Put ReFiBuy insights to work in your product catalog
Sitation is a ReFiBuy partner, helping brands and retailers connect agentic commerce optimization with their product-data operations. We bring the content, PIM and integration work needed to turn an improvement backlog into changes your team can review and maintain.
Discuss ReFiBuy with Sitation
What ReFiBuy does
ReFiBuy’s Commerce Intelligence Engine evaluates product catalogs for AI shopping experiences, supports enrichment with human review, and monitors how products appear. Its workflow connects assessment and approved changes with distribution and synchronization back to existing systems.
Work within the systems you already use
Start with the product data and ownership model you have today. Sitation can help address gaps in that foundation through PIM, MDM and DAM implementation, AI for product content and managed services.
The pilot should establish a repeatable review and publishing process before broader rollout. Product facts remain under your team’s control.
How Sitation helps
Choose a practical starting point
Identify the product category, channel and business questions to assess first. Agree the source data, review owners and measures that will make the work useful to your team.
Resolve product-content gaps
Translate findings into a prioritized backlog for product facts, attributes, descriptions and imagery. Bring subject-matter owners into the review process so proposed changes reflect what the product actually does.
Connect the catalog workflow
Map data between your PIM, commerce stack and the agreed ReFiBuy workflow. Define which system owns each field, how changes are approved and how exceptions return to the right team. Confirm the integration method during scoping.
Maintain the improvements
Provide ongoing content and platform support as products and requirements change. Review the evidence with your team and distinguish catalog-quality improvements from observed channel results.
Questions about working with ReFiBuy
Does this replace our PIM?
The proposed engagement keeps your PIM or MDM platform as the product source of truth. We agree where evaluation and enrichment belong, then design how approved changes move between systems.
Can we begin with part of the catalog?
We can scope a pilot around a defined product set and channel. ReFiBuy licensing, access and product coverage are confirmed with the partner as part of that scope.
Will this guarantee placement in AI shopping results?
No. We focus on improving the information available to shopping experiences and measuring what can be observed. Each channel determines how products are selected and presented.
Other Sitation partners
Discuss a ReFiBuy pilot
Bring a product category, a catalog challenge and the systems involved. We will help define the data work, team responsibilities and measures for a useful first engagement.
