Define the priority.
Set the business question, useful outcome and internal owner. Agree on the inputs and scope.
Make your business clearer to AI.Make AI useful to your business.
Understand how AI describes your brand and products. Choose useful workflows and help your team put them into practice.
Clarity outside. Capability inside.
VISIBILITY · WORKFLOWS · TEAM CAPABILITYOur consulting covers two needs: how AI presents your business, and how your team puts AI to work. Start with the question that matters most.
Understand brand answers. Check product information.
What does AI say about our brand?
Output: Brand baseline and content briefs
We inspect answers to customer questions in selected markets, languages and AI services. You see how your brand is described, which websites are cited and which competitors appear.
A documented baseline and prioritised website and content briefs.
Your team creates and publishes the content.
How does AI describe and compare our products?
Output: Product findings and correction brief
We compare how AI presents a sample of your products with verified catalogue facts. We identify missing, ambiguous or inconsistent information in product pages, variants, structured data and feeds.
Documented findings and a prioritised correction brief for product pages and catalogue data.
Your e-commerce team implements the approved corrections.
For fashion and luxury teams deciding whether to test a change or invest further, explore the Agentic Shelf Decision Pilot.
Plan a workflow with Strategy. Practise on a real task with the Lab.
Which process should AI support first?
Output: Workflow plan and 30/60/90-day roadmap
We assess your processes, data and constraints, then select and specify a useful AI workflow. The plan sets out responsibilities, controls and criteria for checking the result.
A workflow plan and a 30/60/90-day roadmap.
Prototypes, development and integration are included only when agreed in scope.
How can our team use AI agents and check their work?
Output: Guided team project and reusable playbook
Your team learns through a real company project: giving AI agents context, delegating tasks and checking their work. Guided practice leaves a method your team can reuse.
The workflow or prototype developed during the project, working files, agent instructions, a quality checklist and a reusable playbook.
An internal owner keeps control. Ongoing maintenance is agreed separately.
Our team brings together expertise in e-commerce, digital marketing, business analysis and applied AI.
We work from your products, processes and commercial priorities, bringing the relevant disciplines together with clear responsibilities for delivery.
We agree on what you need, deliver the work and help your team decide what to do next.
Set the business question, useful outcome and internal owner. Agree on the inputs and scope.
Develop the analysis, product correction brief, workflow plan or team project you need.
Review the result together and agree on the next action. Your team retains control of implementation.
Should we invest in improving how AI presents our products?
Agentic Shelf helps fashion and luxury leaders decide whether a change to product information is worth testing. It combines diagnosis with a limited experiment when justified, then a recommendation to stop, evolve or expand.
FROM DIAGNOSIS TO DECISIONAI Product Visibility gives your e-commerce team a correction brief. Agentic Shelf helps leadership decide what is worth testing, refining or funding next.
One brand, one category and one market. A documented diagnosis, a controlled action plan and a decision record.
Stop, evolve or expand.
An early stop can be a useful outcome. Your company owns the decision.Your team approves and implements every change. The pilot does not guarantee AI recommendations or increased sales.
Agree on customer needs, requirements and exclusions.
Separate product fit, supporting proof and information reach.
Define one reversible change with an owner, baseline and rollback plan.
Repeat observations and document what supports stopping, adjusting or expanding.
THREE DIAGNOSTIC QUESTIONS
Does the product meet the customer’s requirements?
Do current, approved sources support its relevant qualities?
Can the AI engines being assessed find and interpret that evidence?
seenelseby ORAILI
An AI visibility workspace for consultants, agencies and marketing analysts.
Developed alongside our consulting work, SEENELSE brings captured AI answers about brands and products, their sources and analyst-approved next steps into one workspace. Each observation keeps its question, market, selected AI services and date.
Review brand mentions, website citations and recommendation wording separately, so each conclusion reflects what the answer actually shows.
“Which work bag fits a laptop,
is lightweight and costs under €250?”
A mention records presence. It does not establish a linked citation or a recommendation.
Bring a customer question, a recurring process or a team challenge. We’ll help you choose a useful starting point and define the work.
hi@oraili.com