AVYQO methodology
Product comparison starts with knowing what the product actually is.
AVYQO separates product knowledge from retailer claims. That distinction is the foundation of the platform.
Identify
AVYQO maintains canonical product identities separately from retailer listings. A phone model is one product even when ten retailers describe it differently.
Match
Retailer listings can be matched against canonical products using model names, brands, manufacturer identifiers, barcodes and human review.
Verify
Prices, stock and seller claims are published only when AVYQO has an appropriate data source. Missing data remains missing rather than being invented.
Compare
Once verified offers exist, shoppers can compare retailers against the same underlying product instead of searching isolated shop catalogues.
Two separate layers
LAYER / PRODUCT
Product identity
Name, model, brand, category, identifiers and reference metadata. This describes what an item is.
LAYER / OFFER
Retailer reality
Seller, branch, price, currency, stock status, product URL and observation time. This describes where and how it is being sold.
Data integrity
What AVYQO will not do
Invent retailer prices to make comparison pages look populated.
Claim a product is available in Zimbabwe merely because the model exists.
Treat an unverified seller listing as authoritative product identity.
Hide the difference between reference data and commercial offer data.