContinuous quality checks, data change reviews, evaluation fixtures and ongoing catalogue assistance.
Discuss ongoing support ↗Prices are indicative service proposals and exclude third-party fees and VAT where applicable. No placement or sales outcomes are guaranteed.
Good questions
Less hype.
More clarity.
We'll tell you what is currently possible, what needs authorisation, and what cannot honestly be promised.
Can you get my business into ChatGPT?
We can assess eligibility and help an authorised business prepare its information and onboarding. Platform decisions, verification, features and availability are controlled by the relevant provider, not us.
Are you an official OpenAI partner?
No. Rasvai Commerce Studio is an independent consultancy and is not affiliated with, endorsed by or certified by OpenAI. We work with publicly documented technologies and authorised customer accounts.
Will this guarantee more ChatGPT recommendations or sales?
No. We focus on accuracy, product data accessibility, feed quality and measurable implementation outcomes. Neither a profile claim nor our services guarantee placement, recommendations, traffic or sales.
Can you build an AI shopping assistant for my UK shop?
Yes, we can scope a separately deployed assistant for your own approved website and systems. Native in-ChatGPT Business Agents currently have narrower eligibility, including US restrictions; we check the latest eligibility before quoting a native-agent project.
Do I need Shopify?
No. We can assess a wide range of storefront and catalogue architectures. The work depends on your data access, platform, permissions and technical requirements.
What happens after I contact you?
We review your enquiry, ask clarifying questions if needed, and propose a focused discovery conversation. No purchases or automatic subscriptions happen from this form.
Let's make it practical
Tell us what you're building.
Whether you're running an established online store or trying to understand how AI commerce affects your business, share a few details. We'll start with your actual catalogue, not a generic sales presentation.
Start a conversation
Share your goals. Fields marked * are required.