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Commerce intelligence for home and furniture
In furniture the sticker is rarely the cost. Delivery, assembly and lead time can move the real number by a third, and configurable products mean the “same” item has a price range rather than a price.
Home & furniture
Landed cost as the default
Every comparison ranks on landed cost. A sofa that is $200 cheaper with $400 delivery is not cheaper, and a comparison that reports it as such is worse than no comparison.
Home & furniture
Ranges are honest
When a listing returns a price range rather than a price, that is carried through as a range with reduced confidence rather than flattened to its minimum to make a table look tidy.
Home & furniture
Slow categories still need history
Furniture moves a few times a year, which is exactly why time-weighted percentile matters: a naive average over rows would let one clearance weekend outweigh nine stable months.
Endpoints that do this
Where it lands in the API.
Compare
One product across every seller that carries it, ranked by landed cost, with the spread. Server-side work is worth more than four raw reads the caller has to join.
Price context
Is this actually a good price? Percentile against the product's own history at that seller, time-weighted, with low, median and high.
Availability
Stock state across sellers, with stockout frequency. Availability drives more decisions than price does and is reported far less often.
Questions
Common questions.
Is shipping included in comparisons?
Where the seller exposes it, yes, and it is carried as its own field so you can separate sticker from landed. Where it is not exposed, the offer says so rather than assuming zero.