High-SKU stores create a discovery problem: the right product may exist, but the shopper cannot find or compare it quickly. An AI shopping assistant can help, but only if it understands the catalogue structure.
Why high-SKU stores struggle
Filters and search help when customers know the right words. They are less helpful when customers describe a job, use case, compatibility need, or problem.
What to connect first
Prioritise product name, category, price, availability, descriptions, key attributes, dimensions, variants, and the support pages that explain delivery, returns, fitting, or installation.
How to launch safely
Start with a controlled category or a high-value product group. Review test questions, identify missing fields, and expand once the assistant handles safe fallback correctly.
Next step
Use Managed Product Advisor when the catalogue is large enough that feed mapping and launch QA matter.