Software discovery used to be a straightforward search problem. A user typed a category, opened a few result pages, compared features, and selected a product.
That flow is changing.
Today, a software product may be discovered through a search engine, a curated directory, an AI assistant, a comparison article, a chatbot, or an autonomous agent assembling a shortlist. The same product data must therefore serve several different consumers:
Human visitors who need clear descriptions and trustworthy evidence
Search engines that need crawlable pages and structured metadata
