Solutions

An agent that returns a price has done a lookup.

Repricing quality is bounded by how fast you learn a competitor moved and how sure you are the move is real.

Detection is the easy half of enforcement.

Comparison sites live and die on two things: whether the products are actually the same, and whether the discounts are real.

Most procurement benchmarks are a screenshot and a memory.

Any tool can show two different prices.

Discount depth and stockout frequency move before reported revenue does.

Price alerts look trivial until you are the one operating them: thousands of standing conditions, sellers that change shape, and users who notice immediately when an alert is late..

Most internal catalogues are missing identifiers, attributes or images on a meaningful share of rows.

Assortment questions are matching questions.