Make your product data easier for AI shoppers to read.
RecoNudge checks whether product pages include clear facts such as price, availability, brand, images, identifiers, attributes, FAQs and reassurance.
If AI cannot read or explain the product properly, it has less reason to recommend it.
Product data readiness
Free check
Whether product JSON-LD or product data is present
Whether price, stock, images, brand and identifiers are easy to find
Whether descriptions explain use cases and buyer questions
Whether reviews, delivery and returns support the product decision
AI shoppers need clear reasons to trust you.
RecoNudge looks for the missing context that can make an otherwise good store hard for AI tools to explain or recommend.
A product can look fine to humans but still miss the facts AI tools expect to see.
Price and stock can appear on the page while structured product data stays incomplete.
Missing product identifiers, brand details or attributes can reduce confidence.
Product data alone is not enough if trust proof and buyer reassurance are weak.
A clearer store, not just another score.
Schema and data check
See whether key product facts are visible, consistent and easy for AI systems to understand.
Buyer context check
Find missing context such as use cases, comparison points, FAQs, materials, sizing or compatibility.
Prioritised fixes
Get a short list of the improvements most likely to make your product pages easier to recommend.
Run the check for your store.
Start with the free snapshot. If the report shows gaps worth fixing, you can unlock a deeper audit or ask us to help.
Is product schema the same as AI visibility?
No. Schema helps, but AI visibility also depends on clear product copy, trust proof, reviews, policies and buyer context.
Can RecoNudge check pages without JSON-LD?
Yes. The audit checks visible product evidence too, but missing structured data will usually lower product data readiness.
Does this replace Google Merchant Center checks?
No. It complements them by looking at how product facts, trust signals and buyer answers work together on the store.
Will the report tell me what to fix first?
Yes. RecoNudge turns the checks into plain-English findings and ranked tasks.